Anoop M. Mayampurath
According to our database1,
Anoop M. Mayampurath
authored at least 14 papers
between 2008 and 2024.
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Bibliography
2024
Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models.
J. Am. Medical Informatics Assoc., 2024
Development and external validation of deep learning clinical prediction models using variable-length time series data.
J. Am. Medical Informatics Assoc., 2024
Lessons Learned on Information Retrieval in Electronic Health Records: A Comparison of Embedding Models and Pooling Strategies.
CoRR, 2024
2022
J. Am. Medical Informatics Assoc., 2022
Explaining Alerts from a Pediatric Deterioration Prediction Model Using Clinical Text.
Proceedings of the AMIA 2022, 2022
2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2019
A structured approach to working with wearable health data: lessons learned from the University of Chicago IBD biosensor study.
Proceedings of the AMIA 2019, 2019
2018
Using photoplethysmography data to estimate heart rate variability and its association with organ dysfunction in pediatric oncology patients.
npj Digit. Medicine, 2018
2017
Proceedings of the Summit on Clinical Research Informatics, 2017
A Data-driven Framework for Sub-Typing Stem Cell Transplant Recipients at Risk for Infection.
Proceedings of the AMIA 2017, 2017
2013
Automated annotation and quantification of glycans using liquid chromatography-mass spectrometry.
Bioinform., 2013
2010
Machine learning based prediction for peptide drift times in ion mobility spectrometry.
Bioinform., 2010
2009
Decon2LS: An open-source software package for automated processing and visualization of high resolution mass spectrometry data.
BMC Bioinform., 2009
2008
DeconMSn: a software tool for accurate parent ion monoisotopic mass determination for tandem mass spectra.
Bioinform., 2008