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08/21/2023
Harmonization Across Imaging Locations(HAIL): One-Shot Learning for Brain MRI
For machine learning-based prognosis and diagnosis of rare diseases, suc...
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11/23/2022
SS-CXR: Multitask Representation Learning using Self Supervised Pre-training from Chest X-Rays
Chest X-rays (CXRs) are a widely used imaging modality for the diagnosis...
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03/19/2021
GLOWin: A Flow-based Invertible Generative Framework for Learning Disentangled Feature Representations in Medical Images
Disentangled representations can be useful in many downstream tasks, hel...
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03/18/2020
Train, Learn, Expand, Repeat
High-quality labeled data is essential to successfully train supervised ...
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09/17/2019