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Filtering by: Advisor Lee, Kwonmoo Unit (Department) Biomedical Engineering Collections PhD Dissertations

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
Machine Learning Pipelines for Deconvolution of Cellular and Subcellular Heterogeneity from Cell Imaging

Keyword:

Cell Migration, Hologram Imaging, Machine Learning (Deep Learning), Time Series Analysis, and Cell Heterogeneity

Creator:

Wang, Chuangqi

Advisor:

Lee, Kwonmoo

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-08-12

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Biomedical Engineering