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Multimodal Mental Health Digital Biomarker Analysis From Remote Interviews Using Facial, Vocal, Linguistic, and Cardiovascular Patterns.

, , , , , , , and . IEEE J. Biomed. Health Informatics, 28 (3): 1680-1691 (March 2024)

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Machine Learning Methods for Neonatal Mortality and Morbidity Classification., , , , , , and . IEEE Access, (2020)Real-time phonocardiogram anomaly detection by adaptive 1D Convolutional Neural Networks., , , , , and . Neurocomputing, (2020)Using Convolutional Variational Autoencoders to Predict Post-Trauma Health Outcomes from Actigraphy Data., , , , , , , , , and 2 other author(s). CoRR, (2020)Beyond Heart Murmur Detection: Automatic Murmur Grading from Phonocardiogram., , , , , , , , and . CoRR, (2022)The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification., , , , , , , , , and 5 other author(s). IEEE J. Biomed. Health Informatics, 26 (6): 2524-2535 (2022)Classification and Prediction of Post-Trauma Outcomes Related to PTSD Using Circadian Rhythm Changes Measured via Wrist-Worn Research Watch in a Large Longitudinal Cohort., , , , , , , , , and 38 other author(s). IEEE J. Biomed. Health Informatics, 25 (8): 2866-2876 (2021)Predicting Neurological Recovery from Coma After Cardiac Arrest: The George B. Moody PhysioNet Challenge 2023., , , , , , , , , and 8 other author(s). CinC, page 1-4. IEEE, (2023)Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020., , , , , , , , , and . CinC, page 1-4. IEEE, (2020)Probabilistic Classification Approaches for Cardiac Arrest Rhythm Interpretation during Resuscitation., , , , , and . CinC, page 125-128. www.cinc.org, (2013)EEG-based Classification of Microsleep by Means of Feature Selection: An Application in Aviation., , , , , , and . EMBC, page 4060-4063. IEEE, (2019)