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Transfer learning
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Multi-modal Models for Depression Screening
Keyword:
Transfer learning
,
Sequential modeling for mental health screen
,
Multivariate time series
,
Deep learning
,
Multi-task learning
, and
Digital health
Creator:
Flores, Ricardo
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-10-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data 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
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Creator
Flores, Ricardo
1
Pan, Xiang
1
Advisor
Lee, Kwonmoo
1
Rundensteiner, Elke A.
1
Contributor
Ji, Songbai
1
Kordzadeh, Nima
1
Lee, Kwonmoo
1
Liu, Xiaozhong
1
Mendelson, Yitzhak
1
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Unit (Department)
Biomedical Engineering
1
Data Science
1
Publisher
Worcester Polytechnic Institute
2
Resource type
Dissertation
2