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12/13/2022
Mixed Supervision of Histopathology Improves Prostate Cancer Classification from MRI
Non-invasive prostate cancer detection from MRI has the potential to rev...
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06/11/2022
Physics-driven Deep Learning for PET/MRI
In this paper, we review physics- and data-driven reconstruction techniq...
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06/11/2022
Synthetic PET via Domain Translation of 3D MRI
Historically, patient datasets have been used to develop and validate va...
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06/11/2022
Federated Learning with Research Prototypes for Multi-Center MRI-based Detection of Prostate Cancer with Diverse Histopathology
Early prostate cancer detection and staging from MRI are extremely chall...
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12/13/2020
Predicting Generalization in Deep Learning via Local Measures of Distortion
We study generalization in deep learning by appealing to complexity meas...
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06/06/2018