{"id":10398,"date":"2026-06-01T14:18:09","date_gmt":"2026-06-01T06:18:09","guid":{"rendered":"https:\/\/ieeker.com\/?p=10398"},"modified":"2026-06-02T10:20:41","modified_gmt":"2026-06-02T02:20:41","slug":"rk3588-medical-imaging-devices","status":"publish","type":"post","link":"https:\/\/ieeker.com\/tr\/rk3588-medical-imaging-devices\/","title":{"rendered":"T\u0131bbi G\u00f6r\u00fcnt\u00fcleme Cihazlar\u0131 i\u00e7in RK3588: Ta\u015f\u0131nabilir Ultrason, Yapay Zeka Tan\u0131 ve Hasta Yan\u0131 Tan\u0131 M\u00fchendislik K\u0131lavuzu"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"10398\" class=\"elementor elementor-10398\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-adc0c7e e-flex e-con-boxed e-con e-parent\" data-id=\"adc0c7e\" data-element_type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2b2a64d elementor-widget elementor-widget-html\" data-id=\"2b2a64d\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style id=\"iek-global-styles\">\r\n\/* \u5b57\u4f53\u5f15\u5165 *\/\r\n@import url('https:\/\/fonts.googleapis.com\/css2?family=Syne:wght@600;700;800&family=IBM+Plex+Mono:wght@400;500&family=Source+Serif+4:wght@400;600&display=swap');\r\n \r\n\/* \u2500\u2500 CSS \u53d8\u91cf\uff08\u5168\u5c40\u53ef\u7528\uff09 \u2500\u2500 *\/\r\n:root {\r\n  --iek-ink:       #0f1117;\r\n  --iek-ink-soft:  #2d3142;\r\n  --iek-ink-muted: #5a5f7a;\r\n  --iek-surface:   #f7f6f2;\r\n  --iek-surface-alt:#eeecea;\r\n  --iek-accent:    #1a6fb5;\r\n  --iek-accent-dim:#e8f1fb;\r\n  --iek-teal:      #0d7a6b;\r\n  --iek-teal-dim:  #e2f2ef;\r\n  --iek-amber:     #c97a1a;\r\n  --iek-amber-dim: #fdf3e3;\r\n  --iek-red:       #c0392b;\r\n  --iek-red-dim:   #fdecea;\r\n  --iek-border:    #d8d5ce;\r\n  --iek-code-bg:   #1a1d27;\r\n  --iek-code-fg:   #a8d8b0;\r\n}\r\n \r\n\/* \u2500\u2500 \u6240\u6709\u6837\u5f0f\u9650\u5b9a\u5728 .iek-wrap \u5185\uff0c\u4e0d\u5f71\u54cd\u4e3b\u9898 \u2500\u2500 *\/\r\n.iek-wrap { font-family: 'Source Serif 4', Georgia, serif !important; 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overflow: visible !important; height: auto !important; max-height: none !important; background: none !important; }\r\n.iek-faq-a { font-size: 14.5px; color: var(--iek-ink-soft); }\r\n \r\n\/* \u2500\u2500 CTA Section \u2500\u2500 *\/\r\n.iek-cta { background: #0f1117 !important; border-radius: 14px !important; padding: 40px 36px !important; color: #ffffff !important; overflow: visible !important; }\r\n.iek-cta * { box-sizing: border-box !important; }\r\n.iek-cta-title { display: block !important; font-family: 'Syne', sans-serif !important; font-size: 22px !important; font-weight: 800 !important; margin: 0 0 14px 0 !important; padding: 0 !important; line-height: 1.5 !important; color: #ffffff !important; overflow: visible !important; white-space: normal !important; height: auto !important; max-height: none !important; clip: auto !important; clip-path: none !important; }\r\n.iek-cta-title em { color: #5aacf0 !important; font-style: normal !important; }\r\n.iek-cta-desc { display: block !important; font-size: 14.5px !important; color: rgba(255,255,255,0.85) !important; margin: 0 0 24px 0 !important; padding: 0 !important; line-height: 1.65 !important; opacity: 1 !important; }\r\n.iek-cta-links { display: flex !important; flex-direction: column !important; gap: 9px !important; }\r\n.iek-cta-link { display: flex !important; align-items: center !important; gap: 10px !important; padding: 13px 16px !important; background: rgba(255,255,255,0.08) !important; border: 1px solid rgba(255,255,255,0.15) !important; border-radius: 8px !important; color: #ffffff !important; text-decoration: none !important; font-size: 13.5px !important; font-family: 'Syne', sans-serif !important; font-weight: 600 !important; line-height: 1.4 !important; }\r\n.iek-cta-link:hover { background: rgba(255,255,255,0.14) !important; color: #ffffff !important; }\r\n.iek-cta-link .iek-arrow { margin-left: auto !important; color: #5aacf0 !important; font-size: 17px !important; flex-shrink: 0 !important; }\r\n \r\n\/* \u2500\u2500 Sources \u2500\u2500 *\/\r\n.iek-sources { padding-top: 24px; border-top: 1px solid var(--iek-border); margin-top: 40px; }\r\n.iek-sources h4 { font-family: 'IBM Plex Mono', monospace; font-size: 10px; letter-spacing: .15em; text-transform: uppercase; color: var(--iek-ink-muted); margin-bottom: 12px; }\r\n.iek-sources ol { padding-left: 18px; display: flex; flex-direction: column; gap: 5px; margin: 0; }\r\n.iek-sources li { font-size: 12.5px; color: var(--iek-ink-muted); line-height: 1.5; }\r\n.iek-sources li a { color: var(--iek-accent); }\r\n<\/style>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f92f97 elementor-widget elementor-widget-html\" data-id=\"9f92f97\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"iek-wrap\">\r\n<div class=\"iek-takeaways\">\r\n  <p class=\"iek-takeaways-title\" style=\"color:#5aacf0!important\">\u00d6nemli \u00c7\u0131kar\u0131mlar<\/p>\r\n  <ul>\r\n    <li>Ta\u015f\u0131nabilir ultrason pazar\u0131n\u0131n de\u011feri <strong style=\"color:#5aacf0!important\">2025 y\u0131l\u0131nda 2,49 milyar ABD dolar\u0131<\/strong> ve 2030 y\u0131l\u0131na kadar %9,01 TP3T bile\u015fik y\u0131ll\u0131k b\u00fcy\u00fcme oran\u0131yla 3,84 milyar ABD dolar\u0131na ula\u015fmas\u0131 \u00f6ng\u00f6r\u00fcl\u00fcyor \u2014 u\u00e7 yapay zeka donan\u0131m\u0131 bu b\u00fcy\u00fcmenin ba\u015fl\u0131ca itici g\u00fcc\u00fcd\u00fcr (MarketsandMarkets)<\/li>\r\n    <li>Ultrason alan\u0131nda yapay zeka pazar\u0131 \u015fu oranda b\u00fcy\u00fcyor: <strong style=\"color:#5aacf0!important\">24% Y\u0131ll\u0131k Bile\u015fik B\u00fcy\u00fcme Oran\u0131 (CAGR)<\/strong>, 2030 y\u0131l\u0131na kadar 6,88 milyar ABD dolar\u0131na ula\u015facak \u2014 bu art\u0131\u015f\u0131n temel itici g\u00fcc\u00fc, otomatik tan\u0131 sistemleri ve hasta ba\u015f\u0131 tan\u0131 uygulamalar\u0131 olacak<\/li>\r\n    <li>RK3588'lerin <strong style=\"color:#5aacf0!important\">48 MP ISP 3.0<\/strong> ultrason probu sinyalinin \u00f6n i\u015flenmesini, HDR g\u00f6r\u00fcnt\u00fclemeyi ve \u00e7oklu kamera \u00e7ekimini ayn\u0131 anda ger\u00e7ekle\u015ftirir \u2014 harici g\u00f6r\u00fcnt\u00fc i\u015fleme donan\u0131m\u0131 gerekmeden<\/li>\r\n    <li>6 TOPS NPU \u00e7al\u0131\u015fmas\u0131 <strong style=\"color:#5aacf0!important\">tan\u0131 ama\u00e7l\u0131 yapay zeka modelleri<\/strong> (nod\u00fcl tespiti, \u00f6l\u00e7\u00fcm otomasyonu, anomali puanlamas\u0131) i\u015flemlerini cihaz \u00fczerinde ger\u00e7ek zamanl\u0131 h\u0131zlarda ger\u00e7ekle\u015ftirerek \u2014 \u00e7evrimd\u0131\u015f\u0131 klinik uygulamalarda buluta ba\u011f\u0131ml\u0131l\u0131\u011f\u0131 ortadan kald\u0131r\u0131r<\/li>\r\n    <li><strong style=\"color:#5aacf0!important\">8K H.265 donan\u0131m kodlamas\u0131<\/strong> y\u00fcksek s\u0131k\u0131\u015ft\u0131rma oranlar\u0131nda DICOM uyumlu g\u00f6r\u00fcnt\u00fc ar\u015fivleri olu\u015fturur \u2014 s\u0131k\u0131\u015ft\u0131r\u0131lmam\u0131\u015f DICOM\u2019a k\u0131yasla depolama gereksinimlerini \u201360% oran\u0131nda azalt\u0131r<\/li>\r\n    <li>RK3588 tabanl\u0131 t\u0131bbi cihaz tasar\u0131mlar\u0131 \u015funlar\u0131 sa\u011flar: <strong style=\"color:#5aacf0!important\">IEC 60601-1<\/strong> Uygun izolasyon tasar\u0131m\u0131 yoluyla elektriksel g\u00fcvenlik uyumlulu\u011fu \u2014 SoC\u2019nin kendisi sertifikasyon s\u00fcrecindeki darbo\u011faz de\u011fildir<\/li>\r\n  <\/ul>\r\n<\/div>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b88c38 elementor-widget elementor-widget-html\" data-id=\"6b88c38\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"iek-wrap\">\r\n  <h2 id=\"market\">T\u0131bbi G\u00f6r\u00fcnt\u00fcleme Neden U\u00e7 Noktada Yerle\u015fik Yapay Zeka Platformlar\u0131na Ge\u00e7iyor?<\/h2>\r\n  <p>T\u0131bbi g\u00f6r\u00fcnt\u00fcleme alan\u0131nda yap\u0131sal bir d\u00f6n\u00fc\u015f\u00fcm ya\u015fanmaktad\u0131r. <a href=\"https:\/\/finance.yahoo.com\/sectors\/healthcare\/articles\/global-portable-ultrasound-market-reach-143000034.html\" target=\"_blank\" rel=\"noopener\">MarketsandMarkets\u2019e g\u00f6re<\/a>, k\u00fcresel ta\u015f\u0131nabilir ultrason pazar\u0131n\u0131n de\u011feri 2025 y\u0131l\u0131nda 2,49 milyar ABD dolar\u0131 olarak ger\u00e7ekle\u015fti ve merkezi olmayan sa\u011fl\u0131k hizmet sunumu, k\u00fcresel n\u00fcfusun ya\u015flanmas\u0131 ve hasta ba\u015f\u0131 tan\u0131 y\u00f6ntemlerinin sundu\u011fu cazip ekonomik avantajlar\u0131n etkisiyle 2030 y\u0131l\u0131na kadar 3,84 milyar ABD dolar\u0131na ula\u015fmas\u0131 \u00f6ng\u00f6r\u00fcl\u00fcyor.