Anoop M. Mayampurath

According to our database1, Anoop M. Mayampurath authored at least 14 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2008
2010
2012
2014
2016
2018
2020
2022
2024
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Legend:

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In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

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
Identifying infected patients using semi-supervised and transfer learning.
J. Am. Medical Informatics Assoc., 2022

Explaining Alerts from a Pediatric Deterioration Prediction Model Using Clinical Text.
Proceedings of the AMIA 2022, 2022

2021
Sepsis Prediction Using Semi-Supervised and Transfer Learning.
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
A Deeper Exploration of Contagious Risk and the Neighborhood Effect.
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


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