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Lee, Kwonmoo
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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
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
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
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
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PhD Dissertations
5
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2020
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Creator
Kostopouls, Theodore P
1
Lagoy, Ross Charles
1
Lawler, Daniel E
1
Linthicum, Will H
1
Pan, Xiang
1
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Advisor
Albrecht, Dirk
2
Lee, Kwonmoo
4
Wen, Qi
1
Contributor
Adams, David S.
1
Albrecht, Dirk
3
Alkema, Mark
1
Balashev, Konstantin
1
Billiar, Kristen L.
1
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Unit (Department)
Biomedical Engineering
6
Computer Science
1
Publisher
Worcester Polytechnic Institute
7
Resource type
Dissertation
5
Thesis
2