<\/p>\r\n  <p>Art\u0131k y\u00fcksek kaliteli ultrason tan\u0131s\u0131, sadece hastane radyoloji birimlerinde ger\u00e7ekle\u015ftirilemiyor. Acil servisler, k\u0131rsal klinikler, evde sa\u011fl\u0131k hizmetleri ziyaretleri ve uzak b\u00f6lgelerdeki toplum sa\u011fl\u0131\u011f\u0131 programlar\u0131, giderek daha fazla kullan\u0131lmaya ba\u015flanan ortamlar haline gelmektedir. Bu ortamlar\u0131n her biri, geleneksel tekerlekli g\u00f6r\u00fcnt\u00fcleme sistemlerinin kar\u015f\u0131layamad\u0131\u011f\u0131 bir cihaz profilini gerektirmektedir: kompakt, pille \u00e7al\u0131\u015fan ve bulut ba\u011flant\u0131s\u0131 olmadan yapay zeka destekli yorumlama yapabilen bir cihaz.<\/p>\r\n \r\n  <div class=\"iek-market-bar\">\r\n    <div class=\"iek-market-stat\"><div class=\"iek-mn\">$3.84B<\/div><div class=\"iek-ml\">2030 Y\u0131l\u0131na Kadar Ta\u015f\u0131nabilir Ultrason Pazar\u0131<\/div><\/div>\r\n    <div class=\"iek-market-stat\"><div class=\"iek-mn\">$6.88B<\/div><div class=\"iek-ml\">2030 Y\u0131l\u0131na Kadar Ultrason Alan\u0131nda Yapay Zeka Pazar\u0131<\/div><\/div>\r\n    <div class=\"iek-market-stat\"><div class=\"iek-mn\">24%<\/div><div class=\"iek-ml\">2025\u20132030 Y\u0131llar\u0131 Aras\u0131 Yapay Zeka Destekli Ultrason Pazar\u0131n\u0131n Y\u0131ll\u0131k Bile\u015fik B\u00fcy\u00fcme Oran\u0131 (CAGR)<\/div><\/div>\r\n  <\/div>\r\n \r\n  <h3>Modern T\u0131bbi Cihazlarda G\u00f6m\u00fcl\u00fc Yapay Zekan\u0131n Rol\u00fc<\/h3>\r\n  <p>T\u0131bbi g\u00f6r\u00fcnt\u00fclemede yapay zeka entegrasyonu, art\u0131k sadece \u00f6nde gelen hastane sistemlerine \u00f6zg\u00fc bir \u00f6zellik de\u011fildir. <a href=\"https:\/\/www.snsinsider.com\/reports\/ultrasound-ai-market-9602\" target=\"_blank\" rel=\"noopener\">SNS Insider\u2019\u0131n ara\u015ft\u0131rmas\u0131<\/a> Rapora g\u00f6re, d\u00fcnya \u00e7ap\u0131nda 88% klinik ortamda yapay zeka destekli ultrason \u00e7\u00f6z\u00fcmleri entegre edilmi\u015ftir; derin \u00f6\u011frenme algoritmalar\u0131, kardiyoloji, obstetrik ve acil t\u0131p alanlar\u0131nda \u00f6l\u00e7\u00fcmleri otomatikle\u015ftirerek operat\u00f6re olan ba\u011f\u0131ml\u0131l\u0131\u011f\u0131 azaltmakta ve tan\u0131 do\u011frulu\u011funu art\u0131rmaktad\u0131r.<\/p>\r\n  <p>T\u0131bbi cihaz \u00fcreticileri i\u00e7in bu pazar evrimi, belirli bir m\u00fchendislik zorlu\u011fu ortaya \u00e7\u0131karmaktad\u0131r: Klinik d\u00fczeyde tan\u0131sal destek sa\u011flayabilen bir yapay zeka \u00e7\u0131kar\u0131m sistemini, ta\u015f\u0131nabilir, pille \u00e7al\u0131\u015fan, termal olarak s\u0131zd\u0131rmaz ve orta \u00f6l\u00e7ekli pazar ile geli\u015fmekte olan pazarlardaki sa\u011fl\u0131k hizmetleri uygulamalar\u0131 i\u00e7in uygun bir maliyet seviyesinde \u00fcretilebilen bir cihaza nas\u0131l entegre edilebilir? RK3588, ta\u015f\u0131nabilir t\u0131bbi g\u00f6r\u00fcnt\u00fcleme gereksinimlerine ola\u011fan\u00fcst\u00fc derecede uygun bir donan\u0131m mimarisiyle bu zorlu\u011fun \u00fcstesinden gelmektedir.<\/p>\r\n \r\n  <h3>Eski G\u00f6m\u00fcl\u00fc Platformlar Neden Yetersizdir?<\/h3>\r\n  <p>\u00d6nceki nesil ARM SoC\u2019ler \u2014 Cortex-A72 tabanl\u0131 platformlar, i.MX8M Plus ve benzeri orta s\u0131n\u0131f g\u00f6m\u00fcl\u00fc i\u015flemciler \u2014 temel t\u0131bbi cihaz HMI\u2019lar\u0131 ve veri toplama i\u00e7in yeterli performans sunar. Ancak bunlar, ger\u00e7ek zamanl\u0131 yapay zeka destekli te\u015fhis i\u00e7in yetersiz kal\u0131r. \u00d6zel bir NPU olmadan, g\u00f6r\u00fcnt\u00fc toplama ve ekran g\u00f6r\u00fcnt\u00fcleme i\u015flemlerinin yan\u0131 s\u0131ra bir te\u015fhis destek modelini \u00e7al\u0131\u015ft\u0131rmak, kabul edilebilir kare h\u0131zlar\u0131 ile kabul edilebilir \u00e7\u0131kar\u0131m h\u0131z\u0131 aras\u0131nda bir se\u00e7im yap\u0131lmas\u0131n\u0131 gerektirir. RK3588, CPU, GPU, NPU ve ISP'nin paralel olarak \u00e7al\u0131\u015fmas\u0131yla bu \u00f6d\u00fcnle\u015fimi ortadan kald\u0131r\u0131r.<\/p>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebe538b elementor-widget elementor-widget-html\" data-id=\"ebe538b\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"iek-wrap\">\r\n  <h2 id=\"hardware\">T\u0131bbi G\u00f6r\u00fcnt\u00fcleme Uygulamalar\u0131 i\u00e7in RK3588 Donan\u0131m Mimarisi<\/h2>\r\n  <p>RK3588 SoC i\u00e7indeki d\u00f6rt \u00f6zel donan\u0131m alt sistemi, t\u0131bbi g\u00f6r\u00fcnt\u00fcleme cihaz\u0131 tasar\u0131m\u0131yla do\u011frudan ilgilidir. Her bir alt sistemin t\u0131bbi cihaz uygulamalar\u0131n\u0131 anlamak, baz\u0131 alanlarda gereksiz m\u00fchendislik \u00e7al\u0131\u015fmalar\u0131n\u0131, di\u011fer alanlarda ise teknik \u00f6zelliklerin yetersiz kalmas\u0131n\u0131 \u00f6nler.<\/p>\r\n \r\n  <h3>ISP 3.0: 48 MP G\u00f6r\u00fcnt\u00fc Sinyal \u0130\u015flemcisi<\/h3>\r\n  <p>RK3588, 48 MP\u2019ye kadar sens\u00f6rleri destekleyen \u00e7ift kanall\u0131 bir ISP 3.0\u2019\u0131 b\u00fcnyesinde bar\u0131nd\u0131r\u0131r. T\u0131bbi g\u00f6r\u00fcnt\u00fclemede, ISP\u2019nin rol\u00fc basit g\u00f6r\u00fcnt\u00fc yakalaman\u0131n \u00f6tesine uzan\u0131r. Ultrason probu \u00e7\u0131k\u0131\u015flar\u0131, yapay zeka i\u015fleme \u00f6ncesinde sinyal d\u00fczenleme, g\u00fcr\u00fclt\u00fc filtreleme ve dinamik aral\u0131k s\u0131k\u0131\u015ft\u0131rmas\u0131 gerektirir. \u00c7ift kanall\u0131 mimari, iki ba\u011f\u0131ms\u0131z kamera ak\u0131\u015f\u0131n\u0131n e\u015fzamanl\u0131 i\u015flenmesini destekler \u2014 \u00f6rne\u011fin, birincil tan\u0131sal ultrason g\u00f6r\u00fcnt\u00fcs\u00fc ile ikincil anatomik referans kameras\u0131; her ikisi de CPU m\u00fcdahalesi olmaks\u0131z\u0131n i\u015flenir.<\/p>\r\n \r\n  <h3>NPU: Klinik Yapay Zeka \u00c7\u0131kar\u0131m\u0131nda 6 TOPS<\/h3>\r\n  <p>6 TOPS NPU, RK3588 \u00fczerinde yapay zeka destekli t\u0131bbi g\u00f6r\u00fcnt\u00fclemenin belirleyici \u00f6zelli\u011fidir. Te\u015fhis destek modelleri \u2014 nod\u00fcl tespit s\u0131n\u0131fland\u0131r\u0131c\u0131lar\u0131, otomatik \u00f6l\u00e7\u00fcm ara\u00e7lar\u0131, anomali puanlama a\u011flar\u0131 \u2014 genellikle 5\u201350 MB a\u011f\u0131rl\u0131k aral\u0131\u011f\u0131nda INT8 nicelendirilmi\u015f modeller olarak devreye al\u0131n\u0131r. Cihaz \u00fczerinde ger\u00e7ekle\u015ftirilen NPU \u00e7\u0131kar\u0131m\u0131n\u0131n klinik kullan\u0131mdaki avantajlar\u0131 aras\u0131nda \u015funlar yer al\u0131r: bulut ba\u011flant\u0131s\u0131 gereksinimi olmamas\u0131, a\u011f ko\u015fullar\u0131ndan ba\u011f\u0131ms\u0131z deterministik gecikme s\u00fcresi ve hasta verilerinin \u00fc\u00e7\u00fcnc\u00fc taraf sunuculara aktar\u0131lmas\u0131n\u0131n ortadan kald\u0131r\u0131lmas\u0131 \u2014 bu, GDPR ve HIPAA kapsam\u0131nda \u00f6nemli bir husustur. Ayr\u0131nt\u0131l\u0131 NPU kar\u015f\u0131la\u015ft\u0131rma sonu\u00e7lar\u0131 i\u00e7in bkz. <a href=\"https:\/\/ieeker.com\/tr\/rk3588-npu-performance-industrial-edge-ai\/\" target=\"_blank\">RK3588 NPU performans k\u0131lavuzu<\/a>.<\/p>\r\n \r\n  <h3>Video Kodek: DICOM i\u00e7in 8K H.265 Donan\u0131m Kodlamas\u0131<\/h3>\r\n  <p><a href=\"https:\/\/en.wikipedia.org\/wiki\/DICOM\" target=\"_blank\" rel=\"noopener\">DICOM<\/a> Dinamik g\u00f6r\u00fcnt\u00fcleme y\u00f6ntemleri i\u00e7in H.264 ve H.265 video s\u0131k\u0131\u015ft\u0131rma formatlar\u0131n\u0131 destekler. 8K@30fps'yi destekleyen RK3588'in donan\u0131m H.265 kodlay\u0131c\u0131s\u0131, e\u015fde\u011fer H.264 kodlamas\u0131na k\u0131yasla 40\u201360% daha k\u00fc\u00e7\u00fck dosya boyutlar\u0131na sahip DICOM uyumlu video ar\u015fivleri olu\u015fturur ve depolama maliyetlerini do\u011frudan azalt\u0131r. Donan\u0131m kodlamas\u0131, bu y\u00fck\u00fc tamamen CPU\u2019dan al\u0131r ve CPU\u2019yu yapay zeka \u00e7\u0131kar\u0131mlar\u0131 ve kullan\u0131c\u0131 aray\u00fcz\u00fc i\u015fleme i\u015flemleri i\u00e7in serbest b\u0131rak\u0131r.<\/p>\r\n \r\n  <h3>Ekran ve Dokunmatik Aray\u00fcz \u00d6zellikleri<\/h3>\r\n  <p>RK3588, g\u00f6m\u00fcl\u00fc panel entegrasyonu i\u00e7in eDP, kompakt ekranlar i\u00e7in MIPI-DSI ve harici monit\u00f6rler i\u00e7in HDMI 2.1 ile 4K\u2019ya kadar \u00e7\u00f6z\u00fcn\u00fcrl\u00fcklerde ayn\u0131 anda en fazla d\u00f6rt ekran \u00e7\u0131k\u0131\u015f\u0131n\u0131 destekler. Mali-G610 GPU, CPU'nun m\u00fcdahalesi olmadan Qt tabanl\u0131 klinik aray\u00fczleri, ger\u00e7ek zamanl\u0131 g\u00f6r\u00fcnt\u00fc katmanlar\u0131n\u0131 ve \u00f6l\u00e7\u00fcm a\u00e7\u0131klama ara\u00e7lar\u0131n\u0131 y\u00f6netir.