Resources
Database Credentialed Federated
MIMIC-IV on FHIR
Fast Healthcare Interoperability Resources (FHIR) has emerged as a robust standard for healthcare data exchange. To explore the use of FHIR for the process of data harmonization, we converted the Medical Information Mart for Intensive Care…
us core mimic-iv electronic health record mimic fast healthcare interoperability resources fhir
Published: Nov. 12, 2024. Version: 2.1 | DOI: 10.13026/rrj1-ny66
Database Contributor Review Federated
Chest Computed Tomography for patients with sepsis in the Emergency Department
Sepsis is a systematic inflammatory response syndrome that can impact all vital organs. Lung is the most commonly involved organ that sepsis can cause lung injury. Lung injury can have a variety clinical presentations and can be captured by chest im…
sepsis
Published: Oct. 28, 2024. Version: 1.0.0 | DOI: 10.13026/zne5-qh18
Database Contributor Review Federated
COVID Data for Shared Learning (CDSL): A comprehensive, multimodal COVID-19 dataset from HM Hospitales
COVID Data for Shared Learning (CDSL) is a multimodal database comprising de-identified medical data from 4,479 patients who were hospitalized with confirmed or suspected COVID-19 in the Spanish 'HM Hospitales' group from 2019-12-26 to 2021-…
multimodal database covid-19 radiological images open data healthcare data machine learning and ai
Published: Oct. 25, 2024. Version: 1.0.0 | DOI: 10.13026/1176-6c44
Database Credentialed Federated
C-REACT: Contextualized Race and Ethnicity Annotations for Clinical Text
The Contextualized Race and Ethnicity Annotations for Clinical Text (C-REACT) dataset is a large publicly available corpus of sentences from clinical notes manually annotated for information related to race and ethnicity (RE). The corpus presented h…
patient country information race and ethnicity patient language information clinical notes
Published: Oct. 21, 2024. Version: 1.0.0 | DOI: 10.13026/z8tq-v658
Database Credentialed Federated
MedDec: Medical Decisions for Discharge Summaries in the MIMIC-III Database
Medical decisions directly impact individuals’ health and well-being. Extracting decision spans from clinical notes plays a crucial role in understanding medical decision-making processes. The MedDec dataset includes expert-annotated decisions…
medical decisions natural language processing span classification discharge summary mimic
Published: Oct. 16, 2024. Version: 1.0.0 | DOI: 10.13026/nqnw-7d62
Database Contributor Review Federated
A multimodal dental dataset facilitating machine learning research and clinic services
Oral diseases affect nearly 3.5 billion people, with the majority residing in low- and middle-income countries. Due to limited healthcare resources, many individuals are unable to access proper oral healthcare services. Image-based machine learning …
Published: Oct. 11, 2024. Version: 1.1.0 | DOI: 10.13026/h1tt-fc69
Database Credentialed Federated
MIMIC-IV
Retrospectively collected medical data has the opportunity to improve patient care through knowledge discovery and algorithm development. Broad reuse of medical data is desirable for the greatest public good, but data sharing must be done in a manne…
critical care intensive care unit mimic machine learning
Published: Oct. 11, 2024. Version: 3.1 | DOI: 10.13026/kpb9-mt58
Database Credentialed Federated
MIMIC-IV-Ext-BHC: Labeled Clinical Notes Dataset for Hospital Course Summarization
This dataset presents a curated collection of preprocessed and labeled clinical notes derived from the MIMIC-IV-Note database. The primary aim of this resource is to facilitate the development and training of machine learning models focused on summa…
machine learning brief hospital course clinical notes natural language processing text summarization
Published: Oct. 10, 2024. Version: 1.1.0 | DOI: 10.13026/41et-8342
Database Open Federated
VTaC: A Benchmark Dataset of Ventricular Tachycardia Alarms from ICU Monitors
False arrhythmia alarms are a persistent problem in intensive care units despite considerable effort from industrial and academic algorithm developers. Among the various arrhythmias, ventricular tachycardia (VT) is particularly challenging to detect…
machine learning icu false alarms benchmark dataset ventricular tachycardia arrhythmia
Published: Oct. 1, 2024. Version: 1.0 | DOI: 10.13026/8td2-g363
Database Credentialed Federated
Comprehensive Polysomnography (CPS) Dataset: A Resource for Sleep-Related Arousal Research
The CPS dataset, assembled at Klinikum Esslingen, Germany, encompasses 113 diagnostic polysomnographic sleep recordings. These recordings include up to 36 raw and 23 derived data channels, alongide 81 types of annotated events for each participant, …
sleep disorders polysomnography machine learning in healthcare sleep arousal diagnostics pulse wave analysis
Published: Sept. 18, 2024. Version: 1.0.0 | DOI: 10.13026/sxs0-h317