Resources

29 results for "diagnoses"

Database Credentialed Access

MIMIC-IV-Ext-MDS-ED: Multimodal Decision Support in the Emergency Department - a Benchmark Dataset for Diagnoses and Deterioration Prediction in Emergency Medicine

Juan Miguel Lopez Alcaraz, Nils Strodthoff

Measurable progress in the development of medical decision support systems has been hindered by a lack of comprehensive datasets. Many available datasets focus on narrow prediction tasks and do not include a diverse range of data types, which limits…
emergency department diagnoses prediction deterioration prediction multimodal benchmark ecg
Published: Sept. 12, 2024. Version: 1.0.0
Model Credentialed Access

Fine-tuning foundational models to code diagnoses from veterinary health records

Adam Kiehl, Nadia Saklou, G Joseph Strecker, et al.

Veterinary medical records represent a large data resource for application to veterinary and One Health clinical research efforts. Use of the data is limited by interoperability challenges including inconsistent data formats and data siloing. Clinic…
transformers natural language processing foundational models one health diagnoses snomed-ct omop cdm veterinary medical records clinical coding veterinary medicine large language models
Published: Jan. 25, 2026. Version: 1.0.0
Challenge Credentialed Access

BioNLP Workshop 2023 Shared Task 1A: Problem List Summarization

Yanjun Gao, Dmitriy Dligach, Timothy Miller, et al.

Automatically summarizing patients’ main problems from the daily care notes in the electronic health record can help mitigate information and cognitive overload for clinicians and provide augmented intelligence via computerized diagnostic decision s…
bionlp clinical natural language processing electronic health record summarization
Published: Nov. 12, 2023. Version: 2.0.0
Challenge Open Access

Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022

Matthew Reyna, Yashar Kiarashi, Andoni Elola, et al.

Congenital heart diseases affect about 1% of newborns, representing an important morbidity and mortality factor for several severe conditions, including advanced heart failure. In a 2019 survey, it was estimated that congenital heart diseases affect…
challenge competition cardiac auscultation congenital heart diseases
Published: Sept. 28, 2023. Version: 1.0.0
Database Restricted Access

KURIAS-ECG: a 12-lead electrocardiogram database with standardized diagnosis ontology

Hakje Yoo, Yunjin Yum, Soowan Park, et al.

The 12-lead electrocardiogram (ECG) is the fundamental test used to evaluate the electrophysiological state of the heart. Most previous ECG databases use the diagnosis confirmed by experts. Therefore, ECG diagnosis is not standardized and its qualit…
snomed minnesota 12-lead ecg
Published: Nov. 8, 2021. Version: 1.0
Database Restricted Access

Computed Tomography Images for Intracranial Hemorrhage Detection and Segmentation

Murtadha Hssayeni

After traumatic brain injury (TBI), intracranial hemorrhage (ICH) may occur that could lead to death or disability if it is not accurately diagnosed and treated in a time-sensitive procedure. Currently, Computerized Tomography (CT) scans are examine…
computed tomography skull fracture ich intracranial hemmorhage ct scans segmentation nifti
Published: March 10, 2020. Version: 1.3.1
Database Credentialed Access

MIMIC-IV-Ext-DischargeBench: Dataset for Pre-Deployment Evaluation of LLM Discharge Educators through Patient Simulation

Won Seok Jang, Zonghai Yao, Hong Yu

MIMIC-IV-Ext-DischargeBench is a derived dataset of 320 curated hospitalization cases (v1.0.0) built from MIMIC-IV (v3.1) and MIMIC-IV-Note (v2.2). Each case is a structured patient profile drawn from the discharge documentation of a single hospital…
patient education discharge education simulation benchmark
Published: Oct. 29, 2026. Version: 1.0.0
Database Credentialed Access

MIMIC-IV-Ext-SDBench: Sequential Diagnosis Benchmark Cases Derived from MIMIC-IV

Harsha Nori, Mayank Daswani, Christopher Kelly, et al.

MIMIC-IV-Ext-SDBench contains 488 case records derived from MIMIC-IV emergency department encounters in which the patient was subsequently admitted as an inpatient. Each case is formatted primarily for use with the Sequential Diagnosis Benchmark, an…
benchmark diagnostic reasoning llm evaluation large language models sdbench sequential diagnosis clinical reasoning cost-aware diagnosis
Published: Oct. 22, 2026. Version: 1.0.0
Database Credentialed Access

MIMIC-CXR-Ext-MIMIC-CXR-DB: Linking MIMIC-IV Chest Radiographs with Rich and Harmonized Clinical Context

Houcemeddine Turki, Lukman Ismaila, Ahmed Ben Salem, et al.

MIMIC-CXR-DB is a relational clinical database comprising 146,333 chest radiographs linked to hospital admissions, designed to support research at the intersection of electronic health records (EHRs) and chest radiography. The database integrates ho…
mimic-iv clinical findings multimodal research ehr integration ontology-based linking chest x-ray imaging
Published: Oct. 1, 2026. Version: 1.0
Database Credentialed Access

MIMIC-III-Ext-MIMIC-Patient: Structured Per-Patient JSON Records for Clinical Question Answering

Tianqi Shang, Weiqing He, Charles Zheng, et al.

This project provides MIMIC-Patient, a structured, per-patient representation of the MIMIC-III database designed for large language model (LLM)–based clinical question answering. For each of 500 admissions, we reconstruct the patient’s episode into …
Published: Sept. 11, 2026. Version: 1.0.0