Resources
Challenge Credentialed Federated
CXR-LT: Multi-Label Long-Tailed Classification on Chest X-Rays
Many real-world problems, including diagnostic medical imaging exams, are “long-tailed” – there are a few common findings followed by more relatively rare conditions. In chest radiography, diagnosis is both a long-tailed and multi-…
Published: Sept. 28, 2023. Version: 1.1.0 | DOI: 10.13026/c4tr-kr83
Database Open Federated
Induced Cesarean EHG DataSet (ICEHG DS): An open dataset with electrohysterogram records of pregnancies ending in induced and cesarean section delivery
The surface electrohysterogram (EHG) has emerged as a promising diagnostic tool for non-invasive automated preterm birth prediction. The existing automated preterm birth prediction methods rely on the use of uterine EHG records coming from spontaneo…
neuroelectric pregnancy induced delivery electrohysterogram cesarean-section delivery
Published: Sept. 22, 2023. Version: 1.0.0 | DOI: 10.13026/rfts-nv79
Database Credentialed Federated
INSPIRE, a publicly available research dataset for perioperative medicine
We present the INSPIRE dataset, a publicly available research dataset in perioperative medicine, which includes approximately 130,000 cases (50% of the surgical cases) who underwent anesthesia for surgery at an academic institution in South Korea ov…
surgery perioperative medicine multi-center open dataset
Published: Sept. 19, 2023. Version: 0.1 | DOI: 10.13026/mw0m-9a42
Database Open Federated
BIG IDEAs Lab Glycemic Variability and Wearable Device Data
This study aimed to determine the feasibility and effectiveness of wearable devices in detecting early physiological changes prior to the development of prediabetes [1-3]. The study generated digital biomarkers for remote, mHealth-based prediabetes …
biomedical engineering pre-diabetes biomarkers
Published: Sept. 18, 2023. Version: 1.1.2 | DOI: 10.13026/zthx-5212
Database Credentialed Federated
Medical-Diff-VQA: A Large-Scale Medical Dataset for Difference Visual Question Answering on Chest X-Ray Images
The task of Difference Visual Question Answering involves answering questions about the difference between a pair of main and reference images. This process is consistent with the radiologist's diagnosis practice that compares the current image …
difference vqa chest x-ray visual question answering vqa difference visual question answering
Published: Sept. 15, 2023. Version: 1.0.0 | DOI: 10.13026/5jes-bx23
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