Divneet Mandair, MD, MS
Adjunct Instructor
Medicine
School of Medicine

Publications (17)

Top publication keywords:
Electronic Health RecordsMachine LearningProstatic Neoplasms, Castration-ResistantPoly(ADP-ribose) Polymerase InhibitorsRetinitisMutationSalivary Gland NeoplasmsSupervised Machine LearningBRCA2 ProteinAtherectomy, CoronaryIndolesRetinal VasculitisMyocardial InfarctionBRCA1 ProteinAneurysm

• Rucaparib - drug evaluation: a PARP inhibitor for the treatment of BRCA-mutated metastatic castration-resistant prostate cancer.
  Future oncology (London, England) 2026 Bryce AH, Nash P, Roessler A, Mandair D
• From Zero-Shot to Bedside: A Practical Playbook for Adapting Open-Source Large Language Models to Clinical Symptom Extraction.
  Proceedings of machine learning research 2026 Chen LC, Zack T, Mandair D, Mahadevan A, Suresh A, Ishiyama Y, Li Y, Hong JC, Butte AJ
• Considerations in Translating AI to Improve Care.
  JAMA network open 2025 Mandair D, Elia MV, Hong JC
• A comparative study of large language model-based zero-shot inference and task-specific supervised classification of breast cancer pathology reports.
  Journal of the American Medical Informatics Association : JAMIA 2024 Sushil M, Zack T, Mandair D, Zheng Z, Wali A, Yu YN, Quan Y, Lituiev D, Butte AJ
• CORAL: Expert-Curated Oncology Reports to Advance Language Model Inference.
  NEJM AI 2024 Sushil M, Kennedy VE, Mandair D, Miao BY, Zack T, Butte AJ

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• A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification.
  Research square 2024 Sushil M, Zack T, Mandair D, Zheng Z, Wali A, Yu YN, Quan Y, Butte AJ
• Biological insights and novel biomarker discovery through deep learning approaches in breast cancer histopathology.
  NPJ breast cancer 2023 Mandair D, Reis-Filho JS, Ashworth A
• A molecular guide to systemic therapy in salivary gland carcinoma.
  Head & neck 2023 Weaver AN, Lakritz S, Mandair D, Ulanja MB, Bowles DW
• The Impact of Time Horizon on Classification Accuracy: Application of Machine Learning to Prediction of Incident Coronary Heart Disease.
  JMIR cardio 2022 Simon S, Mandair D, Albakri A, Fohner A, Simon N, Lange L, Biggs M, Mukamal K, Psaty B, Rosenberg M
• Orbital atherectomy of calcified coronary ostial lesions.
  Catheterization and cardiovascular interventions : official journal of the Society for Cardiac Angiography & Interventions 2022 Chambers JW, Martinsen BJ, Sturm RC, Mandair D, Valle JA, Waldo SW, Guzzetta F, Armstrong EJ
• EFFICACY OF INTRAVITREAL AFLIBERCEPT INJECTIONS IN THE TREATMENT OF IDIOPATHIC RETINAL VASCULITIS, ANEURYSMS, AND NEURORETINITIS SYNDROME.
  Retinal cases & brief reports 2022 Jones AA, Morgenstern JL, Mandair D, Pedler MG, Olson JL
• Quantifying The Medical Impact of A Missed Diagnosis of Non-Small Cell Lung Cancer on Chest Imaging.
  Clinical lung cancer 2022 Camidge DR, Mandair D, Morgan R, Amini A, Rusthoven CG
• Prediction of Drug-Induced Long QT Syndrome Using Machine Learning Applied to Harmonized Electronic Health Record Data.
  Journal of cardiovascular pharmacology and therapeutics 2021 Simon ST, Mandair D, Tiwari P, Rosenberg MA
• Prediction of incident myocardial infarction using machine learning applied to harmonized electronic health record data.
  BMC medical informatics and decision making 2020 Mandair D, Tiwari P, Simon S, Colborn KL, Rosenberg MA
• Darolutamide: An Evidenced-Based Review of Its Efficacy and Safety in the Treatment of Prostate Cancer.
  Cancer management and research 2020 Crawford ED, Stanton W, Mandair D
• 3D printed mitral valve models: affordable simulation for robotic mitral valve repair.
  Interactive cardiovascular and thoracic surgery 2018 Premyodhin N, Mandair D, Ferng AS, Leach TS, Palsma RP, Albanna MZ, Khalpey ZI
• A Case of Persistent Low Back Pain in a Young Female Caused by a Trauma-Induced Schmorl's Node in the Lumbar Spine Five Vertebra.
  Cureus 2017 Mohty KM, Mandair D, Munroe B, Baldemor D