Anoop M. Mayampurath

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 6

Top Topics

Machine Learning Models

Top Venues

J. Am. Medical Informatics Assoc.

npj Digit. Medicine

Publications

Jifan Gao, Guanhua Chen, Ann P. O'Rourke, John R. Caskey, Kyle A. Carey, Madeline Oguss, Anne Stey, Dmitriy Dligach, Timothy A. Miller, Anoop M. Mayampurath, Matthew M. Churpek, Majid Afshar
Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models. J. Am. Medical Informatics Assoc. 31 (6) (2024)
Fereshteh S. Bashiri, Kyle A. Carey, Jennie Martin, Jay L. Koyner, Dana P. Edelson, Emily R. Gilbert, Anoop M. Mayampurath, Majid Afshar, Matthew M. Churpek
Development and external validation of deep learning clinical prediction models using variable-length time series data. J. Am. Medical Informatics Assoc. 31 (6) (2024)
Philip H. Sossenheimer, Olivia Yvellez, Anoop M. Mayampurath, Samuel L. Volchenboum, David T. Rubin
A structured approach to working with wearable health data: lessons learned from the University of Chicago IBD biosensor study. AMIA (2019)
Anoop M. Mayampurath, Samuel L. Volchenboum, L. Nelson Sanchez-Pinto
Using photoplethysmography data to estimate heart rate variability and its association with organ dysfunction in pediatric oncology patients. npj Digit. Medicine 1 (2018)
Anoop M. Mayampurath, Jonathan Matthews, Samuel L. Volchenboum, Lazaro N. Sanchez-Pinto
A Data-driven Framework for Sub-Typing Stem Cell Transplant Recipients at Risk for Infection. AMIA (2017)
Anoop M. Mayampurath, Dana P. Edelson, Michael D. Howell, Matthew M. Churpek, Samuel L. Volchenboum
A Deeper Exploration of Contagious Risk and the Neighborhood Effect. CRI (2017)
Chuan-Yih Yu, Anoop M. Mayampurath, Yunli Hu, Shiyue Zhou, Yehia Mechref, Haixu Tang
Automated annotation and quantification of glycans using liquid chromatography-mass spectrometry. Bioinform. 29 (13) (2013)
Anuj R. Shah, Khushbu Agarwal, Erin S. Baker, Mudita Singhal, Anoop M. Mayampurath, Yehia M. Ibrahim, Lars J. Kangas, Matthew E. Monroe, Rui Zhao, Mikhail E. Belov, Gordon A. Anderson, Richard D. Smith
Machine learning based prediction for peptide drift times in ion mobility spectrometry. Bioinform. 26 (13) (2010)
Navdeep Jaitly, Anoop M. Mayampurath, Kyle Littlefield, Joshua N. Adkins, Gordon A. Anderson, Richard D. Smith
Decon2LS: An open-source software package for automated processing and visualization of high resolution mass spectrometry data. BMC Bioinform. 10 (2009)
Anoop M. Mayampurath, Navdeep Jaitly, Samuel O. Purvine, Matthew E. Monroe, Kenneth J. Auberry, Joshua N. Adkins, Richard D. Smith
DeconMSn: a software tool for accurate parent ion monoisotopic mass determination for tandem mass spectra. Bioinform. 24 (7) (2008)