Resources
Database Open Federated
Respiratory and heart rate monitoring dataset from aeration study
A study was conducted to collect respiratory pressure and flow data for model-based assessment, alongside electrical impedance tomography (EIT) aeration, electrocardiogram (ECG), and heart-rate belt (HRB) data. A 20 subjects set was selected with no…
Published: March 20, 2024. Version: 1.0.0 | DOI: 10.13026/e4dt-f689
Database Restricted Federated
CheXchoNet: A Chest Radiograph Dataset with Gold Standard Echocardiography Labels
Existing chest radiograph datasets, such as CheXpert and ChestX-ray14, have driven the development of new machine learning approaches to achieve expert or near-expert level performance on a variety of tasks. The primary focus of models developed usi…
early detection heart failure cardiac structural abnormalties deep learning chest x-rays
Published: March 20, 2024. Version: 1.0.0 | DOI: 10.13026/kp08-ws25
Database Credentialed Federated
MIMIC-CXR-JPG - chest radiographs with structured labels
The MIMIC Chest X-ray JPG (MIMIC-CXR-JPG) Database v2.0.0 is a large publicly available dataset of chest radiographs in JPG format with structured labels derived from free-text radiology reports. The MIMIC-CXR-JPG dataset is wholly derived from MIMI…
computer vision chest x-ray mimic deep learning radiology
Published: March 12, 2024. Version: 2.1.0 | DOI: 10.13026/jsn5-t979
Database Open Federated
CheXmask Database: a large-scale dataset of anatomical segmentation masks for chest x-ray images
The CheXmask Database presents a comprehensive, uniformly annotated collection of chest radiographs, constructed from five public databases: ChestX-ray8, Chexpert, MIMIC-CXR-JPG, Padchest and VinDr-CXR. The database aggregates 657,566 anatomical seg…
chest x-ray segmentation medical image segmentation automatic quality assesment
Published: March 1, 2024. Version: 0.4 | DOI: 10.13026/pgag-by42
Database Restricted Federated
OpenOximetry Repository
The OpenOximetry Repository is a structured database designed to store clinical and laboratory pulse oximetry data and allows for consolidation of data sets held by collaborating organizations. Matched or independent readings of oxygen saturations, …
Published: Feb. 27, 2024. Version: 1.0.0 | DOI: 10.13026/cc78-ad74
Database Credentialed Federated
EchoNotes Structured Database derived from MIMIC-III (ECHO-NOTE2NUM)
The EchoNotes Structured Database derived from MIMIC-III (ECHO-NOTE2NUM) is a structured echocardiogram database derived from 43,472 observational notes obtained during echocardiogram studies conducted in the intensive care unit at the Beth Israel D…
Published: Feb. 24, 2024. Version: 1.0.0 | DOI: 10.13026/xhrz-ht59
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…
fhir electronic health record mimic-iv
Published: Feb. 20, 2024. Version: 1.0 | DOI: 10.13026/cqt2-0b27
Database Credentialed Federated
CHIFIR: Cytology and Histopathology Invasive Fungal Infection Reports
Surveillance of invasive fungal infection (IFI) in clinical settings is a laborious process requiring a detailed review of patient medical history. One of the key sources of clinical information is cytology and histopathology reports: pathologist-pr…
information extraction nlp clinical documentation invasive fungal infections
Published: Feb. 20, 2024. Version: 1.0.2 | DOI: 10.13026/m1rk-ns13
Database Credentialed Federated
CORAL: expert-Curated medical Oncology Reports to Advance Language model inference
Both medical care and observational studies in oncology require a thorough understanding of a patient's disease progression and treatment history, often elaborately documented within clinical notes. As large language models (LLMs) are becoming m…
oncology natural language processing information extraction artificial intelligence large language models electronic health records
Published: Feb. 7, 2024. Version: 1.0 | DOI: 10.13026/v69y-xa45
Database Open Federated
A Multi-Modal Satellite Imagery Dataset for Public Health Analysis in Colombia
We introduce a cost-effective public health analysis solution for low- and middle-income countries—the Multi-Modal Satellite Imagery Dataset in Colombia. By leveraging high-quality, spatiotemporally aligned satellite images and corresponding m…
satellite imagery multimodality
Published: Jan. 30, 2024. Version: 1.0.0 | DOI: 10.13026/xr5s-xe24