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Filtering by: Contributor Lee, Kwonmoo Remove constraint Contributor: Lee, Kwonmoo Publisher Worcester Polytechnic Institute Remove constraint Publisher: Worcester Polytechnic Institute

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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
A Machine Learning approach to Febrile Classification

Keyword:

Thermal Imaging, Fever Screening, Classification, Machine Learning, and Deep Learning

Creator:

Kostopouls, Theodore P

Advisor:

Lee, Kwonmoo

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-04-25

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Biomedical Engineering
vU-net: edge detection in time-lapse fluorescence live cell images based on convolutional neural networks

Keyword:

deep convolutional networks, Image segmentation, and high resolution fluorescence microscope images

Creator:

Zhang, Xitong

Advisor:

Lee, Kwonmoo

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-04-23

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science

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PhD Dissertations5
Masters Theses2

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Creator

Kostopouls, Theodore P1
Lagoy, Ross Charles1
Lawler, Daniel E1
Linthicum, Will H1
Pan, Xiang1
more Creators »

Advisor

Albrecht, Dirk2
Lee, Kwonmoo4
Wen, Qi1

Contributor

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

Unit (Department)

Biomedical Engineering6
Computer Science1

Publisher

Worcester Polytechnic Institute[remove]7

Resource type

Dissertation5
Thesis2

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