<\/p>\r\n \r\n  <div class=\"iek-table-wrap\">\r\n    <table>\r\n      <thead><tr><th>T\u0131bbi Cihaz Alt Sistemi<\/th><th>RK3588 Donan\u0131m\u0131<\/th><th>\u015eartname<\/th><th>Klinik Fayda<\/th><\/tr><\/thead>\r\n      <tbody>\r\n        <tr><td>Prob sinyal i\u015fleme<\/td><td>ISP 3.0 \u00e7ift hatl\u0131<\/td><td>48 MP, HDR, \u00e7oklu kamera<\/td><td>Donan\u0131m taraf\u0131nda \u00f6n i\u015fleme, CPU y\u00fck\u00fc yok<\/td><\/tr>\r\n        <tr><td>Yapay zeka destekli te\u015fhis yard\u0131m\u0131<\/td><td>6 TOPS NPU<\/td><td>INT4\/INT8\/FP16, RKNN-Toolkit2<\/td><td>Cihaz \u00fczerinde \u00e7\u0131kar\u0131m, bulut gerekmez<\/td><\/tr>\r\n        <tr><td>G\u00f6r\u00fcnt\u00fc ar\u015fivi (DICOM)<\/td><td>H.265 donan\u0131m kodlay\u0131c\u0131<\/td><td>8K@30 fps, 4K@120 fps<\/td><td>40\u201360% daha k\u00fc\u00e7\u00fck DICOM dosyalar\u0131<\/td><\/tr>\r\n        <tr><td>Klinik bulgular<\/td><td>Mali-G610 GPU<\/td><td>4\u00d7 \u00e7\u0131k\u0131\u015f, 4K, eDP\/MIPI\/HDMI<\/td><td>Ak\u0131c\u0131 kullan\u0131c\u0131 aray\u00fcz\u00fc + ger\u00e7ek zamanl\u0131 a\u00e7\u0131klama ekleme<\/td><\/tr>\r\n        <tr><td>Veri ba\u011flant\u0131s\u0131<\/td><td>PCIe 3.0 + 2\u00d7GbE + USB 3.1<\/td><td>\u00c7oklu aray\u00fcz<\/td><td>PACS entegrasyonu, kablosuz mod\u00fcl<\/td><\/tr>\r\n        <tr><td>G\u00fc\u00e7 y\u00f6netimi<\/td><td>8 nm \u00fcretim s\u00fcreci, DVFS<\/td><td>5\u201313 W tam y\u00fck<\/td><td>Pille \u00e7al\u0131\u015fan ta\u015f\u0131nabilir cihazlar<\/td><\/tr>\r\n        <tr><td>Depolama (hasta verileri)<\/td><td>eMMC 5.1 + PCIe \u00fczerinden NVMe<\/td><td>256 GB\u2019a kadar eMMC<\/td><td>Yerel DICOM ar\u015fivi, harici s\u00fcr\u00fcc\u00fc yok<\/td><\/tr>\r\n      <\/tbody>\r\n    <\/table>\r\n  <\/div>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1dbd8c6 elementor-widget elementor-widget-image\" data-id=\"1dbd8c6\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"600\" src=\"https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-medical-hardware-board-lab-shenzhen-1024x768.webp\" class=\"attachment-large size-large wp-image-10402\" alt=\"Shenzhen\u2019deki t\u0131bbi cihaz Ar-Ge laboratuvar\u0131ndaki m\u00fchendislik \u00e7al\u0131\u015fma tezgah\u0131nda, MIPI kamera mod\u00fcl\u00fcne ve t\u0131bbi ekrana ba\u011flanm\u0131\u015f RK3588 end\u00fcstriyel geli\u015ftirme kart\u0131, ISP ve NPU donan\u0131m kurulumunu g\u00f6stermektedir\" srcset=\"https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-medical-hardware-board-lab-shenzhen-1024x768.webp 1024w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-medical-hardware-board-lab-shenzhen-300x225.webp 300w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-medical-hardware-board-lab-shenzhen-768x576.webp 768w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-medical-hardware-board-lab-shenzhen-16x12.webp 16w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-medical-hardware-board-lab-shenzhen.webp 1448w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d9c9ac8 elementor-widget elementor-widget-html\" data-id=\"d9c9ac8\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"iek-wrap\">\r\n  <h2 id=\"usecases\">RK3588'de Desteklenen T\u0131bbi G\u00f6r\u00fcnt\u00fcleme Uygulamalar\u0131<\/h2>\r\n  <p>RK3588\u2019in donan\u0131m profili, yeteneklerinin tam olarak de\u011ferlendirildi\u011fi belirli bir t\u0131bbi g\u00f6r\u00fcnt\u00fcleme cihaz\u0131 kategorileri grubuyla \u00f6rt\u00fc\u015fmektedir. Bu \u00f6rt\u00fc\u015fmeyi anlamak, yeteneklerin yetersiz kalmas\u0131n\u0131 (yapay zeka kapasitesinden \u00f6d\u00fcn verilmesini) veya gereksiz yere y\u00fcksek \u00f6zelliklerin belirlenmesini (ta\u015f\u0131nabilir bir kasada \u00e7\u00f6z\u00fclemeyecek bir termal y\u00f6netim sorunu yarat\u0131lmas\u0131n\u0131) \u00f6nler.<\/p>\r\n \r\n  <h3>Hasta Ba\u015f\u0131 Ultrason (POCUS) Terminalleri<\/h3>\r\n  <p>POCUS cihazlar\u0131 acil t\u0131p, kad\u0131n hastal\u0131klar\u0131 ve anesteziyoloji alanlar\u0131nda kullan\u0131lmaktad\u0131r. Bu cihazlar, 30\u201360 fps h\u0131z\u0131nda ger\u00e7ek zamanl\u0131 ultrason g\u00f6r\u00fcnt\u00fcleme, yapay zeka destekli \u00f6l\u00e7\u00fcm otomasyonu (fetal biyometri, ejeksiyon fraksiyonu) ve PACS\u2019a iste\u011fe ba\u011fl\u0131 WiFi aktar\u0131m\u0131 \u00f6zelli\u011fine sahip yerel DICOM depolama \u00f6zelli\u011fine ihtiya\u00e7 duyar. RK3588, t\u00fcm i\u015f y\u00fcklerini ayn\u0131 anda y\u00f6netir \u2014 ISP prob verilerini i\u015fler, NPU yapay zeka modellerini \u00e7al\u0131\u015ft\u0131r\u0131r, GPU klinik g\u00f6r\u00fcnt\u00fcy\u00fc olu\u015fturur \u2014 ve toplam sistem g\u00fcc\u00fc 10W\u2019nin alt\u0131nda oldu\u011fu i\u00e7in 4\u20138 saatlik pil \u00f6mr\u00fc sa\u011flar.<\/p>\r\n  <p>\u015eu t\u00fcr \u015firketler: <a href=\"https:\/\/www.butterflynetwork.com\/\" target=\"_blank\" rel=\"noopener\">Kelebek A\u011f\u0131<\/a> ve <a href=\"https:\/\/www.sonosite.com\/\" target=\"_blank\" rel=\"noopener\">Fujifilm Sonosite<\/a> El tipi POCUS alan\u0131nda \u00f6nc\u00fc rol \u00fcstlenerek, yapay zeka entegreli ta\u015f\u0131nabilir ultrason cihazlar\u0131n\u0131n klinik olarak kabul g\u00f6rd\u00fc\u011f\u00fcn\u00fc kan\u0131tlad\u0131lar \u2014 bu pazar art\u0131k RK3588 gibi platformlar\u0131 temel alan OEM\/ODM \u00fcreticileri i\u00e7in eri\u015filebilir hale gelmi\u015ftir.<\/p>\r\n \r\n  <h3>Yapay Zeka Destekli Te\u015fhis \u0130\u015f \u0130stasyonlar\u0131<\/h3>\r\n  <p>Yo\u011fun bak\u0131m, servis ve poliklinik ortamlar\u0131 i\u00e7in tasarlanm\u0131\u015f hasta ba\u015f\u0131 tan\u0131 i\u015f istasyonlar\u0131, daha b\u00fcy\u00fck ekranlar (15\u201321 in\u00e7), karma\u015f\u0131k yapay zeka modelleri i\u00e7in daha y\u00fcksek i\u015flem g\u00fcc\u00fc ve yedekli hastane a\u011f\u0131 ba\u011flant\u0131s\u0131 gerektirir. RK3588, 4K ekran \u00e7\u0131k\u0131\u015f\u0131, maksimum 32 GB LPDDR4X RAM, iste\u011fe ba\u011fl\u0131 yapay zeka h\u0131zland\u0131r\u0131c\u0131 geni\u015fletmesi i\u00e7in PCIe 3.0 ve \u00e7ift Gigabit Ethernet \u00f6zellikleriyle bu segmente hizmet vermektedir.<\/p>\r\n \r\n  <h3>Ta\u015f\u0131nabilir Endoskopi Sistemleri<\/h3>\r\n  <p>RK3588\u2019in MIPI CSI-2 arabirimi, 4K \u00e7\u00f6z\u00fcn\u00fcrl\u00fckte endoskopik kamera mod\u00fcllerine do\u011frudan ba\u011flan\u0131r. NPU, polip alg\u0131lama modellerini \u00e7al\u0131\u015ft\u0131r\u0131r (YOLOv8 veya 30+ FPS h\u0131z\u0131nda \u00f6zel CNN'ler) ve H.265 donan\u0131m kodlay\u0131c\u0131, prosed\u00fcr\u00fc DICOM uyumlu formatta ar\u015fivler. 15 W'\u0131n alt\u0131ndaki toplam sistem g\u00fcc\u00fc, saha tarama programlar\u0131 i\u00e7in pille \u00e7al\u0131\u015fan ta\u015f\u0131nabilir kolonoskopi \u00fcnitelerinin kullan\u0131lmas\u0131n\u0131 sa\u011flar.<\/p>\r\n \r\n  <h3>Hasta Yata\u011f\u0131 Yan\u0131nda Kullan\u0131lan Hasta \u0130zleme Sistemleri<\/h3>\r\n  <p>\u00c7ok parametreli hasta monit\u00f6rleri, EKG, SpO\u2082, kan bas\u0131nc\u0131, v\u00fccut \u0131s\u0131s\u0131 ve solunum verilerini toplar. RK3588'in \u00e7oklu UART ve I2C aray\u00fczleri sens\u00f6r verilerinin toplanmas\u0131n\u0131 sa\u011flar, NPU aritmi s\u0131n\u0131fland\u0131rma modellerini \u00e7al\u0131\u015ft\u0131r\u0131r ve GPU ger\u00e7ek zamanl\u0131 dalga formu g\u00f6r\u00fcnt\u00fclerini i\u015fler; bu da onu, yapay zeka entegreli yeni nesil hasta ba\u015f\u0131 izleme i\u00e7in yetkin bir platform haline getirir.<\/p>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb8aa13 elementor-widget elementor-widget-image\" data-id=\"bb8aa13\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"534\" data-src=\"https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-endoscopy-ai-polyp-detection-clinical-1024x683.webp\" class=\"attachment-large size-large wp-image-10403 lazyload\" alt=\"\" data-srcset=\"https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-endoscopy-ai-polyp-detection-clinical-1024x683.webp 1024w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-endoscopy-ai-polyp-detection-clinical-300x200.webp 300w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-endoscopy-ai-polyp-detection-clinical-768x512.webp 768w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-endoscopy-ai-polyp-detection-clinical-18x12.webp 18w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-endoscopy-ai-polyp-detection-clinical.webp 1536w\" data-sizes=\"(max-width: 800px) 100vw, 800px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800\/534;\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0535a4 elementor-widget elementor-widget-html\" data-id=\"c0535a4\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"iek-wrap\">\r\n  <h2 id=\"dicom\">RK3588\u2019de DICOM Entegrasyonu ve PACS Ba\u011flant\u0131s\u0131<\/h2>\r\n  <p>Klinik ortamlarda kullan\u0131lan t\u0131bbi g\u00f6r\u00fcnt\u00fcleme cihazlar\u0131 i\u00e7in DICOM uyumlulu\u011fu vazge\u00e7ilmez bir gerekliliktir. RK3588, her ikisi de olgun bir a\u00e7\u0131k kaynak kodlu sistemi destekleyen Debian 12 veya Ubuntu 22.04 i\u015fletim sistemlerini \u00e7al\u0131\u015ft\u0131r\u0131r. <a href=\"https:\/\/dcmtk.org\/\" target=\"_blank\" rel=\"noopener\">DCMTK (DICOM Ara\u00e7 Seti)<\/a> \u2014 OFFIS ve Regensburg \u00dcniversite Hastanesi taraf\u0131ndan geli\u015ftirilen \u2014 DICOM dosyas\u0131 olu\u015fturma, C-STORE\/C-FIND\/C-MOVE a\u011f i\u015flemleri ve DICOM uygunluk beyan\u0131 olu\u015fturma \u00f6zellikleri sunan.