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Mythological Medical Machine Learning: Boosting the Performance of a Deep Learning Medical Data Classifier Using Realistic Physiological Models


Dec 28, 2021
Ismail Sadiq, Erick A. Perez-Alday, Amit J. Shah, Ali Bahrami Rad, Reza Sameni, Gari D. Clifford

* Presented at the University of Chicago Data Science Institute Dec 6th 2021. See: https://www.youtube.com/watch?v=B36CGi8ODCw and https://datascience.uchicago.edu/events/dss-gari-clifford/ 

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Late fusion of machine learning models using passively captured interpersonal social interactions and motion from smartphones predicts decompensation in heart failure


Apr 04, 2021
Ayse S. Cakmak, Samuel Densen, Gabriel Najarro, Pratik Rout, Christopher J. Rozell, Omer T. Inan, Amit J. Shah, Gari D. Clifford


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Detection of Paroxysmal Atrial Fibrillation using Attention-based Bidirectional Recurrent Neural Networks


May 07, 2018
Supreeth P. Shashikumar, Amit J. Shah, Gari D. Clifford, Shamim Nemati

* Accepted to the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2018), London, UK, 2018 

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