{"id":10460,"date":"2024-03-04T10:15:23","date_gmt":"2024-03-04T10:15:23","guid":{"rendered":"https:\/\/dailyai.com\/?p=10460"},"modified":"2024-03-04T10:15:23","modified_gmt":"2024-03-04T10:15:23","slug":"ai-smartphone-app-can-detect-depression-from-facial-cues","status":"publish","type":"post","link":"https:\/\/dailyai.com\/sv\/2024\/03\/ai-smartphone-app-can-detect-depression-from-facial-cues\/","title":{"rendered":"AI-app f\u00f6r smartphone kan uppt\u00e4cka depression fr\u00e5n ansiktsuttryck"},"content":{"rendered":"

Forskare fr\u00e5n Dartmouth College har utvecklat MoodCapture, en smartphone-app som anv\u00e4nder AI f\u00f6r att analysera ansiktsdrag f\u00f6r tidig uppt\u00e4ckt av depression.<\/strong><\/p>\n

Stigmatiseringen i samband med psykisk h\u00e4lsa<\/a> \u00e4r en stor anledning till att m\u00e4nniskor tar mod till sig \u00e4ven n\u00e4r de k\u00e4nner sig nedst\u00e4mda. Det \u00e4r ocks\u00e5 d\u00e4rf\u00f6r vi anstr\u00e4nger oss mer f\u00f6r att le n\u00e4r vi interagerar med m\u00e4nniskor eller tar en selfie som vi planerar att l\u00e4gga ut p\u00e5 sociala medier.<\/p>\n

N\u00e4r vi tittar ner f\u00f6r att anv\u00e4nda v\u00e5ra telefoner \u00e4r vi oftast omedvetna om att det finns en kamera som tittar tillbaka p\u00e5 oss. MoodCapture anv\u00e4nder en smartphones fram\u00e5triktade kamera f\u00f6r att regelbundet f\u00e5nga autentiska, obevakade ansiktsuttryck n\u00e4r en anv\u00e4ndare l\u00e5ser upp sin telefon. D\u00e4refter anv\u00e4nds en AI-algoritm f\u00f6r att kontinuerligt \u00f6vervaka tidiga tecken p\u00e5 depression.<\/p>\n

Forskarna tr\u00e4nade sin algoritm med hj\u00e4lp av 125.000 foton fr\u00e5n 177 deltagare som diagnostiserats med allvarlig depressionssjukdom.<\/p>\n

Bilderna togs under 90 dagar n\u00e4r deltagarna anv\u00e4nde en app p\u00e5 sina telefoner f\u00f6r att besvara ett kortfattat fr\u00e5geformul\u00e4r om patienth\u00e4lsa (PHQ-8) tre g\u00e5nger om dagen.<\/p>\n

N\u00e4r deltagaren svarade p\u00e5 fr\u00e5gan \"Jag har k\u00e4nt mig nedst\u00e4md, deprimerad eller hoppl\u00f6s\" tog appen en bild av personens ansikte. Patienterna samtyckte till att bli fotograferade, men visste inte exakt n\u00e4r det skedde.<\/p>\n

F\u00f6rutom ansiktsdragen tr\u00e4nades AI-modellen ocks\u00e5 p\u00e5 telefonvinkel, dominerande f\u00e4rg, ljusf\u00f6rh\u00e5llanden, fotoplats och bakgrundselement som finns i bilderna.<\/p>\n

Med hj\u00e4lp av maskininl\u00e4rning och djupinl\u00e4rning skapade forskarna en modell som l\u00e4rde sig vilka nyanserade ansiktsuttryck och kontextuella bakgrundselement som korrelerade med depression.<\/p>\n

\"\"
AI-modellen som driver MoodCapture tr\u00e4nades med hj\u00e4lp av foton av anv\u00e4ndarens ansikte och bakgrundselement tillsammans med maskininl\u00e4rning och djupinl\u00e4rning f\u00f6r att fastst\u00e4lla niv\u00e5er av depression. K\u00e4llan \u00e4r: arXiv<\/a><\/figcaption><\/figure>\n

