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09/07/2023
M(otion)-mode Based Prediction of Ejection Fraction using Echocardiograms
Early detection of cardiac dysfunction through routine screening is vita...
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02/28/2023
Interpretable and Intervenable Ultrasonography-based Machine Learning Models for Pediatric Appendicitis
Appendicitis is among the most frequent reasons for pediatric abdominal ...
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12/23/2022
Introduction to Machine Learning for Physicians: A Survival Guide for Data Deluge
Many modern research fields increasingly rely on collecting and analysin...
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07/26/2022
Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods
Deep neural networks for image-based screening and computer-aided diagno...
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03/24/2022
Interpretable Prediction of Pulmonary Hypertension in Newborns using Echocardiograms
Pulmonary hypertension (PH) in newborns and infants is a complex conditi...
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01/23/2019
Siamese Networks with Location Prior for Landmark Tracking in Liver Ultrasound Sequences
Image-guided radiation therapy can benefit from accurate motion tracking...
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11/14/2016