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09/15/2022
Decision making in cancer: Causal questions require causal answers
Treatment decisions in cancer care are guided by treatment effect estima...
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08/27/2020
Multimodal Learning for Cardiovascular Risk Prediction using EHR Data
Electronic health records (EHRs) contain structured and unstructured dat...
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06/30/2020
Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer Learning
Early detection of lung cancer has been proven to decrease mortality sig...
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02/12/2019
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT
Cardiovascular disease (CVD) is the global leading cause of death. A str...
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10/04/2018
Direct Prediction of Cardiovascular Mortality from Low-dose Chest CT using Deep Learning
Cardiovascular disease (CVD) is a leading cause of death in the lung can...
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04/12/2018
Iterative fully convolutional neural networks for automatic vertebra segmentation
Precise segmentation of the vertebrae is often required for automatic de...
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12/08/2017
Direct and Real-Time Cardiovascular Risk Prediction
Coronary artery calcium (CAC) burden quantified in low-dose chest CT is ...
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11/01/2017