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Filtering by: Contributor Lee, Kwonmoo Remove constraint Contributor: Lee, Kwonmoo Resource type Dissertation Remove constraint Resource type: Dissertation

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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
Effects of PTEN Loss and Activated KRAS Overexpression on Viscoelasticity, Adhesion, and Mechanosensitivity of Breast Epithelial Cells

Keyword:

Cellular Mechanics, Atomic Force Microscopy, Breast Cancer, Cancer Dormancy, Triple Negative, and Adhesion

Creator:

Linthicum, Will H

Advisor:

Wen, Qi

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-08-08

Resource Type:

Dissertation

Degree:

PhD

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
Development of automated analysis methods for identifying behavioral and neural plasticity in sleep and learning in C. elegans

Keyword:

Associative Learning, C. elegans, Neural Plasticity, Neural Imaging, Microfluidics, and Sleep

Creator:

Lawler, Daniel E

Advisor:

Albrecht, Dirk

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-12-10

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Biomedical Engineering
Automated whole-organism functional screening technologies and neurological disease models in C. elegans

Keyword:

Assay systems, C. elegans, Neurological disease, Biomedical engineering, and Neuroscience

Creator:

Lagoy, Ross Charles

Advisor:

Albrecht, Dirk

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-04-26

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Biomedical Engineering

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PhD Dissertations5

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Current results range from 2018 to 2020

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Creator

Lagoy, Ross Charles1
Lawler, Daniel E1
Linthicum, Will H1
Pan, Xiang1
Wang, Chuangqi1

Advisor

Albrecht, Dirk2
Lee, Kwonmoo2
Wen, Qi1

Contributor

Adams, David S.1
Albrecht, Dirk3
Alkema, Mark1
Balashev, Konstantin1
Billiar, Kristen L.1
more Contributors »

Unit (Department)

Biomedical Engineering5

Publisher

Worcester Polytechnic Institute5

Resource type

Dissertation[remove]5

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