<\/p>\r\n \r\n  <div class=\"iek-code-block\">\r\n    <div class=\"iek-code-title\">DICOM G\u00f6r\u00fcnt\u00fc Olu\u015fturma \u2014 RK3588 Debian 12 \u00fczerinde DCMTK<\/div>\r\n    <code># RK3588 Debian 12'ye DCMTK'y\u0131 y\u00fckleme\nsudo apt install dcmtk libdcmtk-dev\n \n# Yakalanan g\u00f6r\u00fcnt\u00fcy\u00fc DICOM bi\u00e7imine d\u00f6n\u00fc\u015ft\u00fcrme\nimg2dcm -i JPEG input_image.jpg output.dcm\r\n \r\n# DICOM dosyas\u0131n\u0131 C-STORE arac\u0131l\u0131\u011f\u0131yla hastane PACS'\u0131na g\u00f6nderme\nstorescu -aec PACS_AET 192.168.1.100 104 output.dcm\r\n \r\n# PACS'te mevcut \u00e7al\u0131\u015fmalar\u0131n sorgulanmas\u0131 (C-FIND)\r\nfindscu -S -k QueryRetrieveLevel=STUDY \\\n -k PatientID=\"12345\" \\\n 192.168.1.100 104<\/code>\r\n  <\/div>\r\n \r\n  <h3>PACS Ba\u011flant\u0131 Mimarisi<\/h3>\r\n  <p>Standart i\u015f ak\u0131\u015f\u0131: cihazda g\u00f6r\u00fcnt\u00fc al\u0131m\u0131 \u2192 DCMTK arac\u0131l\u0131\u011f\u0131yla yerel DICOM dosyas\u0131 olu\u015fturma \u2192 C-STORE \u00fczerinden PACS sunucusuna aktar\u0131m \u2192 PACS onay mesaj\u0131 \u2192 yerel \u00f6nbellek y\u00f6netimi. RK3588\u2019in \u00e7ift Gigabit Ethernet \u00f6zelli\u011fi, hem hastane LAN\u2019\u0131n\u0131 hem de izole cihaz y\u00f6netim a\u011f\u0131n\u0131 ayn\u0131 anda destekler; kablosuz PACS ba\u011flant\u0131s\u0131 i\u00e7in ise WiFi 6 kullan\u0131labilir.<\/p>\r\n \r\n  <h3>Elektronik Sa\u011fl\u0131k Kay\u0131tlar\u0131 i\u00e7in HL7 FHIR Entegrasyonu<\/h3>\r\n  <p>Modern hastane i\u015f ak\u0131\u015flar\u0131, cihazlar\u0131n EHR sistemleriyle veri al\u0131\u015fveri\u015fi yapmas\u0131n\u0131 giderek daha fazla gerektirmektedir; bu, <a href=\"https:\/\/en.wikipedia.org\/wiki\/Health_Level_7\" target=\"_blank\" rel=\"noopener\">HL7 FHIR<\/a> API\u2019ler. Linux i\u015fletim sistemini \u00e7al\u0131\u015ft\u0131ran RK3588, HAPI FHIR (Java) ve py-fhirclient (Python) destekleyerek, cihazlar\u0131n g\u00f6r\u00fcnt\u00fcleri hasta kay\u0131tlar\u0131yla otomatik olarak ili\u015fkilendirmesini ve g\u00f6r\u00fcnt\u00fc yakaland\u0131\u011f\u0131nda klinik i\u015f ak\u0131\u015f\u0131 olaylar\u0131n\u0131 tetiklemesini sa\u011flar.<\/p>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37e8ba3 elementor-widget elementor-widget-html\" data-id=\"37e8ba3\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"iek-wrap\">\r\n  <h2 id=\"regulatory\">Yasal D\u00fczenlemelerle \u0130lgili Hususlar: IEC 60601, FDA ve CE MDR<\/h2>\r\n  <p>RK3588, bir t\u0131bbi cihaz de\u011fil, g\u00f6m\u00fcl\u00fc bir bilgi i\u015flem bile\u015fenidir \u2014 yasal y\u00fck\u00fcml\u00fcl\u00fckler, nihai \u00fcr\u00fcn i\u00e7in ge\u00e7erlidir. Bu ayr\u0131m\u0131 anlamak, hem gereksiz endi\u015feleri hem de yanl\u0131\u015f bir g\u00fcven duygusunu \u00f6nler.<\/p>\r\n \r\n  <div class=\"iek-reg-grid\">\r\n    <div class=\"iek-reg-card\"><span class=\"iek-reg-badge\">IEC 60601-1<\/span><p class=\"iek-reg-title\">Elektrik G\u00fcvenli\u011fi<\/p><p class=\"iek-reg-desc\">T\u0131bbi elektrikli ekipmanlara ili\u015fkin genel g\u00fcvenlik gereklilikleri. Hasta devreleri ile \u015febeke elektri\u011fi aras\u0131ndaki izolasyon, ka\u00e7ak ak\u0131m ve yal\u0131t\u0131m mesafelerini d\u00fczenler.<\/p><\/div>\r\n    <div class=\"iek-reg-card\"><span class=\"iek-reg-badge\">IEC 62304<\/span><p class=\"iek-reg-title\">Yaz\u0131l\u0131m Ya\u015fam D\u00f6ng\u00fcs\u00fc<\/p><p class=\"iek-reg-desc\">T\u0131bbi cihaz yaz\u0131l\u0131m\u0131 geli\u015ftirme ya\u015fam d\u00f6ng\u00fcs\u00fc gereklilikleri. Bu gereklilikler, RK3588 \u00fczerinde \u00e7al\u0131\u015fan yapay zeka tabanl\u0131 te\u015fhis yaz\u0131l\u0131mlar\u0131 i\u00e7in ge\u00e7erlidir; t\u0131bbi yaz\u0131l\u0131m olarak s\u0131n\u0131fland\u0131r\u0131lmad\u0131k\u00e7a, g\u00f6m\u00fcl\u00fc Linux i\u015fletim sistemi veya BSP i\u00e7in ge\u00e7erli de\u011fildir.<\/p><\/div>\r\n    <div class=\"iek-reg-card\"><span class=\"iek-reg-badge\">FDA 510(k)<\/span><p class=\"iek-reg-title\">ABD Piyasas\u0131 Onay\u0131<\/p><p class=\"iek-reg-desc\">S\u0131n\u0131f II t\u0131bbi cihazlar i\u00e7in \u00f6nc\u00fcl temelli onay s\u00fcreci. Yapay zeka destekli te\u015fhis i\u015flevleri, kullan\u0131m amac\u0131na ba\u011fl\u0131 olarak De Novo s\u0131n\u0131fland\u0131rmas\u0131 veya PMA gerektirebilir.<\/p><\/div>\r\n    <div class=\"iek-reg-card\"><span class=\"iek-reg-badge\">CE MDR 2017\/745<\/span><p class=\"iek-reg-title\">AB Pazar\u0131na Eri\u015fim<\/p><p class=\"iek-reg-desc\">AB T\u0131bbi Cihaz Y\u00f6netmeli\u011fi, S\u0131n\u0131f IIa ve \u00fczeri cihazlar i\u00e7in bir Bildirilmi\u015f Kurulu\u015f taraf\u0131ndan uygunluk de\u011ferlendirmesi yap\u0131lmas\u0131n\u0131 \u015fart ko\u015fmaktad\u0131r. RK3588 tabanl\u0131 g\u00f6r\u00fcnt\u00fcleme cihazlar\u0131 genellikle S\u0131n\u0131f IIa veya IIb kapsam\u0131na girer.<\/p><\/div>\r\n    <div class=\"iek-reg-card\"><span class=\"iek-reg-badge\">ISO 13485<\/span><p class=\"iek-reg-title\">Kalite Y\u00f6netimi<\/p><p class=\"iek-reg-desc\">T\u0131bbi cihaz \u00fcreticileri i\u00e7in kalite y\u00f6netim sistemi standard\u0131. CE i\u015fareti ve FDA kayd\u0131 i\u00e7in zorunludur. Bu standart, cihaz \u00fcreticisinin s\u00fcre\u00e7leri i\u00e7in ge\u00e7erlidir; bile\u015fen tedarik\u00e7ileri i\u00e7in ge\u00e7erli de\u011fildir.<\/p><\/div>\r\n    <div class=\"iek-reg-card\"><span class=\"iek-reg-badge\">HIPAA \/ GDPR<\/span><p class=\"iek-reg-title\">Veri Gizlili\u011fi<\/p><p class=\"iek-reg-desc\">Cihaz \u00fczerinde ger\u00e7ekle\u015ftirilen NPU \u00e7\u0131kar\u0131m i\u015flemi (buluta veri aktar\u0131m\u0131 yap\u0131lmadan), HIPAA\/GDPR uyumlulu\u011funu \u00f6nemli \u00f6l\u00e7\u00fcde kolayla\u015ft\u0131r\u0131r \u2014 yapay zeka i\u015fleme s\u00fcreci s\u0131ras\u0131nda hi\u00e7bir korunan sa\u011fl\u0131k bilgisi cihazdan d\u0131\u015far\u0131 \u00e7\u0131kmaz.<\/p><\/div>\r\n  <\/div>\r\n \r\n  <div class=\"iek-callout warn\">\r\n    <div class=\"iek-callout-icon\">\u26a0\ufe0f<\/div>\r\n    <div class=\"iek-callout-body\">\r\n      <p class=\"iek-callout-title\">\u00d6nemli: Kart Sertifikasyonu ve Cihaz Sertifikasyonu<\/p>\r\n      <p>RK3588 geli\u015ftirme kart\u0131 veya SoM, IEC 60601 sertifikas\u0131na sahip de\u011fildir ve t\u0131bbi bir cihaz de\u011fildir. Yasal sertifikasyon, muhafaza, g\u00fc\u00e7 kayna\u011f\u0131, hastaya ba\u011fl\u0131 devreler ve yaz\u0131l\u0131m dahil olmak \u00fczere bitmi\u015f \u00fcr\u00fcn i\u00e7in ge\u00e7erlidir. ieeker, cihaz d\u00fczeyinde sertifikasyon s\u00fcrecini desteklemek \u00fczere bile\u015fen d\u00fczeyinde uygunluk belgeleri (CE, FCC, RoHS) sa\u011flayabilir.<\/p>\r\n    <\/div>\r\n  <\/div>\r\n \r\n  <h3>IEC 60601-1 Uyumlulu\u011fu i\u00e7in Pratik \u0130zolasyon Mimarisi<\/h3>\r\n  <p>Standart yakla\u015f\u0131m: hastaya ba\u011fl\u0131 \u00f6n u\u00e7 devreler i\u00e7in yal\u0131t\u0131lm\u0131\u015f g\u00fc\u00e7 kayna\u011f\u0131, yal\u0131t\u0131m bariyerini ge\u00e7en sinyal hatlar\u0131nda optik yal\u0131t\u0131m veya dijital yal\u0131t\u0131c\u0131lar ve hastaya y\u00f6nelik \u00e7evre birimlerine ba\u011fl\u0131 USB veya seri aray\u00fczlerde galvanik yal\u0131t\u0131m. RK3588 SoC, uygun \u015fekilde tasarlanm\u0131\u015f bir ta\u015f\u0131y\u0131c\u0131 kartta tamamen yal\u0131t\u0131m bariyerinin hastaya d\u00f6n\u00fck olmayan taraf\u0131nda \u00e7al\u0131\u015f\u0131r.