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- W4281566552 endingPage "100094" @default.
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- W4281566552 abstract "Identifying objective and reliable markers to tailor diagnosis and treatment of psychiatric patients remains a challenge, as conditions like major depression, bipolar disorder, or schizophrenia are qualified by complex behavior observations or subjective self-reports instead of easily measurable somatic features. Recent progress in computer vision, speech processing and machine learning has enabled detailed and objective characterization of human behavior in social interactions. However, the application of these technologies to personalized psychiatry is limited due to the lack of sufficiently large corpora that combine multi-modal measurements with longitudinal assessments of patients covering more than a single disorder. To close this gap, we introduce Mephesto, a multi-centre, multi-disorder longitudinal corpus creation effort designed to develop and validate novel multi-modal markers for psychiatric conditions. Mephesto will consist of multi-modal audio-, video-, and physiological recordings as well as clinical assessments of psychiatric patients covering a six-week main study period as well as several follow-up recordings spread across twelve months. We outline the rationale and study protocol and introduce four cardinal use cases that will build the foundation of a new state of the art in personalized treatment strategies for psychiatric disorders." @default.
- W4281566552 created "2022-05-27" @default.
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- W4281566552 date "2022-07-01" @default.
- W4281566552 modified "2023-10-14" @default.
- W4281566552 title "Multimodal phenotyping of psychiatric disorders from social interaction: Protocol of a clinical multicenter prospective study" @default.
- W4281566552 cites W1509211586 @default.
- W4281566552 cites W1606311999 @default.
- W4281566552 cites W1704517559 @default.
- W4281566552 cites W171248830 @default.
- W4281566552 cites W1873829037 @default.
- W4281566552 cites W1964867052 @default.
- W4281566552 cites W1973899317 @default.
- W4281566552 cites W1974856103 @default.
- W4281566552 cites W1989588419 @default.
- W4281566552 cites W1990424264 @default.
- W4281566552 cites W2005234379 @default.
- W4281566552 cites W2013421942 @default.
- W4281566552 cites W2022386623 @default.
- W4281566552 cites W2024996386 @default.
- W4281566552 cites W2040695369 @default.
- W4281566552 cites W2041346529 @default.
- W4281566552 cites W2047605742 @default.
- W4281566552 cites W2068415603 @default.
- W4281566552 cites W2078337961 @default.
- W4281566552 cites W2079117926 @default.
- W4281566552 cites W2104309828 @default.
- W4281566552 cites W2113487283 @default.
- W4281566552 cites W2122934497 @default.
- W4281566552 cites W2137296158 @default.
- W4281566552 cites W2156342111 @default.
- W4281566552 cites W2156977305 @default.
- W4281566552 cites W2163928333 @default.
- W4281566552 cites W2166215697 @default.
- W4281566552 cites W2185071452 @default.
- W4281566552 cites W2217656301 @default.
- W4281566552 cites W2297249359 @default.
- W4281566552 cites W2357543979 @default.
- W4281566552 cites W2414738784 @default.
- W4281566552 cites W2432698062 @default.
- W4281566552 cites W2473100195 @default.
- W4281566552 cites W2498298636 @default.
- W4281566552 cites W2519570000 @default.
- W4281566552 cites W2755258422 @default.
- W4281566552 cites W2759174152 @default.
- W4281566552 cites W2782557758 @default.
- W4281566552 cites W2783109045 @default.
- W4281566552 cites W2792224659 @default.
- W4281566552 cites W2792905042 @default.
- W4281566552 cites W2805912776 @default.
- W4281566552 cites W2806887026 @default.
- W4281566552 cites W2807126412 @default.
- W4281566552 cites W2884856372 @default.
- W4281566552 cites W2887057293 @default.
- W4281566552 cites W2922183946 @default.
- W4281566552 cites W2938637279 @default.
- W4281566552 cites W2945350190 @default.
- W4281566552 cites W2962730651 @default.
- W4281566552 cites W2964001927 @default.
- W4281566552 cites W2967255983 @default.
- W4281566552 cites W2969522137 @default.
- W4281566552 cites W2972211076 @default.
- W4281566552 cites W2978761732 @default.
- W4281566552 cites W2980473052 @default.
- W4281566552 cites W2995766927 @default.
- W4281566552 cites W2995869076 @default.
- W4281566552 cites W2998578856 @default.
- W4281566552 cites W3000211686 @default.
- W4281566552 cites W3005741326 @default.
- W4281566552 cites W3010183689 @default.
- W4281566552 cites W3014408146 @default.
- W4281566552 cites W3038143818 @default.
- W4281566552 cites W3038927689 @default.
- W4281566552 cites W3039303814 @default.
- W4281566552 cites W3047931619 @default.
- W4281566552 cites W3058974884 @default.
- W4281566552 cites W3080495370 @default.
- W4281566552 cites W3092576445 @default.
- W4281566552 cites W3095371498 @default.
- W4281566552 cites W3160087873 @default.
- W4281566552 cites W3161622270 @default.
- W4281566552 cites W3177709384 @default.
- W4281566552 cites W3203310594 @default.
- W4281566552 cites W3205614839 @default.