Search Results for author: Ofir Ben Shoham

Found 3 papers, 3 papers with code

MedConceptsQA: Open Source Medical Concepts QA Benchmark

1 code implementation12 May 2024 Ofir Ben Shoham, Nadav Rappoport

We present MedConceptsQA, a dedicated open source benchmark for medical concepts question answering.

Few-Shot Learning Question Answering +1

CPLLM: Clinical Prediction with Large Language Models

1 code implementation20 Sep 2023 Ofir Ben Shoham, Nadav Rappoport

In addition, We also evaluated CPLLM for patient hospital readmission prediction and compared our method's performance with benchmark baselines.

Disease Prediction Language Modelling +3

Federated Learning of Medical Concepts Embedding using BEHRT

1 code implementation22 May 2023 Ofir Ben Shoham, Nadav Rappoport

Therefore, the EHR data from the medical centers often cannot be shared, making it difficult to create prediction models using multi-center EHR data, which is essential for such models' robustness and generalizability.

Federated Learning Language Modelling +1

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