<\/p>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6cc573b elementor-widget elementor-widget-image\" data-id=\"6cc573b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"533\" data-src=\"https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-medical-device-iec60601-emc-testing-china-1024x682.webp\" class=\"attachment-large size-large wp-image-10404 lazyload\" alt=\"\u00c7inli bir elektrik m\u00fchendisi, akredite edilmi\u015f bir \u00c7in test laboratuvar\u0131nda RK3588 tabanl\u0131 ta\u015f\u0131nabilir t\u0131bbi g\u00f6r\u00fcnt\u00fcleme cihaz\u0131 prototipi \u00fczerinde IEC 60601-1 elektriksel g\u00fcvenlik ve EMC uygunluk testleri ger\u00e7ekle\u015ftiriyor\" data-srcset=\"https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-medical-device-iec60601-emc-testing-china-1024x682.webp 1024w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-medical-device-iec60601-emc-testing-china-300x200.webp 300w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-medical-device-iec60601-emc-testing-china-768x511.webp 768w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-medical-device-iec60601-emc-testing-china-18x12.webp 18w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-medical-device-iec60601-emc-testing-china.webp 1537w\" data-sizes=\"(max-width: 800px) 100vw, 800px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800\/533;\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5243cb9 elementor-widget elementor-widget-html\" data-id=\"5243cb9\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"iek-wrap\">\r\n  <h2 id=\"aipipeline\">RK3588 \u00dczerinde Yapay Zeka Tan\u0131 Modellerinin Devreye Al\u0131nmas\u0131: Klinik \u00c7\u0131kar\u0131m \u0130\u015f Ak\u0131\u015f\u0131<\/h2>\r\n  <p>E\u011fitimli bir tan\u0131sal yapay zeka modelinden \u00fcretime haz\u0131r bir t\u0131bbi g\u00f6r\u00fcnt\u00fcleme cihaz\u0131na uzanan s\u00fcre\u00e7, \u00fc\u00e7 m\u00fchendislik a\u015famas\u0131n\u0131 i\u00e7ermektedir; bu a\u015famalar\u0131n her birinde, standart end\u00fcstriyel yapay zeka uygulamalar\u0131ndan farkl\u0131, t\u0131bbi cihazlara \u00f6zg\u00fc hususlar dikkate al\u0131nmaktad\u0131r.<\/p>\r\n \r\n  <h3>1. A\u015fama: Model E\u011fitimi ve Do\u011frulama (Cihaz D\u0131\u015f\u0131)<\/h3>\r\n  <p>Te\u015fhis ama\u00e7l\u0131 yapay zeka modelleri, PyTorch veya TensorFlow kullan\u0131larak klinik veri k\u00fcmeleri \u00fczerinde e\u011fitilir. Model mimarisinin se\u00e7imi, end\u00fcstriyel g\u00f6r\u00fcnt\u00fcleme alan\u0131ndan farkl\u0131 kriterlere g\u00f6re yap\u0131l\u0131r: duyarl\u0131l\u0131k ve \u00f6zg\u00fcll\u00fck \u00f6l\u00e7\u00fctleri \u00f6nceliklidir (sadece mAP de\u011fil), yanl\u0131\u015f negatif oranlar\u0131na genellikle yanl\u0131\u015f pozitif oranlar\u0131ndan daha fazla a\u011f\u0131rl\u0131k verilir ve d\u00fczenleyici kurumlara yap\u0131lacak ba\u015fvurular i\u00e7in modelin yorumlanabilirli\u011fi (Grad-CAM g\u00f6rselle\u015ftirmeleri) s\u0131kl\u0131kla gereklidir. Yayg\u0131n mimariler aras\u0131nda s\u0131n\u0131fland\u0131rma i\u00e7in EfficientNet, segmentasyon i\u00e7in U-Net ve alg\u0131lama i\u00e7in hafif DETR varyantlar\u0131 yer al\u0131r.<\/p>\r\n \r\n  <h3>2. A\u015fama: Kuantizasyon ve RKNN D\u00f6n\u00fc\u015ft\u00fcrme<\/h3>\r\n  <p>Bir t\u0131bbi yapay zeka modelinin RKNN format\u0131na d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesi, RKNN-Toolkit2 i\u015f ak\u0131\u015f\u0131n\u0131 izler; ancak bu s\u00fcre\u00e7te kritik \u00f6neme sahip bir ekleme vard\u0131r: niceleme sonras\u0131 klinik do\u011frulama. Do\u011frulu\u011fu 0,5% oran\u0131nda d\u00fc\u015f\u00fcren bir INT8 niceleme, makine g\u00f6r\u00fc\u015f\u00fc denetiminde kabul edilebilir bir seviyededir. T\u0131bbi tan\u0131 ba\u011flam\u0131nda ise, bir nod\u00fcl tespit modelinde 0,5%'lik bir d\u00fc\u015f\u00fc\u015f, hasta g\u00fcvenli\u011fi a\u00e7\u0131s\u0131ndan sonu\u00e7lar do\u011furabilir ve orijinal e\u011fitimde kullan\u0131lan ayn\u0131 klinik \u00f6l\u00e7\u00fctlere g\u00f6re do\u011frulanmal\u0131d\u0131r.<\/p>\r\n \r\n  <div class=\"iek-code-block\">\r\n    <div class=\"iek-code-title\">T\u0131bbi Yapay Zeka Modeli Kuantizasyonu \u2014 Klinik Do\u011frulama Veri Seti ile RKNN-Toolkit2<\/div>\r\n    <code>from rknn.api import RKNN\n \nrknn = RKNN(verbose=True)\nrknn.load_onnx(model='.\/thyroid_nodule_detector.onnx')\r\n \r\nrknn.config(\n    mean_values=[[123.675, 116.28, 103.53]],\r\n    std_values=[[58.395, 57.12, 57.375]],\n    target_platform='rk3588',\n    # Klinik do\u011frulama k\u00fcmesini kullan\u0131n \u2014 en az 500 etiketlenmi\u015f vaka\r\n    # hasta demografisi ve g\u00f6r\u00fcnt\u00fcleme ko\u015fullar\u0131n\u0131n t\u00fcm yelpazesini kapsayan\n)\n \nrknn.build(\n    do_quantization=True,\n    dataset='.\/clinical_calibration_dataset.txt'\n)\r\n \r\n# \u00dcretim ortam\u0131na da\u011f\u0131t\u0131mdan \u00f6nce, ayr\u0131lm\u0131\u015f klinik test seti \u00fczerinde duyarl\u0131l\u0131k\/\u00f6zg\u00fcll\u00fc\u011f\u00fc do\u011frulay\u0131n\n# \u2014 sadece mAP veya do\u011fruluk de\u011fil\nrknn.export_rknn('.\/thyroid_nodule_detector_int8.rknn')<\/code>\r\n  <\/div>\r\n \r\n  <h3>3. A\u015fama: Klinik \u00c7\u0131kar\u0131mlar\u0131n B\u00fct\u00fcnle\u015ftirilmesi<\/h3>\r\n  <p>RK3588 cihaz\u0131nda, yapay zeka \u00e7\u0131kar\u0131m boru hatt\u0131, ger\u00e7ek zamanl\u0131 \u00e7\u0131kt\u0131s\u0131 klinik ekrana aktar\u0131lan bir arka plan hizmeti olarak \u00e7al\u0131\u015f\u0131r. NPU \u00e7\u0131kar\u0131m i\u015f par\u00e7ac\u0131\u011f\u0131, tutarl\u0131 gecikme s\u00fcresini sa\u011flamak i\u00e7in SCHED_FIFO \u00f6nceli\u011finde \u00e7al\u0131\u015f\u0131r \u2014 bir klinisyen, aktif bir te\u015fhis seans\u0131 s\u0131ras\u0131nda arka plandaki i\u015fletim sistemi faaliyetlerinden kaynaklanan \u00e7\u0131kar\u0131m sonucu gecikmeleriyle asla kar\u015f\u0131la\u015fmamal\u0131d\u0131r.<\/p>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5ea675f elementor-widget elementor-widget-html\" data-id=\"5ea675f\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"iek-wrap\">\r\n<div class=\"iek-story-box\">\r\n  <div class=\"iek-story-header\">\r\n    <span class=\"iek-tag\">Fabrika Zemin<\/span>\r\n    Birinci \u015eah\u0131s Anlat\u0131m\u0131 \u2014 ieeker G\u00f6m\u00fcl\u00fc Sistemler M\u00fchendislik Ekibi\r\n  <\/div>\r\n  <div class=\"iek-story-body\">\r\n    <p class=\"iek-story-h2\">Ta\u015f\u0131nabilir Ultrason Cihaz\u0131nda ISP Kalibrasyon Sorununu \u00c7\u00f6zme<\/p>\r\n    <p>Ta\u015f\u0131nabilir bir hasta ba\u015f\u0131 ultrason terminali geli\u015ftiren bir t\u0131bbi cihaz OEM\u2019si, klinik do\u011frulama ba\u015fvurusu i\u00e7in son tarihten sekiz hafta \u00f6nce, ekran kalitesiyle ilgili bir sorun nedeniyle bizimle ileti\u015fime ge\u00e7ti. G\u00fcneydo\u011fu Asya\u2019daki klinik a\u011flar\u0131nda obstetrik ve acil t\u0131p alanlar\u0131na y\u00f6nelik olarak tasarlanan bu cihaz, bilgi i\u015flem \u00e7ekirde\u011fi olarak bir RK3588 SBC kullan\u0131yordu ve dijitalle\u015ftirilmi\u015f ultrason probu sinyali, \u00f6zel bir analog \u00f6n u\u00e7 kart\u0131 arac\u0131l\u0131\u011f\u0131yla ISP\u2019ye besleniyordu.<\/p>\r\n    <p>Sorun, klinik de\u011ferlendirme s\u0131ras\u0131nda ortaya \u00e7\u0131kt\u0131: Radyologlar, ayn\u0131 modeldeki cihazlar aras\u0131nda parlakl\u0131k ve kontrast a\u00e7\u0131s\u0131ndan tutars\u0131zl\u0131klar oldu\u011funu bildirdi. Ayn\u0131 \u00fcretim partisinden \u00e7\u0131kan iki cihaz, ayn\u0131 hastada ayn\u0131 prob kullan\u0131ld\u0131\u011f\u0131nda g\u00f6rsel olarak farkl\u0131 g\u00f6r\u00fcnt\u00fcler \u00fcretti. Sinyal analizi, prob kaynakl\u0131 bir farkl\u0131l\u0131k olas\u0131l\u0131\u011f\u0131n\u0131 ortadan kald\u0131rd\u0131 \u2014 sorun, ISP i\u015fleme a\u015famas\u0131nda ortaya \u00e7\u0131k\u0131yordu.<\/p>\r\n    <p>Tan\u0131 sonucunda, RK3588 ISP\u2019nin Otomatik Beyaz Dengesi parametrelerinin, standart bir g\u00f6r\u00fcn\u00fcr \u0131\u015f\u0131k foto\u011fraf sahnesini varsayan fabrika varsay\u0131lan ayarlar\u0131nda b\u0131rak\u0131ld\u0131\u011f\u0131 ortaya \u00e7\u0131kt\u0131. Ultrason g\u00f6r\u00fcnt\u00fc verilerinin spektral da\u011f\u0131l\u0131m\u0131 temelde farkl\u0131d\u0131r \u2014 varsay\u0131lan AWB algoritmas\u0131, beneklerin yo\u011fun oldu\u011fu ultrason g\u00f6r\u00fcnt\u00fclerinde sistematik bir sapmaya yol a\u00e7m\u0131\u015f ve bu durum, analog \u00f6n u\u00e7 bile\u015fenlerindeki k\u00fc\u00e7\u00fck \u00fcretim toleranslar\u0131 nedeniyle daha da artm\u0131\u015ft\u0131r.<\/p>\r\n    <p>Bu d\u00fczeltme, \u00f6zel ISP ayarlamalar\u0131 gerektiriyordu: ultrason modu i\u00e7in otomatik AWB\u2019nin devre d\u0131\u015f\u0131 b\u0131rak\u0131lmas\u0131, \u00fcretim s\u0131ras\u0131nda standart bir test fantomu kullan\u0131larak her bir cihaz birimi i\u00e7in sabit bir kazan\u00e7 matrisinin kalibre edilmesi ve kalibre edilmi\u015f parametrelerin \u00f6ny\u00fckleme s\u0131ras\u0131nda cihaza \u00f6zg\u00fc ISP yap\u0131land\u0131rmas\u0131 olarak uygulanmas\u0131. \u00dcretim hatt\u0131n\u0131n sonunda her birimde \u00e7al\u0131\u015ft\u0131r\u0131lan 20 saniyelik otomatik bir kalibrasyon d\u00fczene\u011fi geli\u015ftirdik.