Latent Patient Cluster Discovery for Robust Future Forecasting and New-Patient Generalization.

by Ting Qian, Aaron J Masino
Published 2016-01-01

Personalized prediction of early childhood asthma persistence: A machine learning approach.

by Saurav Bose, Chén C Kenyon, Aaron J Masino
Published 2021-01-01

Machine learning models for early sepsis recognition in the neonatal intensive care unit using readily available electronic health record data.

by Aaron J Masino, Mary Catherine Harris, Daniel Forsyth, Svetlana Ostapenko, Lakshmi Srinivasan, Christopher P Bonafide, Fran Balamuth, Melissa Schmatz, Robert W Grundmeier
Published 2019-01-01

Neonatal sepsis registry: Time to antibiotic dataset

by Svetlana Ostapenko, Melissa Schmatz, Lakshmi Srinivasan, Okan U. Elci, Scott L. Weiss, Aaron J. Masino, Marissa Tremoglie, Mary Catherine Harris, Robert W. Grundmeier
Published 2019-12-01

Supervised Machine Learning Applied to Automate Flash and Prolonged Capillary Refill Detection by Pulse Oximetry

by Ryan Brandon Hunter, Shen Jiang, Akira Nishisaki, Amanda J. Nickel, Natalie Napolitano, Koichiro Shinozaki, Timmy Li, Kota Saeki, Lance B. Becker, Vinay M. Nadkarni, Aaron J. Masino
Published 2020-10-01