Resources
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 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 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
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
Database Credentialed Federated
Radiology Report Expert Evaluation (ReXVal) Dataset
The Radiology Report Expert Evaluation (ReXVal) Dataset is a publicly available dataset of radiologist evaluations of errors in automatically generated radiology reports. The dataset contains annotations from 6 board certified radiologists on clinic…
Published: June 20, 2023. Version: 1.0.0 | DOI: 10.13026/2fp8-qr71
Database Credentialed Federated
MIMICEL: MIMIC-IV Event Log for Emergency Department
In this work, we extract an event log from the MIMIC-IV-ED dataset by adopting a well-established event log generation methodology, and we name this event log MIMICEL. The data tables in the MIMIC-IV-ED dataset relate to each other based on the exis…
Published: June 16, 2023. Version: 2.1.0 | DOI: 10.13026/c9yj-1t90