<\/p>\r\n \r\n    <div class=\"iek-stats-grid\">\r\n      <div class=\"iek-stat-card\"><div class=\"iek-stat-num\">&lt;2%<\/div><div class=\"iek-stat-label\">Cihazlar aras\u0131 parlakl\u0131k fark\u0131 (eski ad\u0131yla 11%)<\/div><\/div>\r\n      <div class=\"iek-stat-card\"><div class=\"iek-stat-num\">20'li ya\u015flar<\/div><div class=\"iek-stat-label\">Birim ba\u015f\u0131na \u00fcretim kalibrasyon s\u00fcresi<\/div><\/div>\r\n      <div class=\"iek-stat-card\"><div class=\"iek-stat-num\">100%<\/div><div class=\"iek-stat-label\">D\u00fczeltme sonras\u0131 klinik do\u011frulama ba\u015far\u0131 oran\u0131<\/div><\/div>\r\n      <div class=\"iek-stat-card\"><div class=\"iek-stat-num\">6 hafta<\/div><div class=\"iek-stat-label\">Sorun bildirimi ile \u00fcretim ortam\u0131ndaki d\u00fczeltme aras\u0131nda ge\u00e7en s\u00fcre<\/div><\/div>\r\n    <\/div>\r\n \r\n    <p>T\u0131bbi cihaz ekiplerine y\u00f6nelik ders: ISP, foto\u011frafik olmayan g\u00f6r\u00fcnt\u00fcleme y\u00f6ntemleri i\u00e7in uygulamaya \u00f6zel ayarlamalar gerektirir. ISP kalibrasyonunu en ba\u015f\u0131ndan itibaren \u00fcretim s\u00fcrecinize dahil edin \u2014 geli\u015ftirme s\u00fcrecinin ilerleyen a\u015famalar\u0131nda bunu sonradan eklemek maliyetlidir.<\/p>\r\n  <\/div>\r\n<\/div>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff2de77 elementor-widget elementor-widget-image\" data-id=\"ff2de77\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"534\" data-src=\"https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-isp-calibration-ultrasound-production-shenzhen-1024x683.webp\" class=\"attachment-large size-large wp-image-10405 lazyload\" alt=\"\" data-srcset=\"https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-isp-calibration-ultrasound-production-shenzhen-1024x683.webp 1024w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-isp-calibration-ultrasound-production-shenzhen-300x200.webp 300w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-isp-calibration-ultrasound-production-shenzhen-768x512.webp 768w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-isp-calibration-ultrasound-production-shenzhen-18x12.webp 18w, https:\/\/ieeker.com\/wp-content\/uploads\/2026\/06\/rk3588-isp-calibration-ultrasound-production-shenzhen.webp 1535w\" data-sizes=\"(max-width: 800px) 100vw, 800px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800\/534;\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e1a62cc elementor-widget elementor-widget-html\" data-id=\"e1a62cc\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"iek-wrap\">\r\n<div class=\"iek-story-box\">\r\n  <div class=\"iek-story-header\">\r\n    <span class=\"iek-tag\">Vaka \u00c7al\u0131\u015fmas\u0131<\/span>\r\n    Ta\u015f\u0131nabilir Yapay Zeka Te\u015fhis Terminali \u00b7 Birinci Basamak Sa\u011fl\u0131k Hizmetleri A\u011f\u0131 \u00b7 Do\u011fu Afrika\r\n  <\/div>\r\n  <div class=\"iek-story-body\">\r\n    <p class=\"iek-story-h2\">K\u0131rsal B\u00f6lgelerdeki Birinci Basamak Sa\u011fl\u0131k Hizmetleri i\u00e7in 50 Adet Ta\u015f\u0131nabilir Ultrason Terminali Kurulumu<\/p>\r\n    <p>2024 y\u0131l\u0131n\u0131n ikinci \u00e7eyre\u011finde, b\u00f6lgesel bir h\u00fck\u00fcmet sa\u011fl\u0131k program\u0131yla ortakl\u0131k kuran bir dijital sa\u011fl\u0131k STK\u2019s\u0131, Do\u011fu Afrika\u2019n\u0131n k\u0131rsal b\u00f6lgelerindeki birinci basamak sa\u011fl\u0131k kliniklerine 50 adet ta\u015f\u0131nabilir ultrason tan\u0131 terminali tedarik etmesi i\u00e7in bir t\u0131bbi cihaz OEM\u2019iyle s\u00f6zle\u015fme imzalad\u0131. Cihazlar\u0131n kullan\u0131ma sunulaca\u011f\u0131 ortam olduk\u00e7a zorluydu: g\u00fcvenilir internet ba\u011flant\u0131s\u0131 yoktu, elektrik \u015febekesi istikrars\u0131zd\u0131 (6 saatten fazla pil \u00f6mr\u00fc gerekiyordu), ortam s\u0131cakl\u0131\u011f\u0131 40\u00b0C\u2019ye kadar \u00e7\u0131k\u0131yordu ve ultrason e\u011fitimi s\u0131n\u0131rl\u0131 olan klinik personeli, e\u011fitimli ultrason teknisyenlerinin eksikli\u011fini telafi etmek i\u00e7in yapay zeka deste\u011fine ihtiya\u00e7 duyuyordu.<\/p>\r\n    <p>Cihazda ieeker RK3588 end\u00fcstriyel tek kartl\u0131 bilgisayar (SBC) kullan\u0131ld\u0131. Yapay zeka \u00e7\u0131kar\u0131m y\u0131\u011f\u0131n\u0131, NPU \u00fczerinde \u00fc\u00e7 modeli e\u015fzamanl\u0131 olarak \u00e7al\u0131\u015ft\u0131rd\u0131: fetal biyometri otomasyon modeli, obstetrik komplikasyon tarama modeli ve e\u011fitimsiz operat\u00f6rlerin tan\u0131 kalitesinde prob konumland\u0131rmas\u0131 yapmalar\u0131na yard\u0131mc\u0131 olan g\u00f6r\u00fcnt\u00fc kalitesi de\u011ferlendirme modeli.<\/p>\r\n    <p>Operat\u00f6r rehberlik modeli \u2014 ultrason g\u00f6r\u00fcnt\u00fc kalitesini ger\u00e7ek zamanl\u0131 olarak de\u011ferlendirip y\u00f6nlendirme talimatlar\u0131n\u0131 g\u00f6r\u00fcnt\u00fcleyen \u2014 klinik a\u00e7\u0131dan en etkili \u00f6zellikti. Bir saatlik e\u011fitim alm\u0131\u015f personel, her muayene i\u00e7in 3\u20135 dakika i\u00e7inde tutarl\u0131 bir \u015fekilde tan\u0131 kalitesinde g\u00f6r\u00fcnt\u00fcler elde ederken, deneyimli ultrason teknisyenleri taraf\u0131ndan yap\u0131lan e\u015fde\u011fer manuel rehberlikte bu s\u00fcre 15\u201325 dakikayd\u0131.<\/p>\r\n \r\n    <div class=\"iek-stats-grid\">\r\n      <div class=\"iek-stat-card\"><div class=\"iek-stat-num\">6,8 saat<\/div><div class=\"iek-stat-label\">Tek \u015farjla pil \u00f6mr\u00fc (7,4 V 15 Ah)<\/div><\/div>\r\n      <div class=\"iek-stat-card\"><div class=\"iek-stat-num\">94.3%<\/div><div class=\"iek-stat-label\">Yapay zeka biyometrisinin do\u011frulu\u011fu ile uzmanlar\u0131n referans de\u011ferlerinin kar\u015f\u0131la\u015ft\u0131r\u0131lmas\u0131<\/div><\/div>\r\n      <div class=\"iek-stat-card\"><div class=\"iek-stat-num\">4,2 dakika<\/div><div class=\"iek-stat-label\">Ortalama s\u0131nav s\u00fcresi (e\u011fitimsiz personel)<\/div><\/div>\r\n      <div class=\"iek-stat-card\"><div class=\"iek-stat-num\">8,9 W<\/div><div class=\"iek-stat-label\">Sistemin tam g\u00fcc\u00fc (g\u00f6r\u00fcnt\u00fcleme + yapay zeka etkin)<\/div><\/div>\r\n      <div class=\"iek-stat-card\"><div class=\"iek-stat-num\">0<\/div><div class=\"iek-stat-label\">Yapay zeka \u00e7\u0131kar\u0131m i\u015flemleri i\u00e7in bulut ba\u011flant\u0131s\u0131 gereklidir<\/div><\/div>\r\n      <div class=\"iek-stat-card\"><div class=\"iek-stat-num\">18 ay<\/div><div class=\"iek-stat-label\">12 ayl\u0131k g\u00f6zden ge\u00e7irme s\u0131ras\u0131nda MTBF hedefi a\u015f\u0131ld\u0131<\/div><\/div>\r\n    <\/div>\r\n \r\n    <p>8,9 W\u2019l\u0131k tam sistem g\u00fc\u00e7 t\u00fcketimi, pil \u00f6zelliklerinin belirlenmesinde belirleyici k\u0131s\u0131tlay\u0131c\u0131 fakt\u00f6rd\u00fc. Tipik bir x86 alternatifinde 50\u201380 W g\u00fc\u00e7 t\u00fcketimi s\u00f6z konusu oldu\u011funda, ayn\u0131 pil tak\u0131m\u0131 2 saatten az dayan\u0131rd\u0131. RK3588'in g\u00fc\u00e7 profili bir kolayl\u0131k \u00f6zelli\u011fi de\u011fildi \u2014 \u00fcr\u00fcn\u00fcn klinik kullan\u0131m\u0131n\u0131 fiziksel olarak m\u00fcmk\u00fcn k\u0131lan unsurdur.<\/p>\r\n  <\/div>\r\n<\/div>\r\n<\/div>\r\n \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-df61337 elementor-widget elementor-widget-html\" data-id=\"df61337\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"iek-wrap\">\r\n  <h2 id=\"comparison\">RK3588 ve T\u0131bbi G\u00f6r\u00fcnt\u00fcleme Alan\u0131ndaki Alternatif Platformlar<\/h2>\r\n \r\n  <div class=\"iek-table-wrap\">\r\n    <table>\r\n      <thead><tr><th>Platform<\/th><th>Yapay Zeka Hesaplama<\/th><th>ISP<\/th><th>G\u00fc\u00e7<\/th><th>T\u0131bbi Cihaz Uyumu<\/th><\/tr><\/thead>\r\n      <tbody>\r\n        <tr><td>RK3588<\/td><td>6 TOPS NPU<\/td><td>\u00c7ift 48 MP ISP 3.0<\/td><td>5-13W<\/td><td><span class=\"iek-badge iek-badge-green\">POCUS \u00b7 Endoskopi \u00b7 Hasta Yata\u011f\u0131 Yan\u0131nda Kullan\u0131lan Monit\u00f6r<\/span><\/td><\/tr>\r\n        <tr><td>i.MX8M Plus (NXP)<\/td><td>2.3 TOPS NPU<\/td><td>\u00c7ift ISP (s\u0131n\u0131rl\u0131 HDR)<\/td><td>3\u20136 W<\/td><td><span class=\"iek-badge iek-badge-blue\">Hasta Monit\u00f6r\u00fc \u00b7 D\u00fc\u015f\u00fck karma\u015f\u0131kl\u0131kl\u0131 yapay zeka<\/span><\/td><\/tr>\r\n        <tr><td>Jetson Orin Nano<\/td><td>40 TOPS GPU<\/td><td>\u0130nternet Servis Sa\u011flay\u0131c\u0131s\u0131 yok<\/td><td>7-15W<\/td><td><span class=\"iek-badge iek-badge-amber\">Y\u00fcksek karma\u015f\u0131kl\u0131kl\u0131 yapay zeka \u00b7 Harici ISP gerektirir<\/span><\/td><\/tr>\r\n        <tr><td>Snapdragon 888<\/td><td>26 TOPS (Alt\u0131gen)<\/td><td>\u00dc\u00e7l\u00fc ISP (Spectra 580)<\/td><td>5\u201312 W<\/td><td><span class=\"iek-badge iek-badge-amber\">El Tipi \u00b7 Medical BSP Limited<\/span><\/td><\/tr>\r\n        <tr><td>x86 (Core i5\/i7)<\/td><td>Yok (dGPU eklentisi)<\/td><td>Yok (harici kare yakalay\u0131c\u0131)<\/td><td>35\u201380 W<\/td><td><span class=\"iek-badge iek-badge-red\">Yaln\u0131zca arabal\u0131 sistemler \u00b7 Ta\u015f\u0131nabilir de\u011fil<\/span><\/td><\/tr>\r\n      <\/tbody>\r\n    <\/table>\r\n  <\/div>\r\n \r\n  <p>Y\u00fcksek \u00e7\u00f6z\u00fcn\u00fcrl\u00fckl\u00fc g\u00f6r\u00fcnt\u00fclemenin yan\u0131 s\u0131ra ger\u00e7ek zamanl\u0131 yapay zeka tabanl\u0131 te\u015fhis deste\u011fi gerektiren uygulamalar i\u00e7in, RK3588\u2019in 6 TOPS NPU ve 48 MP ISP kombinasyonu, \u00fcretim a\u015famas\u0131na haz\u0131r end\u00fcstriyel tek kartl\u0131 bilgisayar (SBC) form fakt\u00f6rlerinde \u015fu anda mevcut olan 15 W alt\u0131ndaki g\u00fc\u00e7 aral\u0131\u011f\u0131nda en y\u00fcksek performans sunan se\u00e7enektir.