Nima Aghaeepour

Large Language Model Capabilities in Perioperative Risk Prediction and Prognostication

2024 · 97 Zit. · JAMA Surgery

Multiomics, artificial intelligence, and precision medicine in perinatology

2022 · 85 Zit. · Pediatric Research

Digital twins, synthetic patient data, and in-silico trials: can they empower paediatric clinical trials?

2025 · 30 Zit. · The Lancet Digital Health

MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records

2023 · 19 Zit. · arXiv (Cornell University)

Artificial Intelligence in Perioperative Care: Opportunities and Challenges

2024 · 17 Zit. · Anesthesiology

MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks

2025 · 9 Zit. · ArXiv.org

Verifying Facts in Patient Care Documents Generated by Large Language Models Using Electronic Health Records

2025 · 5 Zit. · NEJM AI

Information Extraction from Clinical Texts with Generative Pre-trained Transformer Models

2025 · 5 Zit. · International Journal of Medical Sciences

Benchmarking of pre-training strategies for electronic health record foundation models

2025 · 3 Zit. · JAMIA Open

Mitigation of outcome conflation in predicting patient outcomes using electronic health records

2025 · 3 Zit. · Journal of the American Medical Informatics Association

Machine Learning Techniques

2022 · 2 Zit. · Hot topics in acute care surgery and trauma

Large Language Model Capabilities in Perioperative Risk Prediction and Prognostication

2024 · 1 Zit. · arXiv (Cornell University)

Comprehensive overview of the anesthesiology research landscape: A machine Learning Analysis of 737 NIH-funded anesthesiology primary Investigator's publication trends

2024 · 1 Zit. · Heliyon

Artificial intelligence-guided nutritional therapy in the ICU

2025 · 0 Zit. · Current Opinion in Clinical Nutrition & Metabolic Care