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Filtering by: Advisor Lee, Kwonmoo

1. 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

2. 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

3. 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

4. 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

5. 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

6. 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

7. 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

8. 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

9. 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

10. 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