Medical Informatics - Groups

MIMIC-III and MIMIC-II datasets

The MIMIC-III and MIMIC-II datasets are used to evaluate the proposed method.

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TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding

ICD coding is designed to assign the disease codes to electronic health records (EHRs) upon discharge, which is crucial for billing and clinical statistics. In an attempt to...

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HAIM-MIMIC-MM

Multimodal clinical dataset for healthcare applications

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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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9 datasets found