Research projects in clinical AI, evidence synthesis, and neurology, developed by Alon Gorenshtein and collaborators.
Each project links its public code to the corresponding article or preprint. Repository documentation provides the requirements for reuse, including licenses, dependencies, and any separately controlled data access.
Journal publicationLITERAS
A multi-agent framework for biomedical literature review and citation retrieval. The public repository accompanies the 2025 paper in Computers in Biology and Medicine.
The paper evaluates reference retrieval and literature-review generation. Consult the publication for its comparison systems, evaluation design, and limitations.
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Journal publicationBedside command-following after acute brain injury
Analysis code for the study of recovery and instability of bedside command-following, published in Neurocritical Care.
The repository describes the analysis pipeline and access requirements for the source ICU datasets. Raw patient data are not distributed in the repository.
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PreprintLitBench
A benchmark for retrieval-grounded, multi-paper evidence synthesis in epilepsy, with a public repository maintained by Goldenholz Lab.
The linked medRxiv preprint tests identifying source papers, retrieving supporting passages, combining evidence, and abstaining when evidence is absent. The work is a research benchmark.
View public code ↗Read the preprint ↗Citation →