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Lee, Kwonmoo
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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
,
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
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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Creator
Kostopouls, Theodore P
1
Pan, Xiang
1
Wang, Chuangqi
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Zhang, Xitong
1
Advisor
Lee, Kwonmoo
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Albrecht, Dirk
1
Ji, Songbai
2
Korkin, Dmitry
1
Lee, Hakho
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Lee, Kwonmoo
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Unit (Department)
Biomedical Engineering
3
Computer Science
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Publisher
Worcester Polytechnic Institute
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Dissertation
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Thesis
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