Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Leo Celi

Evaluating Progress on Machine Learning for Longitudinal Electronic Healthcare Data

Oct 02, 2020
David Bellamy, Leo Celi, Andrew L. Beam

  Access Paper or Ask Questions

Regional Tree Regularization for Interpretability in Black Box Models

Aug 13, 2019
Mike Wu, Sonali Parbhoo, Michael Hughes, Ryan Kindle, Leo Celi, Maurizio Zazzi, Volker Roth, Finale Doshi-Velez

  Access Paper or Ask Questions

Predicting Blood Pressure Response to Fluid Bolus Therapy Using Attention-Based Neural Networks for Clinical Interpretability

Dec 03, 2018
Uma M. Girkar, Ryo Uchimido, Li-wei H. Lehman, Peter Szolovits, Leo Celi, Wei-Hung Weng

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 

  Access Paper or Ask Questions

Improved survival of cancer patients admitted to the ICU between 2002 and 2011 at a U.S. teaching hospital

Aug 06, 2018
Chris Sauer, Jinghui Dong, Leo Celi, Daniele Ramazzotti

  Access Paper or Ask Questions

Deep Reinforcement Learning for Sepsis Treatment

Nov 27, 2017
Aniruddh Raghu, Matthieu Komorowski, Imran Ahmed, Leo Celi, Peter Szolovits, Marzyeh Ghassemi

* Extensions on earlier work (arXiv:1705.08422). Accepted at workshop on Machine Learning For Health at the conference on Neural Information Processing Systems, 2017 

  Access Paper or Ask Questions