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Anoop M. Mayampurath
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2020 – today
- 2024
- [j8]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): 1291-1302 (2024) - [j7]Fereshteh S. Bashiri
Development and external validation of deep learning clinical prediction models using variable-length time series data. J. Am. Medical Informatics Assoc. 31(6): 1322-1330 (2024) - [i1]Skatje Myers, Timothy A. Miller, Yanjun Gao, Matthew M. Churpek, Anoop M. Mayampurath, Dmitriy Dligach, Majid Afshar:
Lessons Learned on Information Retrieval in Electronic Health Records: A Comparison of Embedding Models and Pooling Strategies. CoRR abs/2409.15163 (2024) - 2022
- [j6]Fereshteh S. Bashiri
Identifying infected patients using semi-supervised and transfer learning. J. Am. Medical Informatics Assoc. 29(10): 1696-1704 (2022) - [c5]Anoop M. Mayampurath, Kyle A. Carey, Priti Jani, Majid Afshar, Matthew M. Churpek, Dmitriy Dligach:
Explaining Alerts from a Pediatric Deterioration Prediction Model Using Clinical Text. AMIA 2022 - 2021
- [c4]John R. Caskey, Fereshteh S. Bashiri, Anoop M. Mayampurath, Nicole Dussault, Jay Dumanian, Sivasubramanium V. Bhavani, Kyle A. Carey, Emily R. Gilbert, Christopher J. Winslow, Nirav S. Shah, Dana P. Edelson, Majid Afshar, Matthew M. Churpek:
Sepsis Prediction Using Semi-Supervised and Transfer Learning. AMIA 2021
2010 – 2019
- 2019
- [c3]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 - 2018
- [j5]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) - 2017
- [c2]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 - [c1]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 - 2013
- [j4]Chuan-Yih Yu, Anoop M. Mayampurath, Yunli Hu, Shiyue Zhou, Yehia Mechref
Automated annotation and quantification of glycans using liquid chromatography-mass spectrometry. Bioinform. 29(13): 1706-1707 (2013) - 2010
- [j3]Anuj R. Shah, Khushbu Agarwal, Erin S. Baker
Machine learning based prediction for peptide drift times in ion mobility spectrometry. Bioinform. 26(13): 1601-1607 (2010)
2000 – 2009
- 2009
- [j2]Navdeep Jaitly, Anoop M. Mayampurath, Kyle Littlefield, Joshua N. Adkins
Decon2LS: An open-source software package for automated processing and visualization of high resolution mass spectrometry data. BMC Bioinform. 10 (2009) - 2008
- [j1]Anoop M. Mayampurath, Navdeep Jaitly, Samuel O. Purvine
DeconMSn: a software tool for accurate parent ion monoisotopic mass determination for tandem mass spectra. Bioinform. 24(7): 1021-1023 (2008)
Coauthor Index
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