Resources
Database Open 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 the …
Published: Sept. 15, 2023. Version: 1.0 | DOI: 10.13026/4nqg-sb35
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…
chest x-ray segmentation medical image segmentation automatic quality assesment
Published: Sept. 6, 2023. Version: 0.2 | DOI: 10.13026/fkmr-dz62
Database Restricted 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: Sept. 6, 2023. Version: 1.0.0 | DOI: 10.13026/s5z3-2766
Database Open Federated
Integration of Electroencephalogram and Eye-Gaze Datasets for Performance Evaluation in Fundamentals of Laparoscopic Surgery (FLS) Tasks
Laparoscopic surgery represents a significant advancement in healthcare, aiming to enhance patient outcomes. However, evaluating performance in laparoscopic surgery tasks can be challenging due to subjective assessments. To address this, this study …
Published: Aug. 23, 2023. Version: 1.0.0 | DOI: 10.13026/kyjw-p786
Database Credentialed Federated
ReFiSco: Report Fix and Score Dataset for Radiology Report Generation
Automated generation of clinically accurate radiology reports can improve patient care. In order to improve automatic report generation, it is helpful to understand what types of errors are common in generated reports. Thus, we introduce the Report …
Published: Aug. 23, 2023. Version: 1.0 | DOI: 10.13026/cneg-zk64
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