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Anoop Mayampurath

university of wisconsin

28H-index
167Paper Count
3.2KCitation Count
Published Papers 47
Publication Date
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1045: USING LARGE LANGUAGE MODELS TO EXPLAIN ALERTS FROM A PEDIATRIC RISK STRATIFICATION MODEL
errCritical Care Medicine
IF6
err2026-03-03
err0
PREAI
errMayampurath, Anoop; Nycklemoe, Samuel; Martin, Jennie; Strutz, Sierra; Caskey, John; Carey, Kyle; Croxford, Emma; Jani, Priti; Munjal, Neil; Dligach, Dmitriy; Churpek, Matthew; Afshar, Majid
errShare
errSave
Explainable multimodal deep learning models for variable-length sequences in critically ill patients
errJournal of Biomedical Informatics
IF4.5
err2026-02-24
err0
PREAI
errJennifer Martin; Majid Afshar; Askar Safipour Afshar; John Caskey; Dmitriy Dligach; Yanjun Gao; Jifan Gao; Guanhua Chen; Anoop Mayampurath; Matthew M. Churpek
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errSave
MoMA: a mixture-of-multimodal-agents architecture for enhancing clinical prediction modelling
errnpj Digital Medicine
IF15.1
err2025-12-09
err0
errOAAI
errJifan Gao; Mahmudur Rahman; John Caskey; Madeline Oguss; Ann O’Rourke; Randall Brown; Anne Stey; Anoop Mayampurath; Matthew M. Churpek; Guanhua Chen; Majid Afshar
errShare
errSave
Evaluating clinical AI summaries with large language models as judges
errnpj Digital Medicine
IF15.1
err2025-11-05
err0
errOAAI
errEmma Croxford; Yanjun Gao; Elliot First; Nicholas Pellegrino; Miranda Schnier; John Caskey; Madeline Oguss; Graham Wills; Guanhua Chen; Dmitriy Dligach; Matthew M. Churpek; Anoop Mayampurath; Frank Liao; Cherodeep Goswami; Karen K. Wong; Brian W. Patterson; Majid Afshar
errShare
errSave
Identification of Clinical Phenotypes Among People with HIV Using Electronic Health Record Data
errAIDS and Behavior
IF2.4
err2025-10-06
err0
errOAAI
errAnoop Mayampurath; Sheriff Isakka; Joseph A. Mason; Samuel Nycklemoe; Eleanor E. Friedman; Jessica P. Ridgway
errShare
errSave
Artificial intelligence-driven decision support for patients with acute respiratory failure: a scoping review
errIntensive Care Medicine Experimental
IF3.1
err2025-08-08
err0
errOAAI
errPreeti Gupta; Alex K. Pearce; Thaidan Pham; Michael Miller; Korey Brunetti; Karen Heskett; Atul Malhotra; Anoop Mayampurath; Majid Afshar
errShare
errSave
Explaining alerts from a pediatric risk prediction model using clinical text
errJOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
IF4.6
err2025-07-01
err1
PREAI
errNycklemoe, Samuel; Devarapu, Sriharsha; Gao, Yanjun; Carey, Kyle; Kuehnel, Nicholas; Munjal, Neil; Jani, Priti; Churpek, Matthew; Dligach, Dmitriy; Afshar, Majid; Mayampurath, Anoop
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errSave
ASO Visual Abstract: Machine Learning-Driven Modeling to Predict Post-Discharge Venous Thromboembolism after Pancreatectomy for Pancreas Cancer
errANNALS OF SURGICAL ONCOLOGY
IF3.5
err2025-03-01
err0
PREAI
errAhmed, Kaleem S.; Issaka, Sheriff M.; Marcinak, Clayton T.; Virani, Sehar S.; Jaraczewski, Taylor; Afshar, Majid; Mayampurath, Anoop; Churpek, Matthew M.; Mathew, Jomol; Zafar, Syed Nabeel
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errSave
Machine Learning-Driven Modeling to Predict Postdischarge Venous Thromboembolism After Pancreatectomy for Pancreas Cancer
errANNALS OF SURGICAL ONCOLOGY
IF3.5
err2025-02-20
err0
PREAI
errAhmed, Kaleem S.; Issaka, Sheriff M.; Marcinak, Clayton T.; Virani, Sehar S.; Jaraczewski, Taylor; Afshar, Majid; Mayampurath, Anoop; Churpek, Matthew M.; Mathew, Jomol; Zafar, Syed Nabeel
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errSave
ASSOCIATION BETWEEN STIGMATIZING LANGUAGE OCCURRENCE IN NOTES AND OUTCOMES IN PATIENTS WITH SEPSIS
errCRITICAL CARE MEDICINE
IF6
err2025-01-30
err0
PREAI
errMayampurath, Anoop; Hahs, Abigail; Caskey, John; Afshar, Askar; Churpek, Matthew; Dligach, Dmitriy; Afshar, Majid
errShare
errSave
Development and Validation of a Risk Score Predicting Death Without Transplant in Adult Heart Transplant Candidates
errJAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
IF55
err2024-02-13
err5
PREAI
errZhang, Kevin C.; Narang, Nikhil; Jasseron, Carine; Dorent, Richard; Lazenby, Kevin A.; Belkin, Mark N.; Grinstein, Jonathan; Mayampurath, Anoop; Churpek, Matthew M.; Khush, Kiran K.; Parker, William F.
