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Biostatistics
Theses and Dissertations
Biostatistics Theses and Dissertations
Theses and Dissertations for the Biostatistics department.
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Keyword
Covariate Shift
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Type
1
Doctoral Dissertation
Year
1
2021
Keyword
1
Covariate Shift
1
Deep Learning
1
Diagnostic imaging
1
Verification Bias
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On the evaluation of detection and prediction performance of machine learning models, with applications to medical imaging data
Description:
Development and implementation of machine and deep learning models has grown massively with increased availability of large datasets and improved computing capabilities. Despite this huge …
Year:
2021
Contributor:
Morrison, Samantha (creator)
Gatsonis, Constantine (Advisor)
Steingrimsson, Jon (Reader)
Liu, Tao (Reader)
Brown University. Department of Biostatistics (sponsor)
Genre:
theses
Subject:
Deep Learning
Covariate Shift
Verification Bias
Diagnostic imaging
Collection:
Public Health
Biostatistics
Theses and Dissertations
Full Record
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