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Lee, Kwonmoo
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Deep Transfer Learning Applied to Time-series Classification for Predicting Heart Failure Worsening Using Electrocardiography
Keyword:
Heart failure
,
Manifold learning
,
Time series analysis
,
Heart failure worsening prediction
,
Transfer learning
, and
Machine Learning
Creator:
Pan, Xiang
Advisor:
Lee, Kwonmoo
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-04-20
Resource Type:
Dissertation
Degree:
MS
Unit:
Biomedical Engineering
Effects of PTEN Loss and Activated KRAS Overexpression on Viscoelasticity, Adhesion, and Mechanosensitivity of Breast Epithelial Cells
Keyword:
Adhesion
,
Breast Cancer
,
Cellular Mechanics
,
Triple Negative
,
Atomic Force Microscopy
, and
Cancer Dormancy
Creator:
Linthicum, Will H
Advisor:
Wen, Qi
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit:
Biomedical Engineering
Machine Learning Pipelines for Deconvolution of Cellular and Subcellular Heterogeneity from Cell Imaging
Keyword:
Cell Heterogeneity
,
Cell Migration
,
Hologram Imaging
,
Time Series Analysis
, and
Machine Learning (Deep Learning)
Creator:
Wang, Chuangqi
Advisor:
Lee, Kwonmoo
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-08-12
Resource Type:
Dissertation
Degree:
PhD
Unit:
Biomedical Engineering
Development of automated analysis methods for identifying behavioral and neural plasticity in sleep and learning in C. elegans
Keyword:
C. elegans
,
Neural Plasticity
,
Associative Learning
,
Sleep
,
Neural Imaging
, and
Microfluidics
Creator:
Lawler, Daniel E
Advisor:
Albrecht, Dirk
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-12-10
Resource Type:
Dissertation
Degree:
PhD
Unit:
Biomedical Engineering
Automated whole-organism functional screening technologies and neurological disease models in C. elegans
Keyword:
Neuroscience
,
Neurological disease
,
Assay systems
,
Biomedical engineering
, and
C. elegans
Creator:
Lagoy, Ross Charles
Advisor:
Albrecht, Dirk
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit:
Biomedical Engineering
A Machine Learning approach to Febrile Classification
Keyword:
Machine Learning
,
Fever Screening
,
Thermal Imaging
,
Deep Learning
, and
Classification
Creator:
Kostopouls, Theodore P
Advisor:
Lee, Kwonmoo
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-25
Resource Type:
Thesis
Degree:
MS
Unit:
Biomedical Engineering
vU-net: edge detection in time-lapse fluorescence live cell images based on convolutional neural networks
Keyword:
high resolution fluorescence microscope images
,
Image segmentation
, and
deep convolutional networks
Creator:
Zhang, Xitong
Advisor:
Lee, Kwonmoo
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-23
Resource Type:
Thesis
Degree:
MS
Unit:
Computer Science
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