@article{small-language-models,
  title = {{Small language models in clinical medicine: a systematic review of performance, safety, and deployment feasibility}},
  author = {Gorenshtein, Alon and Omar, Mahmud and Barash, Yiftach and Kruskal, Jonathan B and Ahmed, Muneeb and Brook, Olga R and Illigens, Ben and Nadkarni, Girish N and Klang, Eyal},
  year = {2026},
  doi = {10.1093/jamia/ocag164},
  url = {https://doi.org/10.1093/jamia/ocag164},
  journal = {Journal of the American Medical Informatics Association},
  eid = {ocag164}
}

@unpublished{litbench,
  title = {{LitBench: A Benchmark for Retrieval-Grounded Multi-Paper Evidence Synthesis in Epilepsy}},
  author = {Gorenshtein, Alon and Zhang, Tianyu and Westover, M. Brandon and Goldenholz, Daniel M.},
  year = {2026},
  doi = {10.64898/2026.09.17.26363288},
  url = {https://doi.org/10.64898/2026.09.17.26363288},
  note = {medRxiv preprint; not certified by peer review}
}

@article{prospective-emergency-department-ai,
  title = {{Prospective evaluation of a large language model clinical decision support system in the emergency department}},
  author = {Leibovitch, Liron and Ahituv, Adi and Gorenshtein, Alon and Aran, Dvir and Sorka, Moran and Miron, Keren and Shelly, Shahar},
  year = {2026},
  doi = {10.1038/s41591-026-04601-5},
  url = {https://doi.org/10.1038/s41591-026-04601-5},
  journal = {Nature Medicine},
  volume = {32},
  number = {10},
  pages = {3741--3747}
}

@article{command-following,
  title = {{The Unsteady Return of Bedside Motor Command-Following After Acute Brain Injury}},
  author = {Gorenshtein, Alon and Adiniaev, Yosef and Omar, Mahmud and Barash, Yiftach and Klang, Eyal and Daniel, Oved},
  year = {2026},
  doi = {10.1007/s12028-026-02624-x},
  url = {https://doi.org/10.1007/s12028-026-02624-x},
  journal = {Neurocritical Care}
}

@article{llm-brain-computer-interfaces,
  title = {{Large language models integrated into brain–computer interfaces for communication and control: a systematic review}},
  author = {Gorenshtein, Alon and Omar, Mahmud and Barash, Yiftach and Nadkarni, Girish N and Klang, Eyal},
  year = {2026},
  doi = {10.1088/2057-1976/ae737b},
  url = {https://doi.org/10.1088/2057-1976/ae737b},
  journal = {Biomedical Physics \& Engineering Express},
  volume = {12},
  number = {3},
  pages = {035077}
}

@article{clinical-ai-evaluation,
  title = {{How to meaningfully evaluate AI in clinical medicine}},
  author = {Omar, Mahmud and Agbareia, Reem and Gorenshtein, Alon and Ramaswamy, Ashwin and Sakhuja, Ankit and Barash, Yiftach and Ting, Daniel S. W. and Klang, Eyal and Nadkarni, Girish N.},
  year = {2026},
  doi = {10.1038/s41591-026-04350-5},
  url = {https://doi.org/10.1038/s41591-026-04350-5},
  journal = {Nature Medicine},
  volume = {32},
  number = {6},
  pages = {1948--1949}
}

@article{neurological-clinical-reasoning,
  title = {{A multi-agent approach to neurological clinical reasoning}},
  author = {Sorka, Moran and Gorenshtein, Alon and Aran, Dvir and Shelly, Shahar},
  year = {2025},
  doi = {10.1371/journal.pdig.0001106},
  url = {https://doi.org/10.1371/journal.pdig.0001106},
  journal = {PLOS Digital Health},
  volume = {4},
  number = {12},
  pages = {e0001106}
}

@article{inspire,
  title = {{Agent-guided AI-powered interpretation and reporting of nerve conduction studies and EMG (INSPIRE)}},
  author = {Gorenshtein, Alon and Sorka, Moran and Khateb, Mohamed and Aran, Dvir and Shelly, Shahar},
  year = {2025},
  doi = {10.1016/j.clinph.2025.2110792},
  url = {https://doi.org/10.1016/j.clinph.2025.2110792},
  journal = {Clinical Neurophysiology},
  volume = {177},
  pages = {2110792}
}

@unpublished{clinical-ai-agents-review,
  title = {{AI Agents in Clinical Medicine: A Systematic Review}},
  author = {Gorenshtein, Alon and Omar, Mahmud and Glicksberg, Benjamin S and Nadkarni, Girish N and Klang, Eyal},
  year = {2025},
  doi = {10.1101/2025.08.22.25334232},
  url = {https://doi.org/10.1101/2025.08.22.25334232},
  note = {medRxiv preprint; not certified by peer review}
}

@article{emg-randomized-trial,
  title = {{AI-Based EMG Reporting: A Randomized Controlled Trial}},
  author = {Gorenshtein, Alon and Weisblat, Yana and Khateb, Mohamed and Kenan, Gilad and Tsirkin, Irina and Fayn, Galina and Geller, Semion and Shelly, Shahar},
  year = {2025},
  doi = {10.1007/s00415-025-13261-3},
  url = {https://doi.org/10.1007/s00415-025-13261-3},
  journal = {Journal of Neurology},
  volume = {272},
  number = {9},
  eid = {586}
}

@article{literas,
  title = {{LITERAS: Biomedical literature review and citation retrieval agents}},
  author = {Gorenshtein, Alon and Shihada, Kamel and Sorka, Moran and Aran, Dvir and Shelly, Shahar},
  year = {2025},
  doi = {10.1016/j.compbiomed.2025.110363},
  url = {https://doi.org/10.1016/j.compbiomed.2025.110363},
  journal = {Computers in Biology and Medicine},
  volume = {192},
  pages = {110363}
}