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errSave
290: EMERGENCY MEDICAL SERVICE USE AND IN-HOSPITAL MORTALITY IN PATIENTS WITH SUBSTANCE MISUSE
errCRITICAL CARE MEDICINE
IF6
err2023-12-14
err0
PREAI
errGupta, Preeti; Gruenloh, Tim; Oguss, Madeline; Afshar, Askar Safipour; Spigner, Michael; Churpek, Matthew; Lee, Todd; Mayampurath, Anoop; Afshar, Majid
errShare
errSave
MULTILABEL DEEP LEARNING-BASED CLASSIFICATION OF CRITICAL DETERIORATION AMONG HOSPITALIZED CHILDREN
errCRITICAL CARE MEDICINE
IF6
err2023-12-14
err0
errOAAI
errMayampurath, Anoop; Sahu, Harsh; Carey, Kyle; Bashiri, Fereshteh; Jani, Priti; Afshar, Majid; Churpek, Matthew
errShare
errSave
Automated Matching of Patients to Clinical Trials: A Patient-Centric Natural Language Processing Approach for Pediatric Leukemia
errJCO CLINICAL CANCER INFORMATICS
IF2.8
err2023-07-01
err4
errOAAI
errKaskovich, Samuel; Wyatt, Kirk D.; Oliwa, Tomasz; Graglia, Luca; Furner, Brian; Lee, Jooho; Mayampurath, Anoop; Volchenboum, Samuel L.
errShare
errSave
Early Diagnosis of Primary Immunodeficiency Disease Using Clinical Data and Machine Learning
errJOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY-IN PRACTICE
IF6.6
err2022-11-01
err12
errOAAI
errMayampurath, Anoop; Ajith, Aswathy; Anderson-Smits, Colin; Chang, Shun-Chiao; Brouwer, Emily; Johnson, Julie; Baltasi, Michael; Volchenboum, Samuel; Devercelli, Giovanna; Ciaccio, Christina E.
errShare
errSave
Predicting neurological outcomes after in-hospital cardiac arrests for patients with Coronavirus Disease 2019
errRESUSCITATION
IF4.6
err2022-09-01
err5
errOAAI
errMayampurath, Anoop; Bashiri, Fereshteh; Hagopian, Raffi; Venable, Laura; Carey, Kyle; Edelson, Dana; Churpek, Matthew
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errSave
A prediction model for bacteremia and transfer to intensive care in pediatric and adolescent cancer patients with febrile neutropenia
errSCIENTIFIC REPORTS
IF3.9
err2022-05-06
err11
errOAAI
errAlali, Muayad; Mayampurath, Anoop; Dai, Yangyang; Bartlett, Allison H.
errShare
errSave
Using Natural Language Processing To Investigate Diagnostic Error In Acute Stroke
errSTROKE
IF8.9
err2022-02-01
err0
PREAI
errMayampurath, Anoop; Romo, Elida; Holl, Jane; Prabhakaran, Shyam
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errSave
Increase in Epinephrine Administration for Food-Induced Anaphylaxis in Pediatric Emergency Departments From 2007 to 2015
errJOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY-IN PRACTICE
IF6.6
err2022-01-01
err7
PREAI
errKim, So Lim; Suresh, Ragha; Mayampurath, Anoop; Ciaccio, Christina E.
errShare
errSave
Applications of Artificial Intelligence in Pediatric Oncology: A Systematic Review
errJCO CLINICAL CANCER INFORMATICS
IF2.8
err2021-12-01
err14
errOAAI
errRamesh, Siddhi; Chokkara, Sukarn; Shen, Timothy; Major, Ajay; Volchenboum, Samuel L.; Mayampurath, Anoop; Applebaum, Mark A.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
R
Richard Smith
H-index: 160 · Papers: 4.8W
A
Atul Malhotra
H-index: 114 · Papers: 1.1K
T
Tong‐Chuan He
H-index: 87 · Papers: 519
D
David T. Rubin
H-index: 87 · Papers: 1.5K
I
Issam A. Awad
H-index: 85 · Papers: 537
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