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Filtering by: Keyword Transfer learning Collections PhD Dissertations

Multi-modal Models for Depression Screening

Keyword:

Transfer learning, Sequential modeling for mental health screen, Multivariate time series, Deep learning, Multi-task learning, and Digital health

Creator:

Flores, Ricardo

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-10-11

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Deep Transfer Learning Applied to Time-series Classification for Predicting Heart Failure Worsening Using Electrocardiography

Keyword:

Heart failure, Heart failure worsening prediction, Transfer learning, Machine Learning, Time series analysis, and Manifold learning

Creator:

Pan, Xiang

Advisor:

Lee, Kwonmoo

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-04-20

Resource Type:

Dissertation

Degree:

MS

Unit (Department):

Biomedical Engineering