Search Results for author: Donglin Zeng

Found 5 papers, 0 papers with code

Exploratory Hidden Markov Factor Models for Longitudinal Mobile Health Data: Application to Adverse Posttraumatic Neuropsychiatric Sequelae

no code implementations25 Feb 2022 Lin Ge, Xinming An, Donglin Zeng, Samuel McLean, Ronald Kessler, Rui Song

Adverse posttraumatic neuropsychiatric sequelae (APNS) are common among veterans and millions of Americans after traumatic events and cause tremendous burdens for trauma survivors and society.

Heart Rate Variability Model Selection

Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatment

no code implementations NeurIPS 2020 Yuan Chen, Donglin Zeng, Tianchen Xu, Yuanjia Wang

This learning framework is based on the measurement theory in psychiatry for modeling multiple disease diagnostic measures as arising from the underlying causes (true mental states).

Representation Learning

Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatments

no code implementations30 Oct 2020 Yuan Chen, Donglin Zeng, Tianchen Xu, Yuanjia Wang

This learning framework is based on the measurement theory in psychiatry for modeling multiple disease diagnostic measures as arising from the underlying causes (true mental states).

Representation Learning

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