Using Multimodal Data Collection System as a Research Tool in the Major Depressive Disorder Analysis: a cross-sectional study protocol

2024-07-22 psychiatry and clinical psychology Title + abstract only

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IntroductionPrevious studies have established that depressive syndromes can be detected using machine learning methods, with multimodal data being essential. Multimodal data facilitates the extraction of characteristics such as gaze tracking, a reliable depression indicator. Our study employs high-quality video and other multimodal data from patients diagnosed with depression. Our study uses a multimodal data collection system (MDC) to understand the complex indicators of depression. ObjectiveT...

Using Multimodal Data Collection System as a Research Tool in the Major Depressive Disorder Analysis: a cross-sectional study protocol

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