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Sophia Chen
Publication Activity (10 Years)
Years Active: 2011-2023
Publications (10 Years): 3
Top Topics
Deep Learning
Data Aggregation
Weakly Supervised
Lesion Segmentation
Top Venues
ICIP
Medical Imaging: Image Perception, Observer Performance, and Technology Assessment
Nat. Comput. Sci.
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Publications
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Sophia Chen
Are quantum computers really energy efficient?
Nat. Comput. Sci.
3 (6) (2023)
Jennie Crosby
,
Sophia Chen
,
Feng Li
,
Heber MacMahon
,
Maryellen L. Giger
Network output visualization to uncover limitations of deep learning detection of pneumothorax.
Medical Imaging: Image Perception, Observer Performance, and Technology Assessment
(2020)
Yanran Wang
,
Hengkang Wang
,
Sophia Chen
,
Aggelos K. Katsaggelos
,
Adam Martersteck
,
James Higgins
,
Virginia B. Hill
,
Todd B. Parrish
A 3D Cross-Hemisphere Neighborhood Difference Convnet for Chronic Stroke Lesion Segmentation.
ICIP
(2019)
Sophia Chen
,
Kenji Suzuki
,
Heber MacMahon
Improved computerized detection of lung nodules in chest radiographs by means of 'virtual dual-energy' radiography.
Medical Imaging: Computer-Aided Diagnosis
(2011)