machine learning

Speech Behavioral Markers Align on Symptom Factors in Psychological Distress
Automatic detection of psychological disorders has gained significant attention in recent years due to the rise in prevalence. However, …
Larry Zhang, Jacek Kolacz, Albert "Skip" Rizzo, Stefan Scherer, Mohammad Soleymani
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Speech Behavioral Markers Align on Symptom Factors in Psychological Distress
Neuropsychological test validation of speech markers of cognitive impairment in the Framingham Cognitive Aging Cohort
Aim: Although clinicians primarily diagnose dementia based on a combination of metrics such as medical history and formal …
Larry Zhang, Anthony Ngo, Jason A. Thomas, Hannah A. Burkhardt, Carolyn M. Parsey, Rhoda Au, Reza Hosseini Ghomi
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Neuropsychological test validation of speech markers of cognitive impairment in the Framingham Cognitive Aging Cohort
Multimodal Automatic Coding of Client Behavior in Motivational Interviewing
Motivational Interviewing (MI) is defined as a collaborative conversation style that evokes the client’s own intrinsic reasons for …
Leili Tavabi, Kalin Stefanov, Larry Zhang, Brian Borsari, Joshua D. Woolley, Stefan Scherer, Mohammad Soleymani
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Multimodal Automatic Coding of Client Behavior in Motivational Interviewing
Assessing the Utility of Language and Voice Biomarkers to Predict Cognitive Impairment in the Framingham Heart Study Cognitive Aging Cohort Data
Background: There is a need for fast, accessible, low-cost, and accurate diagnostic methods for early detection of cognitive decline. …
Jason A. Thomas, Hannah A. Burkhardt, Safina Chaudhry, Anthony Ngo, Saransh Sharma, Larry Zhang, Rhoda Au, Reza Hosseini Ghomi
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Assessing the Utility of Language and Voice Biomarkers to Predict Cognitive Impairment in the Framingham Heart Study Cognitive Aging Cohort Data
Automated voice biomarkers for depression symptoms using an online cross‐sectional data collection initiative
Importance: Depression is an illness affecting a large percentage of the world’s population throughout the lifetime. To date, …
Larry Zhang, Radhika Duvvuri, Kiranmayi K. L. Chandra, Theresa Nguyen, Reza Hosseini Ghomi
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Automated voice biomarkers for depression symptoms using an online cross‐sectional data collection initiative
Evaluating Acoustic and Linguistic Features of Detecting Depression Sub-Challenge Dataset
Depression affects hundreds of millions of individuals world wide. With the prevalence of depression increasing, economic costs of the …
Larry Zhang, Joshua Driscol, Xiaotong Chen, Reza Hosseini Ghomi
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Evaluating Acoustic and Linguistic Features of Detecting Depression Sub-Challenge Dataset