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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
Developing an Automated Microscope Integrated with Deep Learning Postprocessing to Conduct Preliminary Cancer Diagnosis
Creator:
Westgate, Brian
and
LaRoche, Jamison
Advisor:
Lee, Kwonmoo
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-26
Resource Type:
Major Qualifying Project
Train of Four Monitoring Device
Creator:
Dillon, Kyler Bailey
,
Crofts, Edward Gabriel
,
Beauregard, Christopher Robert
,
McNamara, Kinsey
, and
Bergstrom, Nicholas R.
Advisor:
Lee, Kwonmoo
,
Skorinko, Jeanine LM
, and
Sabuncu, Ahmet Can
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-25
Resource Type:
Major Qualifying Project
Train of Four Monitoring Device
Creator:
Karapanagou, Anastasia
Advisor:
Lee, Kwonmoo
,
Skorinko, Jeanine LM
, and
Sabuncu, Ahmet Can
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Major Qualifying Project
Ultrasound Orientation Sensor
Creator:
Korn, Justin
,
Plummer, Jada A.
,
Coly, Franck J.
, and
Pollard-Knight, Angelica Cornelia
Advisor:
Lee, Kwonmoo
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Major Qualifying Project
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
Novel Adaptive Gripping Device for Tasks Requiring Fine Motor Control
Creator:
Bucknam, Sarah Kathryn
and
Grow, Caitlin
Advisor:
Lee, Kwonmoo
and
Radhakrishnan, Pradeep
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-26
Resource Type:
Major Qualifying Project
Realistic Simulated Organs for Ultrasound Guided Procedures
Creator:
Rodriguez, Briana Marie
and
Bolduc, Mikayla Jane
Advisor:
Lee, Kwonmoo
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-25
Resource Type:
Major Qualifying Project
Theranostics of the Brain
Creator:
Burns, Tyler James
,
Candiloro, Katie Marie
,
Bora, Collette Madeline
, and
Stueber, Deanna Deakin
Advisor:
Lee, Kwonmoo
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-26
Resource Type:
Major Qualifying Project
Biomedical Engineering Education - Study: Developing Computer Science - Acceptance in the Student Population
Keyword:
Curriculum planning
and
Education, Higher
Creator:
Marshall, Tyler William
Advisor:
Lee, Kwonmoo
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-24
Resource Type:
Interactive Qualifying Project
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