{"id":1988,"date":"2023-06-22T21:07:27","date_gmt":"2023-06-22T21:07:27","guid":{"rendered":"https:\/\/dailyai.com\/?p=1988"},"modified":"2023-06-22T21:41:39","modified_gmt":"2023-06-22T21:41:39","slug":"innovative-ai-model-detects-retinal-disease-in-infants","status":"publish","type":"post","link":"https:\/\/dailyai.com\/da\/2023\/06\/innovative-ai-model-detects-retinal-disease-in-infants\/","title":{"rendered":"Innovativ AI-model opdager nethindesygdom hos sp\u00e6db\u00f8rn"},"content":{"rendered":"

Pr\u00e6maturitetsretinopati (ROP), en alvorlig \u00f8jensygdom, der rammer for tidligt f\u00f8dte b\u00f8rn, er en v\u00e6sentlig \u00e5rsag til synsneds\u00e6ttelse og blindhed.\u00a0<\/b><\/p>\n

Tidlig behandling kan afb\u00f8de de v\u00e6rste f\u00f8lger af ROP, men manglen p\u00e5 p\u00e6diatriske \u00f8jenl\u00e6ger, is\u00e6r i lav- og mellemindkomstlande, er en stor hindring.\u00a0<\/span><\/p>\n

I en unders\u00f8gelse <\/span>offentliggjort i The Lancet<\/span><\/a>udviklede forskerne en kodefri AI-model til at diagnosticere ROP ud fra nethindebilleder. <\/span><\/p>\n

De mener, at modellen vil hj\u00e6lpe \u00f8jenl\u00e6ger med at diagnosticere tilstanden overalt i verden, da den k\u00f8rer p\u00e5 Google Cloud og kr\u00e6ver minimal teknisk ekspertise for at fungere.<\/span><\/p>\n

Om pr\u00e6matur retinopati (ROP)<\/span><\/h2>\n

ROP er en unormal v\u00e6kst af blodkar i nethinden, som typisk ses hos sp\u00e6db\u00f8rn f\u00f8dt f\u00f8r 31. graviditetsuge eller med en kropsv\u00e6gt p\u00e5 under 3 pund.\u00a0<\/span><\/p>\n

Mens mild ROP kan forsvinde af sig selv, kan alvorlige tilf\u00e6lde f\u00f8re til nethindel\u00f8sning, synsneds\u00e6ttelse og blindhed.<\/span><\/p>\n

Flere nethindeegenskaber bruges til at diagnosticere ROP, herunder plus disease, der defineres som unormal snoethed i nethindens blodkar. \"Tilstedev\u00e6relsen af plus disease anses for at v\u00e6re en mark\u00f8r for behandlingskr\u00e6vende retinopati\", forklarer forskerne i unders\u00f8gelsen. <\/span>Rutinem\u00e6ssig screening hos p\u00e6diatriske \u00f8jenl\u00e6ger kan hj\u00e6lpe med at forhindre udviklingen af ROP.<\/span><\/p>\n

Tidligere unders\u00f8gelser<\/span> har allerede vist, at AI-modeller pr\u00e6cist kan diagnosticere sv\u00e6r ROP baseret p\u00e5 analyse af nethindebilleder.\u00a0<\/span>De fleste af disse modeller kr\u00e6ver dog teknisk ekspertise og betydelige hardwareressourcer, som er knappe i nogle medicinske milj\u00f8er.\u00a0<\/span><\/p>\n

En tilg\u00e6ngelig, kodefri AI-model l\u00f8ser disse udfordringer og giver \u00f8jenl\u00e6ger adgang til banebrydende nethindediagnostik overalt, hvor der er en internetforbindelse.<\/p>\n

AI's rolle<\/span><\/h2>\n

Unders\u00f8gelsen sammenligner en kodefri AI-model, der er bygget p\u00e5 Google Cloud AutoML Vision Application Programming Interface (API), med en skr\u00e6ddersyet model, der er bygget fra bunden. <\/span><\/p>\n

\"Den kodefri AI-applikation blev udviklet ved hj\u00e6lp af billeder fra nyf\u00f8dte med forskellige etniske og socio\u00f8konomiske baggrunde p\u00e5 et hospital i Storbritannien\", beskriver forskerne.<\/span><\/p>\n

Da den k\u00f8rer p\u00e5 Google Cloud AutoML, kr\u00e6ver modellen minimal teknisk ekspertise og ingen hardware ud over en internetforbindelse - du fodrer blot dine nethindebilleder ind i den pr\u00e6tr\u00e6nede model.<\/span><\/p>\n

