Medical Informatics - Groups

MEDGENIE: A Generate-Then-Read Framework for Multiple-Choice Question Answeri...

MEDGENIE is a generate-then-read framework for multiple-choice question answering in medicine. It uses a medical LLM to generate multi-view artificial contexts for a given...

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IH-D1

The IH-D1 dataset is a private dataset collected from a large healthcare system in the United States.

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RAM-EHR

RAM-EHR is a Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records. It uses dense retrieval to obtain information related to medical concepts from...

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Representation Learning with Autoencoders for Electronic Health Records: A Co...

Electronic Health Records (EHRs) dataset used for predictive modeling and feature representation learning

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MIMIC-IV

The dataset used in the paper is a healthcare dataset containing patient information, including vital signs, lab values, and medication administration. The dataset is used to...

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MIMIC-III

MIMIC-III is a large, publicly available clinical database containing information from the Medical Information Mart for Intensive Care III. It is used for various clinical...

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