<\/p>\r\n \r\n  <h2 id=\"formfactor\">T\u0131bbi Cihaz Entegrasyonu i\u00e7in Kart Form Fakt\u00f6rleri<\/h2>\r\n  <p>T\u0131bbi cihaz donan\u0131m m\u00fchendisleri, ek k\u0131s\u0131tlamalar i\u00e7eren bir form fakt\u00f6r\u00fc karar\u0131yla kar\u015f\u0131 kar\u015f\u0131yad\u0131r: IEC 60601-1 izolasyon gereklilikleri, hastaya ba\u011fl\u0131 devrelerin ve hastaya ba\u011fl\u0131 olmayan devrelerin ayr\u0131 kartlarda tutulmas\u0131n\u0131 \u00f6ng\u00f6r\u00fcr; ayr\u0131ca, kendi CE ve FCC beyanlar\u0131na sahip, a\u00e7\u0131k\u00e7a tan\u0131mlanm\u0131\u015f haz\u0131r bir bile\u015fen olarak ticari bir SoM kullan\u0131lmas\u0131, mevzuata uygun belgeleme a\u00e7\u0131s\u0131ndan avantaj sa\u011flar.<\/p>\r\n \r\n  <div class=\"iek-compare-grid\">\r\n    <div class=\"iek-compare-card iek-blue\">\r\n      <p class=\"iek-compare-title\">\ud83e\udde9 SoM + \u00d6zel T\u0131bbi Ta\u015f\u0131y\u0131c\u0131 Kart<\/p>\r\n      <ul>\r\n        <li>En net d\u00fczenleyici s\u0131n\u0131r \u2014 SoM, OTS bile\u015fenidir<\/li>\r\n        <li>Ta\u015f\u0131y\u0131c\u0131 kart \u00fczerinde \u00f6zel izolasyon tasar\u0131m\u0131<\/li>\r\n        <li>Cihaz kasas\u0131 i\u00e7in optimize edilmi\u015f form fakt\u00f6r\u00fc<\/li>\r\n        <li>S\u0131n\u0131f IIa\/IIb cihazlar i\u00e7in idealdir (510k \/ CE MDR)<\/li>\r\n        <li>Y\u0131ll\u0131k hacim &gt;200 birim olanlar i\u00e7in \u00f6nerilir<\/li>\r\n      <\/ul>\r\n    <\/div>\r\n    <div class=\"iek-compare-card iek-teal\">\r\n      <p class=\"iek-compare-title\">\ud83d\udd27 End\u00fcstriyel SBC (Geli\u015ftirme Kart\u0131)<\/p>\r\n      <ul>\r\n        <li>Klinik prototip do\u011frulamas\u0131na giden en h\u0131zl\u0131 yol<\/li>\r\n        <li>Tam BSP deste\u011fi, Linux i\u00e7in \u00f6nceden do\u011frulanm\u0131\u015f<\/li>\r\n        <li>S\u0131n\u0131f I cihazlar veya ara\u015ft\u0131rma ama\u00e7l\u0131 kullan\u0131m i\u00e7in uygundur<\/li>\r\n        <li>Hasta devreleri i\u00e7in harici izolasyon kart\u0131 gereklidir<\/li>\r\n        <li>Pilot \u00e7al\u0131\u015fma ve erken a\u015famadaki klinik de\u011ferlendirme i\u00e7in uygundur<\/li>\r\n      <\/ul>\r\n    <\/div>\r\n  <\/div>\r\n  <p>\u015euna g\u00f6z at\u0131n: <a href=\"https:\/\/ieeker.com\/tr\/som-vs-sbc-scalability-cost\/\" target=\"_blank\">SoM vs SBC k\u0131lavuzu<\/a> T\u0131bbi cihaz \u00fcretim programlar\u0131nda form fakt\u00f6r\u00fc a\u00e7\u0131s\u0131ndan ortaya \u00e7\u0131kan avantaj ve dezavantajlar\u0131n kapsaml\u0131 bir kar\u015f\u0131la\u015ft\u0131rmas\u0131 i\u00e7in.<\/p>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a813cfa elementor-widget elementor-widget-html\" data-id=\"a813cfa\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"iek-wrap\">\r\n  <h2 id=\"checklist\">RK3588, t\u0131bbi g\u00f6r\u00fcnt\u00fcleme cihaz\u0131n\u0131z i\u00e7in do\u011fru platform mu?<\/h2>\r\n  <ul class=\"iek-checklist\">\r\n    <li class=\"iek-ok\"><span class=\"iek-ci\">\u2705<\/span><span class=\"iek-ct\"><strong>Ta\u015f\u0131nabilir POCUS cihaz\u0131<\/strong> \u2014 M\u00fckemmel uyum. ISP + NPU + H.265 kodlay\u0131c\u0131 + pil ile \u00e7al\u0131\u015fabilen g\u00fc\u00e7 kayna\u011f\u0131, POCUS gereksinimlerini tam olarak kar\u015f\u0131l\u0131yor.<\/span><\/li>\r\n    <li class=\"iek-ok\"><span class=\"iek-ci\">\u2705<\/span><span class=\"iek-ct\"><strong>Yapay zeka destekli tan\u0131 i\u015f istasyonu<\/strong> (hasta ba\u015f\u0131\/ayakta tedavi) \u2014 son derece uygun. 4K ekran, 6 TOPS NPU, Linux y\u0131\u011f\u0131n\u0131 \u00fczerinden DICOM\/PACS entegrasyonu.<\/span><\/li>\r\n    <li class=\"iek-ok\"><span class=\"iek-ci\">\u2705<\/span><span class=\"iek-ct\"><strong>Ta\u015f\u0131nabilir endoskopi sistemi<\/strong> \u2014 m\u00fckemmel uyum. MIPI CSI 4K giri\u015fi, NPU polip alg\u0131lama, donan\u0131m tabanl\u0131 H.265 DICOM kayd\u0131.<\/span><\/li>\r\n    <li class=\"iek-ok\"><span class=\"iek-ci\">\u2705<\/span><span class=\"iek-ct\"><strong>\u00c7evrimd\u0131\u015f\u0131 yapay zeka tan\u0131lama<\/strong> (bulut yok) \u2014 m\u00fckemmel uyum. Cihaz \u00fczerinde ger\u00e7ekle\u015ftirilen NPU \u00e7\u0131kar\u0131m i\u015flemi, PHI aktar\u0131m\u0131n\u0131 ortadan kald\u0131rarak HIPAA\/GDPR uyumlulu\u011funu kolayla\u015ft\u0131r\u0131r.<\/span><\/li>\r\n    <li class=\"iek-ok\"><span class=\"iek-ci\">\u2705<\/span><span class=\"iek-ct\"><strong>Yapay zeka uyar\u0131 sistemine sahip \u00e7ok parametreli hasta monit\u00f6r\u00fc<\/strong> \u2014 M\u00fckemmel uyum. \u00c7ok say\u0131da sens\u00f6r aray\u00fcz\u00fc, aritmi modelleri i\u00e7in NPU, ekran g\u00f6r\u00fcnt\u00fcleme.<\/span><\/li>\r\n    <li class=\"iek-warn\"><span class=\"iek-ci\">\u26a0\ufe0f<\/span><span class=\"iek-ct\"><strong>Dermatoskopi \/ oftalmoloji g\u00f6r\u00fcnt\u00fcleme<\/strong> \u2014 \u0130SS kalibrasyonu ile kullan\u0131labilir. Uygulamaya \u00f6zel ayarlamalar gerektirir (yukar\u0131daki fabrika \u00f6rne\u011fine bak\u0131n\u0131z).<\/span><\/li>\r\n    <li class=\"iek-warn\"><span class=\"iek-ci\">\u26a0\ufe0f<\/span><span class=\"iek-ct\"><strong>Y\u00fcksek hacimli DICOM ar\u015fivi (g\u00fcnde 100+ GB)<\/strong> \u2014 PCIe \u00fczerinden NVMe ile \u00e7al\u0131\u015fabilir. Ta\u015f\u0131y\u0131c\u0131 kart tasar\u0131m\u0131nda NVMe SSD\u2019yi dikkate al\u0131n; yaln\u0131zca eMMC yeterli de\u011fildir.<\/span><\/li>\r\n    <li class=\"iek-no\"><span class=\"iek-ci\">\u274c<\/span><span class=\"iek-ct\"><strong>3D MRG\/BT rekonstr\u00fcksiyonu<\/strong> \u2014 uygun de\u011fildir. GPU d\u00fczeyinde hesaplama g\u00fcc\u00fc gerektirir. RK3588, 2D kesit g\u00f6r\u00fcnt\u00fclemeyi destekler, ancak ger\u00e7ek zamanl\u0131 hacimsel rekonstr\u00fcksiyonu desteklemez.<\/span><\/li>\r\n    <li class=\"iek-no\"><span class=\"iek-ci\">\u274c<\/span><span class=\"iek-ct\"><strong>Radyasyon tedavisi kontrol\u00fc (SIL3+)<\/strong> \u2014 Tek ba\u015f\u0131na kontrol cihaz\u0131 olarak kullan\u0131ma uygun de\u011fildir. Uygulama i\u015flemcisinden ayr\u0131, g\u00fcvenlik sertifikal\u0131 \u00f6zel bir donan\u0131m gerektirir.<\/span><\/li>\r\n  <\/ul>\r\n \r\n  <h2 id=\"faq\">S\u0131k\u00e7a Sorulan Sorular<\/h2>\r\n  <div class=\"iek-faq-item\">\r\n    <p class=\"iek-faq-q\">RK3588, IEC 60601-1 sertifikas\u0131na sahip mi?<\/p>\r\n    <p class=\"iek-faq-a\">Hay\u0131r \u2014 ve \u00f6yle olmas\u0131 da gerekmez. IEC 60601-1 sertifikas\u0131, tek tek bile\u015fenler veya SoC\u2019ler i\u00e7in de\u011fil, tam te\u015fekk\u00fcll\u00fc t\u0131bbi elektrikli ekipmanlar i\u00e7in ge\u00e7erlidir. ieeker\u2019in kartlar\u0131, elektronik bile\u015fenler olarak CE ve FCC beyanlar\u0131na sahiptir. T\u0131bbi cihaz OEM'i, hastaya ba\u011fl\u0131 devreler ile bilgi i\u015flem platformu aras\u0131nda uygun bir izolasyon tasar\u0131m\u0131 sa\u011flayarak, bitmi\u015f cihaz\u0131n IEC 60601-1 standard\u0131na uygunlu\u011fundan sorumludur.<\/p>\r\n  <\/div>\r\n  <div class=\"iek-faq-item\">\r\n    <p class=\"iek-faq-q\">RK3588, ger\u00e7ek zamanl\u0131 ultrason \u0131\u015f\u0131n \u015fekillendirme i\u015flevini yerine getirebilir mi?<\/p>\r\n    <p class=\"iek-faq-a\">Hay\u0131r. Ultrason \u0131\u015f\u0131n \u015fekillendirme i\u015flemi, nanosaniyenin alt\u0131nda zamanlama hassasiyetine sahip \u00f6zel FPGA veya ASIC donan\u0131m\u0131 gerektirir. RK3588, \u0131\u015f\u0131n \u015fekillendiricinin a\u015fa\u011f\u0131 ak\u0131\u015f\u0131nda \u00e7al\u0131\u015f\u0131r; dijitalle\u015ftirilmi\u015f, \u0131\u015f\u0131n \u015fekillendirilmi\u015f g\u00f6r\u00fcnt\u00fc verilerini al\u0131r ve bu verilere AI i\u015fleme, ekran g\u00f6r\u00fcnt\u00fcleme ve DICOM ar\u015fivleme i\u015flemlerini uygular. Prob ile RK3588 aras\u0131nda, ADC'ler ve bir \u0131\u015f\u0131n \u015fekillendirme FPGA's\u0131 i\u00e7eren \u00f6zel bir analog \u00f6n u\u00e7 kart\u0131 bulunur.<\/p>\r\n  <\/div>\r\n  <div class=\"iek-faq-item\">\r\n    <p class=\"iek-faq-q\">Cihaz \u00fczerinde ger\u00e7ekle\u015ftirilen yapay zeka \u00e7\u0131kar\u0131mlar\u0131, HIPAA uyumlulu\u011funu nas\u0131l kolayla\u015ft\u0131r\u0131r?