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A multimodal dental dataset facilitating machine learning research and clinic services
Wenjing Liu, Yunyou Huang, Suqin Tang
A new dental dataset that contains 169 patients, three commonly used dental image models, and images of various health conditions of the oral cavity.
Published: Oct. 11, 2024.
Version: 1.1.0
Database
Open Access
bigP3BCI: An Open, Diverse and Machine Learning Ready P300-based Brain-Computer Interface Dataset
Boyla Mainsah, Chance Fleeting, Thomas Balmat, et al.
A collection of data from P300-based brain-computer interface studies.
brain-computer interface
ieee p2731 working group standard
amyotrophic lateral sclerosis
p300 speller
p300 event related potential
oddball paradigm
error-related potential
electroencephalography
Published: May 19, 2025.
Version: 1.0.0
Database
Open Access
VitalDB, a high-fidelity multi-parameter vital signs database in surgical patients
Hyung-Chul Lee, Chul-Woo Jung
VitalDB, a high-fidelity multi-parameter vital signs database in surgical patients
waveform
anesthesia
intraoperative
biosignal
vitaldb
ecg
Published: Sept. 21, 2022.
Version: 1.0.0
Database
Open Access
HeartCycle: A comprehensive dataset of synchronized impedance cardiography and echocardiography for accurate hemodynamic predictions
Eduardo Illueca Fernandez, Ricardo Couceiro, Farhad Abtahi, et al.
Impedance cardiography dataset (ICG) which combines the ICG signals and other methodologies with the golden standard echocardiographys (ECG). Researchers can use this dataset to compare the ICG points with the real hemodynamic events.
echocardiography
cardiovascular physiology
electrophysiological study
impedance cardiography
machine learning
Published: Nov. 2, 2025.
Version: 1.0.0
Database
Credentialed Access
MIMIC-IV-Ext-BHC: Labeled Clinical Notes Dataset for Hospital Course Summarization
Asad Aali, Dave Van Veen, Yamin Arefeen, et al.
This dataset presents a collection of preprocessed and labeled clinical notes derived from "MIMIC-IV-Note", and aims to facilitate the development of ML models focused on summarizing brief hospital courses (BHC) from clinical notes.
natural language processing
clinical notes
brief hospital course
text summarization
machine learning
Published: Feb. 3, 2025.
Version: 1.2.0
Database
Credentialed Access
MIMIC-III and eICU-CRD: Feature Representation by FIDDLE Preprocessing
Shengpu Tang, Parmida Davarmanesh, Yanmeng Song, et al.
Features and labels from MIMIC-III and eICU-CRD produced by FIDDLE, an EHR preprocessing pipeline.
preprocessing
electronic health record
machine learning
Published: April 28, 2021.
Version: 1.0.0
Database
Restricted Access
TN-Mammo: A Multi-view Mammography Dataset for Breast Density Classification
Binh Nguyen, Cat Le, Loc Vu, et al.
We release the first version of TN-Mammo (June 2024), a mammogram dataset of 676 cases with breast density labels, providing high-quality data to support machine learning and early breast cancer detection.
Published: Oct. 4, 2025.
Version: 1.0.0
Database
Credentialed Access
MIMIC-III-Ext-tPatchGNN
Chenlong Yin, Weijia Zhang
The processed MIMIC-III dataset for the benchmark of Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach.
Published: April 9, 2025.
Version: 1.0.0
Database
Credentialed Access
SCRIPT X2B8 Dataset: per-day clinical features to model successful next-day extubation
Sam Fenske, Alec Peltekian, Mengjia Kang, et al.
This dataset contains electronic health record (EHR) data from ICU patients receiving mechanical ventilation, aggregated on a daily basis, along with annotations of intubation, extubation, tracheostomy days, and cases of failed extubation. Data can b
Published: Jan. 28, 2025.
Version: 1.0.0
Database
Open Access
A large scale 12-lead electrocardiogram database for arrhythmia study
Jianwei Zheng, Hangyuan Guo, Huimin Chu
A 12-lead electrocardiogram database for arrhythmia research covering more than 10,000 patients
Published: Aug. 24, 2022.
Version: 1.0.0
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Maintained by the MIT Laboratory for Computational Physiology
Supported by the National Institute of Biomedical Imaging and Bioengineering (NIBIB), National Heart Lung and Blood Institute (NHLBI), and NIH Office of the Director under NIH grant numbers U24EB037545 and R01EB030362
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