ALON GORENSHTEIN, MD · SELECTED BIBLIOGRAPHY

Publications

Research on clinical AI evaluation, neurology, neurophysiology, brain–computer interfaces, and evidence synthesis.

This is a selected reading list. Journal publications and preprints are labeled separately; preprints have not been certified by peer review. For the wider publication record, visit Google Scholar or NCBI My Bibliography.

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Journal publication

Journal of the American Medical Informatics Association · 2026

Small language models in clinical medicine: a systematic review of performance, safety, and deployment feasibility

Alon Gorenshtein, Mahmud Omar, Yiftach Barash, Jonathan B Kruskal, Muneeb Ahmed, Olga R Brook, Ben Illigens, Girish N Nadkarni, Eyal Klang

DOI: 10.1093/jamia/ocag164 · Article ocag164

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Preprint

medRxiv · 2026

LitBench: A Benchmark for Retrieval-Grounded Multi-Paper Evidence Synthesis in Epilepsy

Alon Gorenshtein, Tianyu Zhang, M. Brandon Westover, Daniel M. Goldenholz

DOI: 10.64898/2026.09.17.26363288

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Journal publication

Nature Medicine · 2026

Prospective evaluation of a large language model clinical decision support system in the emergency department

Liron Leibovitch, Adi Ahituv, Alon Gorenshtein, Dvir Aran, Moran Sorka, Keren Miron, Shahar Shelly

DOI: 10.1038/s41591-026-04601-5 · Volume 32 · 3741-3747

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Journal publication

Neurocritical Care · 2026

The Unsteady Return of Bedside Motor Command-Following After Acute Brain Injury

Alon Gorenshtein, Yosef Adiniaev, Mahmud Omar, Yiftach Barash, Eyal Klang, Oved Daniel

DOI: 10.1007/s12028-026-02624-x

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Journal publication

Biomedical Physics & Engineering Express · 2026

Large language models integrated into brain–computer interfaces for communication and control: a systematic review

Alon Gorenshtein, Mahmud Omar, Yiftach Barash, Girish N Nadkarni, Eyal Klang

DOI: 10.1088/2057-1976/ae737b · Volume 12 · 035077

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Journal publication

Nature Medicine · 2026

How to meaningfully evaluate AI in clinical medicine

Mahmud Omar, Reem Agbareia, Alon Gorenshtein, Ashwin Ramaswamy, Ankit Sakhuja, Yiftach Barash, Daniel S. W. Ting, Eyal Klang, Girish N. Nadkarni

DOI: 10.1038/s41591-026-04350-5 · Volume 32 · 1948-1949

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Journal publication

PLOS Digital Health · 2025

A multi-agent approach to neurological clinical reasoning

Moran Sorka, Alon Gorenshtein, Dvir Aran, Shahar Shelly

DOI: 10.1371/journal.pdig.0001106 · Volume 4 · e0001106

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Journal publication

Clinical Neurophysiology · 2025

Agent-guided AI-powered interpretation and reporting of nerve conduction studies and EMG (INSPIRE)

Alon Gorenshtein, Moran Sorka, Mohamed Khateb, Dvir Aran, Shahar Shelly

DOI: 10.1016/j.clinph.2025.2110792 · Volume 177 · 2110792

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Preprint

medRxiv · 2025

AI Agents in Clinical Medicine: A Systematic Review

Alon Gorenshtein, Mahmud Omar, Benjamin S Glicksberg, Girish N Nadkarni, Eyal Klang

DOI: 10.1101/2025.08.22.25334232

Journal publication

Journal of Neurology · 2025

AI-Based EMG Reporting: A Randomized Controlled Trial

Alon Gorenshtein, Yana Weisblat, Mohamed Khateb, Gilad Kenan, Irina Tsirkin, Galina Fayn, Semion Geller, Shahar Shelly

DOI: 10.1007/s00415-025-13261-3 · Volume 272 · Article 586

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Journal publication

Computers in Biology and Medicine · 2025

LITERAS: Biomedical literature review and citation retrieval agents

Alon Gorenshtein, Kamel Shihada, Moran Sorka, Dvir Aran, Shahar Shelly

DOI: 10.1016/j.compbiomed.2025.110363 · Volume 192 · 110363

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Bibliographic records checked against Crossref and primary publication records on October 26, 2026. The preprint labels describe the linked versions.

Research areas · Research software · ORCID