Unders\u00f8gelsen viste, at den kodefri Google Cloud AutoML-model klarede sig p\u00e5 samme m\u00e5de som den skr\u00e6ddersyede model og havde samme n\u00f8jagtighed som erfarne \u00f8jenl\u00e6ger, n\u00e5r det gjaldt om at opdage plus-sygdom.<\/span><\/p>\n

En af forfatterne, Dr. Konstantinos Balaskas, er lektor ved University College London, sagde<\/a>\"Da det kan opdages og behandles, burde ingen b\u00f8rn blive blinde p\u00e5 grund af pr\u00e6maturitetsretinopati. Vi h\u00e5ber, at vores teknik til at automatisere diagnosticering af pr\u00e6maturitetsretinopati vil forbedre adgangen til pleje i underforsynede omr\u00e5der og forhindre blindhed hos tusindvis af nyf\u00f8dte verden over.\"<\/span><\/p>\n

Dr. Deepak Bhatt, MPH, direkt\u00f8r for Mount Sinai Heart i New York, roste unders\u00f8gelsen og sagde: \"Dette er en klog unders\u00f8gelse, der viser en potentielt meget nyttig anvendelse af kunstig intelligens. Forfatterne viste, at deres AI-program klarede sig lige s\u00e5 godt som erfarne \u00f8jenl\u00e6ger, n\u00e5r det gjaldt om at identificere en af de vigtigste \u00e5rsager til blindhed hos b\u00f8rn ved at unders\u00f8ge nethindebilleder.\"<\/span><\/p>\n

Bhatt understregede AI's potentiale i sundhedsv\u00e6senet: \"Maskinl\u00e6ring og AI har bev\u00e6get sig fra science fiction til mulig anvendelse i klinisk praksis. Denne unders\u00f8gelse er et godt eksempel p\u00e5 det. Der er brug for flere unders\u00f8gelser som denne i forskellige befolkningsgrupper.\"<\/span><\/p>\n

Kodefri cloud-baserede modeller er tilg\u00e6ngelige for alle med en internetforbindelse. <\/span><\/p>\n

Der er ingen krav til hardware, og modellen er tr\u00e6net p\u00e5 forh\u00e5nd, s\u00e5 du beh\u00f8ver kun et input (i dette tilf\u00e6lde nethindebilleder).\u00a0<\/span><\/p>\n

Forskerne indr\u00f8mmer, at modellen prim\u00e6rt blev testet ved hj\u00e6lp af billeder taget med Retcam, en bestemt type nethindekamera, som har tendens til at v\u00e6re dyrt. <\/span><\/p>\n

Men med lidt arbejde kan det udvides til andre nethindebilleder og hj\u00e6lpe sundhedspersonale med at f\u00e5 adgang til avanceret nethindediagnostik overalt i verden. <\/span><\/p>","protected":false},"excerpt":{"rendered":"

Pr\u00e6maturitetsretinopati (ROP), en alvorlig \u00f8jenlidelse, der rammer for tidligt f\u00f8dte b\u00f8rn, er en v\u00e6sentlig \u00e5rsag til synsneds\u00e6ttelse og blindhed. Tidlig behandling kan afb\u00f8de de v\u00e6rste virkninger af ROP, men manglen p\u00e5 p\u00e6diatriske \u00f8jenl\u00e6ger, is\u00e6r i lav- og mellemindkomstlande, er en stor hindring. I en unders\u00f8gelse offentliggjort i The Lancet har forskere udviklet en kodefri AI-model til at diagnosticere ROP ud fra nethindebilleder. De mener, at modellen vil hj\u00e6lpe \u00f8jenl\u00e6ger med at diagnosticere tilstanden overalt i verden, da den k\u00f8rer p\u00e5 Google Cloud og kr\u00e6ver minimal teknisk ekspertise for at fungere. Om retinopati ved pr\u00e6maturitet (ROP) ROP er en unormal v\u00e6kst af blodceller.<\/p>","protected":false},"author":2,"featured_media":1989,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[166,101],"class_list":["post-1988","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-computer-vision","tag-medtech"],"yoast_head":"\nInnovative AI model detects retinal disease in infants | DailyAI<\/title>\n<meta name=\"description\" content=\"Retinopathy of prematurity (ROP), a severe eye condition affecting premature babies, is a leading cause of visual impairment or blindness.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/da\/2023\/06\/innovative-ai-model-detects-retinal-disease-in-infants\/\" \/>\n<meta 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