Author

Aman Mahajan

University of PittsburghORCID 0000-0002-3693-4556Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

Aman Mahajan1 paper · Columbia University

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:electronic health records· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Brandon JewiD· 1 shared Brian L. HilliD· 1 shared Christine LeeiD· 1 shared Eilon GabeliD· 1 shared Elaine M. RobbinsiD· 1 shared Elisa CastagnolaiD· 1 shared Eran HalperiniD· 1 shared Ira S. HoferiD· 1 shared

Activity by Year

2019-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperBioinformatics

Brandon JewORCID

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2 papers

Recent·Most cited

Real-time in vivo thoracic spinal glutamate sensing reveals spinal hyperactivity during myocardial ischemia

Siamak Salavatian, Elaine M. Robbins, Yuki Kuwabara, Elisa Castagnola, Xinyan Tracy Cui, Aman Mahajan

This study uses a glutamate-sensing probe to measure real-time spinal neural activity during myocardial ischemia-reperfusion, revealing increased spinal hyperactivity linked to arrhythmia risk.

bioRxiv · Mar 11, 2023 · PreprintNeuroscience

Preoperative predictions of in-hospital mortality using electronic medical record data

Brian L. Hill, Robert J. Brown, Eilon Gabel, Nadav Rakocz, Christine Lee, Maxime P. Cannesson, Pierre Baldi, Loes M. Olde Loohuis, Ruth Johnson, Brandon Jew, Uri Maoz, Aman Mahajan, Sriram Sankararaman, Ira S. Hofer, Eran Halperin

This paper develops a machine learning model using EMR data to predict in-hospital mortality preoperatively, achieving higher accuracy than existing clinical scores.

British Journal of Anaesthesia · Oct 15, 2019Peer-reviewedBioinformatics