Resources
Database Open Federated
Heart and lung segmentations for MIMIC-CXR/MIMIC-CXR-JPG and Montgomery County TB databases
Segmenting the heart and lungs from chest X-ray images is essential for accurate disease diagnosis, enabling the calculation of image-derived digital biomarkers for cardiopulmonary health assessment. Furthermore, creation of annotated data sets can …
heart and lungs montgomery country tb segmentation mimic-cxr
Published: Aug. 14, 2023. Version: 1.0.0 | DOI: 10.13026/0k35-mb65
Database Restricted Federated
Organ Retrieval and Collection of Health Information for Donation (ORCHID)
There are well-documented inefficiencies and inequities in the current system of deceased donor organ transplantation. While much prior research has focused on designing better allocation systems to distribute donated organs, more can be done to stu…
organ transplantation organ procurement organizations
Published: July 25, 2023. Version: 1.0.0 | DOI: 10.13026/eytj-4f29
Database Contributor Review Federated
Electroencephalogram dynamics during unconsciousness mediated by GABAergic-anesthetics
This dataset of electroencephalogram (EEG) activity was collected from subjects undergoing general anesthesia using GABAergic agents. The typical EEG of subjects during unconsciousness mediated by GABAergic anesthetics shows slow-delta oscillations …
Published: July 21, 2023. Version: 1.0.0 | DOI: 10.13026/dx44-kw30
Database Credentialed Federated
MIMIC-IV-ECHO: Echocardiogram Matched Subset
The MIMIC-IV-ECHO module contains more than 500,000 echocardiograms across 7,243 studies from 4,579 distinct patients. A given study consists of numerous sequences of images, with each sequence representing a particular view of the patient's hea…
Published: July 21, 2023. Version: 0.1 | DOI: 10.13026/ef48-v217
Database Credentialed Federated
MIMIC-IV-ECG - Diagnostic Electrocardiogram Matched Subset
The MIMIC-IV-ECG module contains approximately 800,000 diagnostic electrocardiograms across nearly 160,000 unique patients. These diagnostic ECGs use 12 leads and are 10 seconds in length. They are sampled at 500 Hz. This subset contains all of…
Published: July 21, 2023. Version: 0.3 | DOI: 10.13026/dp3j-2c96
Database Open Federated
Electroencephalogram and eye-gaze datasets for robot-assisted surgery performance evaluation
Surgical training and patient safety depend on objective and accurate performance evaluation. Robot-assisted surgery (RAS) is newer and its training less well defined, but resources are not easily accessed to support data collection from participant…
Published: July 14, 2023. Version: 1.0.0 | DOI: 10.13026/qj5m-n649
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…
invasive fungal infections nlp information extraction clinical documentation
Published: July 12, 2023. Version: 1.0.0 | DOI: 10.13026/fmj9-p237
Database Credentialed Federated
Annotated MIMIC-IV discharge summaries for a study on deidentification of names
We introduce a dataset of people’s names and clinical note templates to support research on the demographic bias of de-identification systems. The dataset contains 16 name sets that vary along four demographic dimensions: gender, race, name po…
fairness deidentification
Published: July 5, 2023. Version: 1.0 | DOI: 10.13026/63ab-qf77
Database Open Federated
PTB-XL+, a comprehensive electrocardiographic feature dataset
The PTB-XL+ dataset is a comprehensive feature dataset that supplements the PTB-XL ECG dataset. It includes ECG features extracted via two commercial and one open-source algorithm in a harmonized format as well as median beats or, where applicable, …
ecg electrocardiography ptb-xl ptb
Published: June 27, 2023. Version: 1.0.1 | DOI: 10.13026/g6h6-7g88
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 six public databases: CANDID-PTX, ChestX-ray8, Chexpert, MIMIC-CXR-JPG, Padchest and VinDr-CXR. The database aggregates 676,803 ana…
medical image segmentation automatic quality assesment chest x-ray segmentation
Published: June 27, 2023. Version: 0.1 | DOI: 10.13026/dx54-8351