4 papers
CUPCase: Clinically Uncommon Patient Cases and Diagnoses Dataset
Oriel Perets, Ofir Ben Shoham, Nir Grinberg +1
Medical benchmark datasets significantly contribute to developing Large Language Models (LLMs) for medical knowledge extraction, diagnosis, summarization, and other uses. Yet, curr…
MedConceptsQA: Open Source Medical Concepts QA Benchmark
Ofir Ben Shoham, Nadav Rappoport
We present MedConceptsQA, a dedicated open source benchmark for medical concepts question answering. The benchmark comprises of questions of various medical concepts across differe…
DSF-GAN: DownStream Feedback Generative Adversarial Network
Oriel Perets, Nadav Rappoport
Utility and privacy are two crucial measurements of the quality of synthetic tabular data. While significant advancements have been made in privacy measures, generating synthetic s…
Surgery duration prediction using multi-task feature selection
David Azriel, Yosef Rinott, Orna Tal +2
Efficient optimization of operating room (OR) activity poses a significant challenge for hospital managers due to the complex and risky nature of the environment. The traditional "…