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04/17/2023
BenchMD: A Benchmark for Modality-Agnostic Learning on Medical Images and Sensors
Medical data poses a daunting challenge for AI algorithms: it exists in ...
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06/14/2021
CathAI: Fully Automated Interpretation of Coronary Angiograms Using Neural Networks
Coronary heart disease (CHD) is the leading cause of adult death in the ...
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12/03/2018
Using Multitask Learning to Improve 12-Lead Electrocardiogram Classification
We develop a multi-task convolutional neural network (CNN) to classify m...
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07/06/2018
Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and Discovery
The electrocardiogram or ECG has been in use for over 100 years and rema...
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02/07/2018
DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction
We train and validate a semi-supervised, multi-task LSTM on 57,675 perso...
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06/22/2017