<\/p>\r\n    <p class=\"iek-faq-a\">AI \u00e7\u0131kar\u0131m i\u015flemi RK3588 NPU arac\u0131l\u0131\u011f\u0131yla cihaz \u00fczerinde y\u00fcr\u00fct\u00fcld\u00fc\u011f\u00fcnde, hasta g\u00f6r\u00fcnt\u00fc verileri i\u015fleme s\u0131ras\u0131nda cihazdan asla d\u0131\u015far\u0131 \u00e7\u0131kmaz; bu da bulut hizmet sa\u011flay\u0131c\u0131s\u0131n\u0131 uyumluluk kapsam\u0131ndan tamamen \u00e7\u0131kar\u0131r. Yerel DICOM depolama, cihaz d\u00fczeyinde AES-256 \u015fifreleme kullan\u0131r (RK3588'in donan\u0131m \u015fifreleme motoru taraf\u0131ndan desteklenir). PACS'ye a\u011f \u00fczerinden yap\u0131lan aktar\u0131m, yaln\u0131zca hastanenin i\u00e7 a\u011f\u0131 i\u00e7inde ger\u00e7ekle\u015fir ve bu da kurulu\u015fun mevcut uyumluluk \u00e7er\u00e7evesi kapsam\u0131nda yer al\u0131r.<\/p>\r\n  <\/div>\r\n  <div class=\"iek-faq-item\">\r\n    <p class=\"iek-faq-q\">RK3588 \u00fczerinde \u00e7al\u0131\u015fan t\u0131bbi g\u00f6r\u00fcnt\u00fcleme cihazlar\u0131 i\u00e7in \u00f6nerilen i\u015fletim sistemi hangisidir?<\/p>\r\n    <p class=\"iek-faq-a\">Yasal bildirim gerektiren cihazlar i\u00e7in Debian 12 \u00f6nerilmektedir. \u00d6ng\u00f6r\u00fclebilir g\u00fcvenlik g\u00fcncelleme s\u0131kl\u0131\u011f\u0131 ve apt tabanl\u0131 paket y\u00f6netimi, IEC 62304 uyumlulu\u011fu i\u00e7in gerekli olan yaz\u0131l\u0131m s\u00fcr\u00fcm kontrol\u00fc belgelerini basitle\u015ftirir. AOSP\u2019nin karma\u015f\u0131k g\u00fcncelleme ya\u015fam d\u00f6ng\u00fcs\u00fc nedeniyle, S\u0131n\u0131f IIa veya \u00fczeri cihazlar i\u00e7in Android \u00f6nerilmemektedir. Bkz. <a href=\"https:\/\/ieeker.com\/tr\/linux-vs-android-rk3588-industrial\/\" target=\"_blank\">RK3588 \u00fczerinde Linux vs Android k\u0131lavuzu<\/a> tam kar\u015f\u0131la\u015ft\u0131rma i\u00e7in.<\/p>\r\n  <\/div>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e416a8 elementor-widget elementor-widget-html\" data-id=\"0e416a8\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"iek-wrap\">\r\n  <div class=\"iek-cta\">\r\n    <div class=\"iek-cta-title\" style=\"display:block!important;color:#ffffff!important;font-size:22px!important;font-weight:800!important;line-height:1.4!important;overflow:visible!important;height:auto!important;max-height:none!important;white-space:normal!important;margin:0 0 14px!important;\">Bir <em style=\"color:#5aacf0!important;font-style:normal!important;\">T\u0131bbi G\u00f6r\u00fcnt\u00fcleme Cihaz\u0131<\/em> RK3588'de?<\/div>\r\n    <p class=\"iek-cta-desc\" style=\"color:rgba(255,255,255,0.85)!important;opacity:1!important;\">ieeker\u2019in RK3588 end\u00fcstriyel SBC\u2019leri ve \u00e7ekirdek kartlar\u0131, ta\u015f\u0131nabilir t\u0131bbi g\u00f6r\u00fcnt\u00fcleme cihazlar\u0131 i\u00e7in bilgi i\u015flem altyap\u0131s\u0131n\u0131 sa\u011flar \u2014 \u00f6nceden do\u011frulanm\u0131\u015f Debian\/Ubuntu BSP\u2019leri, DCMTK ve RKNN-Toolkit2 entegrasyon deste\u011fi, \u00f6zel ta\u015f\u0131y\u0131c\u0131 kart tasar\u0131mlar\u0131 i\u00e7in SoM form fakt\u00f6r\u00fc se\u00e7enekleri ve t\u0131bbi uygulama dan\u0131\u015fmanl\u0131\u011f\u0131 i\u00e7in m\u00fchendislik ekibinin deste\u011fi de sunulmaktad\u0131r.<\/p>\r\n    <div class=\"iek-cta-links\">\r\n      <a href=\"https:\/\/ieeker.com\/tr\/products\/rk3588\/\" target=\"_blank\" class=\"iek-cta-link\">\ud83d\udd2c RK3588 End\u00fcstriyel SBC ve SoM'yi inceleyin \u2014 \u00c7ift ISP, 6 TOPS NPU, Debian 12 BSP <span class=\"iek-arrow\">\u2192<\/span><\/a>\r\n      <a href=\"https:\/\/ieeker.com\/tr\/rk3588-npu-performance-industrial-edge-ai\/\" target=\"_blank\" class=\"iek-cta-link\">\u26a1 Okuyun: RK3588 NPU Performans\u0131 \u2014 Yapay Zeka \u00c7\u0131kar\u0131m\u0131na Y\u00f6nelik Model Kar\u015f\u0131la\u015ft\u0131rmalar\u0131 <span class=\"iek-arrow\">\u2192<\/span><\/a>\r\n      <a href=\"https:\/\/ieeker.com\/tr\/linux-vs-android-rk3588-industrial\/\" target=\"_blank\" class=\"iek-cta-link\">\ud83d\udda5 Okuyun: RK3588'de Linux ve Android Kar\u015f\u0131la\u015ft\u0131rmas\u0131 \u2014 T\u0131bbi Cihazlar i\u00e7in \u0130\u015fletim Sistemi Se\u00e7imi <span class=\"iek-arrow\">\u2192<\/span><\/a>\r\n      <a href=\"https:\/\/ieeker.com\/tr\/custom-development-board-design-guide\/\" target=\"_blank\" class=\"iek-cta-link\">\ud83d\udee0 \u00d6zel Ta\u015f\u0131y\u0131c\u0131 Kart Tasar\u0131m\u0131 \u2014 SoM tabanl\u0131 T\u0131bbi Cihaz Donan\u0131m\u0131 <span class=\"iek-arrow\">\u2192<\/span><\/a>\r\n      <a href=\"https:\/\/ieeker.com\/tr\/contact-us\/\" target=\"_blank\" class=\"iek-cta-link\">\ud83d\udcac M\u00fchendislik Ekibimizle G\u00f6r\u00fc\u015f\u00fcn \u2014 T\u0131bbi cihaz uygulamalar\u0131 konusunda dan\u0131\u015fmanl\u0131k <span class=\"iek-arrow\">\u2192<\/span><\/a>\r\n    <\/div>\r\n  <\/div>\r\n \r\n  <div class=\"iek-sources\">\r\n    <h4>Kaynaklar &amp; Referanslar<\/h4>\r\n    <ol>\r\n      <li><a href=\"https:\/\/finance.yahoo.com\/sectors\/healthcare\/articles\/global-portable-ultrasound-market-reach-143000034.html\" target=\"_blank\" rel=\"noopener\">K\u00fcresel Ta\u015f\u0131nabilir Ultrason Pazar\u0131 2030 Y\u0131l\u0131na Kadar 3,84 Milyar ABD Dolar\u0131na Ula\u015facak \u2014 MarketsandMarkets (Nisan 2026)<\/a><\/li>\r\n      <li><a href=\"https:\/\/www.openpr.com\/news\/4308501\/ultrasound-ai-market-to-reach-usd-6-88-billion-by-2030-driven\" target=\"_blank\" rel=\"noopener\">Ultrason Yapay Zeka Pazar\u0131 2030 Y\u0131l\u0131na Kadar 6,88 Milyar ABD Dolar\u0131na Ula\u015facak \u2014 MarketsandMarkets (2025)<\/a><\/li>\r\n      <li><a href=\"https:\/\/www.snsinsider.com\/reports\/ultrasound-ai-market-9602\" target=\"_blank\" rel=\"noopener\">Ultrason Yapay Zeka Pazar\u0131: 88% Klinik Entegrasyon Oran\u0131 \u2014 SNS Insider (2025)<\/a><\/li>\r\n      <li><a href=\"https:\/\/en.wikipedia.org\/wiki\/DICOM\" target=\"_blank\" rel=\"noopener\">DICOM \u2014 T\u0131pta Dijital G\u00f6r\u00fcnt\u00fcleme ve \u0130leti\u015fim \u2014 Vikipedi<\/a><\/li>\r\n      <li><a href=\"https:\/\/en.wikipedia.org\/wiki\/Health_Level_7\" target=\"_blank\" rel=\"noopener\">HL7 FHIR \u2014 Health Level 7 H\u0131zl\u0131 Sa\u011fl\u0131k Hizmetleri \u0130\u015fbirli\u011fi Kaynaklar\u0131 \u2014 Vikipedi<\/a><\/li>\r\n      <li><a href=\"https:\/\/dcmtk.org\/\" target=\"_blank\" rel=\"noopener\">DCMTK \u2014 DICOM Ara\u00e7 Seti, OFFIS Bilgi Teknolojileri Enstit\u00fcs\u00fc<\/a><\/li>\r\n      <li><a href=\"https:\/\/www.rock-chips.com\/uploads\/pdf\/2022.8.26\/192\/RK3588%20Brief%20Datasheet.pdf\" target=\"_blank\" rel=\"noopener\">Rockchip RK3588 K\u0131sa Teknik \u00d6zellik Sayfas\u0131 \u2014 rock-chips.com<\/a><\/li>\r\n      <li><a href=\"https:\/\/github.com\/rockchip-linux\/rknn-toolkit2\" target=\"_blank\" rel=\"noopener\">RKNN-Toolkit2 SDK \u2014 Rockchip GitHub<\/a><\/li>\r\n      <li><a href=\"https:\/\/www.iec.ch\/homepage\" target=\"_blank\" rel=\"noopener\">IEC 60601-1 T\u0131bbi Elektrikli Cihazlar Standard\u0131 \u2014 IEC<\/a><\/li>\r\n    <\/ol>\r\n  <\/div>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>RK3588, ta\u015f\u0131nabilir t\u0131bbi g\u00f6r\u00fcnt\u00fcleme cihazlar\u0131 i\u00e7in seri \u00fcretime uygun bir g\u00f6m\u00fcl\u00fc kart platformudur; ger\u00e7ek zamanl\u0131 yapay zeka destekli te\u015fhis i\u00e7in 6 TOPS\u2019luk bir NPU, y\u00fcksek \u00e7\u00f6z\u00fcn\u00fcrl\u00fckl\u00fc g\u00f6r\u00fcnt\u00fc elde etme i\u00e7in 48 MP \u00e7ift ISP ve DICOM uyumlu g\u00f6r\u00fcnt\u00fc ar\u015fivleme i\u00e7in 8K H.265 donan\u0131m tabanl\u0131 video kodlamay\u0131 bir araya getirir. 5\u201313 W g\u00fc\u00e7 t\u00fcketimiyle hasta ba\u015f\u0131 ultrason terminallerini, yatak ba\u015f\u0131 hasta monit\u00f6rlerini, AI destekli tan\u0131 i\u015f istasyonlar\u0131n\u0131 ve ta\u015f\u0131nabilir endoskopi sistemlerini \u00e7al\u0131\u015ft\u0131r\u0131r; b\u00f6ylece klinik ortamlar i\u00e7in gerekli olan pil ile \u00e7al\u0131\u015fma ve fans\u0131z s\u0131zd\u0131rmaz muhafazalar\u0131 m\u00fcmk\u00fcn k\u0131lar. Yasal onay s\u00fcreci (FDA 510(k), CE MDR), g\u00f6m\u00fcl\u00fc kart\u0131n kendisine de\u011fil, cihaz\u0131n s\u0131n\u0131fland\u0131rmas\u0131na ba\u011fl\u0131d\u0131r.<\/p>","protected":false},"author":2,"featured_media":10401,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-10398","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>RK3588 Medical Imaging Devices: POCUS &amp; AI Diagnostics Guide<\/title>\n<meta name=\"description\" content=\"How RK3588 powers portable medical imaging devices \u2014 POCUS, AI diagnostics, DICOM integration, IEC 60601 compliance and real clinical deployment data for medical device engineers.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ieeker.com\/tr\/rk3588-medical-imaging-devices\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"RK3588 Medical Imaging Devices: POCUS &amp; 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