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05/19/2022
Robust and Efficient Medical Imaging with Self-Supervision
Recent progress in Medical Artificial Intelligence (AI) has delivered sy...
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05/16/2021
Deep learning for detecting pulmonary tuberculosis via chest radiography: an international study across 10 countries
Tuberculosis (TB) is a top-10 cause of death worldwide. Though the WHO r...
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11/17/2020
Interpretable Survival Prediction for Colorectal Cancer using Deep Learning
Deriving interpretable prognostic features from deep-learning-based prog...
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10/22/2020
Deep Learning for Distinguishing Normal versus Abnormal Chest Radiographs and Generalization to Unseen Diseases
Chest radiography (CXR) is the most widely-used thoracic clinical imagin...
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12/16/2019
Deep learning-based survival prediction for multiple cancer types using histopathology images
Prognostic information at diagnosis has important implications for cance...
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10/31/2019
Human-centric Metric for Accelerating Pathology Reports Annotation
Pathology reports contain useful information such as the main involved o...
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09/17/2019
Multimodal Multitask Representation Learning for Pathology Biobank Metadata Prediction
Metadata are general characteristics of the data in a well-curated and c...
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11/21/2018