Resources
Database Open Federated
ScientISST MOVE: Annotated Wearable Multimodal Biosignals recorded during Everyday Life Activities in Naturalistic Environments
Existing datasets containing physiological data are mostly acquired at rest or in controlled scenarios. As a result, algorithms developed using such data may not perform as well as with biosignals acquired in dynamic and uncontrolled environments. S…
greet wearable multimodal lift uncontrolled environments run jump gesticulate walk
Published: March 26, 2024. Version: 1.0.1 | DOI: 10.13026/hyxq-r919
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
Challenge Credentialed Federated
Discharge Me: BioNLP ACL'24 Shared Task on Streamlining Discharge Documentation
"Discharge Me!", part of the BioNLP workshop co-located with ACL 2024, seeks to alleviate the significant burden on clinicians who dedicate substantial time to crafting detailed discharge notes in the EHR. Participants in the task will exp…
generation discharge summary bionlp acl
Published: March 5, 2024. Version: 1.2 | DOI: 10.13026/4a0k-4360
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
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
Database Credentialed Federated
RadCoref: Fine-tuning coreference resolution for different styles of clinical narratives
RadCoref is a small subset of MIMIC-CXR with manually annotated coreference mentions and clusters. The dataset is annotated by a panel of three cross-disciplinary experts with experience in clinical data processing following the i2b2 annotation sche…
natural language processing radiology coreference resolution
Published: Jan. 30, 2024. Version: 1.0.0 | DOI: 10.13026/z67q-xy65