Prototypen MoodCapture-appen kan p\u00e5 ett tillf\u00f6rlitligt s\u00e4tt uppt\u00e4cka en begynnande depression redan innan anv\u00e4ndaren vet att han eller hon \u00e4r i riskzonen.<\/p>\n

Miljontals m\u00e4nniskor lider av depression v\u00e4rlden \u00f6ver, och allvarliga fall ligger bakom 800.000 sj\u00e4lvmord varje \u00e5r. Tidig uppt\u00e4ckt av depression kan leda till att fler m\u00e4nniskor f\u00e5r tillg\u00e5ng till l\u00e4mplig v\u00e5rd i r\u00e4tt tid.<\/p>\n

Appens funktionalitet \u00e4r imponerande, men forskarna noterar i deras papper<\/a> att appar f\u00f6r \u00f6vervakning av psykisk h\u00e4lsa som MoodCapture kommer med en m\u00e4ngd klibbiga etiska fr\u00e5gor.<\/p>\n

Om min telefon k\u00e4nde av att jag k\u00e4nde mig nedst\u00e4md skulle det vara trevligt om en AI-assistent kunde ge mig ett peppande samtal eller rekommendera ett v\u00e5rdalternativ. Jag skulle dock vilja h\u00e5lla den informationen privat.<\/p>\n

Utsikterna att bli f\u00f6rem\u00e5l f\u00f6r hum\u00f6rrelaterad reklam eller Big Brother-myndigheters \u00f6vervakning av mental h\u00e4lsa \u00e4r inte s\u00e5 l\u00e5ngs\u00f6kta om appens anv\u00e4ndardata exponerades. I takt med att AI p\u00e5 enheterna blir mer realiserbart kommer dessa integritetsfr\u00e5gor att bli l\u00e4ttare att hantera.<\/p>\n

F\u00f6rb\u00e4ttrade kameror och integrerad AI kan snart g\u00f6ra det m\u00f6jligt f\u00f6r v\u00e5ra telefoner att veta om vi har en bra dag eller inte, \u00e4ven om v\u00e5ra v\u00e4nner inte alltid kan avg\u00f6ra det.<\/p>","protected":false},"excerpt":{"rendered":"

Forskare fr\u00e5n Dartmouth College har utvecklat MoodCapture, en smartphone-app som anv\u00e4nder AI f\u00f6r att analysera ansiktsdrag f\u00f6r tidig uppt\u00e4ckt av depression. Stigmat som \u00e4r f\u00f6rknippat med psykisk oh\u00e4lsa \u00e4r en stor anledning till att m\u00e4nniskor f\u00f6rs\u00f6ker h\u00e5lla masken \u00e4ven n\u00e4r de k\u00e4nner sig nedst\u00e4mda. Det \u00e4r ocks\u00e5 d\u00e4rf\u00f6r vi anstr\u00e4nger oss mer f\u00f6r att le n\u00e4r vi interagerar med m\u00e4nniskor eller tar en selfie som vi planerar att l\u00e4gga ut p\u00e5 sociala medier. N\u00e4r vi tittar ner f\u00f6r att anv\u00e4nda v\u00e5ra telefoner \u00e4r vi oftast omedvetna om att det finns en kamera som tittar tillbaka p\u00e5 oss. MoodCapture anv\u00e4nder en smartphones fram\u00e5triktade kamera f\u00f6r att regelbundet f\u00e5nga<\/p>","protected":false},"author":6,"featured_media":10488,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[150,166,101],"class_list":["post-10460","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-ai-benefits","tag-computer-vision","tag-medtech"],"yoast_head":"\nAI smartphone app can detect depression from facial cues | DailyAI<\/title>\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\/sv\/2024\/03\/ai-smartphone-app-can-detect-depression-from-facial-cues\/\" \/>\n<meta property=\"og:locale\" content=\"sv_SE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI smartphone app can detect depression from facial cues | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Researchers from Dartmouth College developed MoodCapture, a smartphone app that uses AI to analyze facial features for early detection of depression. 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