Resources


Database Open Access

A Multi-Night Instantaneous Heart Rate and Accelerometry Dataset with EEG Sleep Stage Labels

Tzu-An Song, Yubo Zhang, Ziyuan Zhou, et al.

This dataset contains multi-night recordings of instantaneous heart rate (IHR) and 3-axis accelerometry from the Apple Watch, paired with EEG-based sleep stage labels from the Dreem 2 headband.

sleep staging wearable devices apple watch accelerometry instantaneous heart rate

Published: Sept. 25, 2026. Version: 1.0.1

Database Credentialed Access

MIMIC-IV-Ext-EntityCoding: Clinical Named Entity Recognition and Assertion Classification Dataset for ICD Coding

James C Douglas, Yidong Gan, Ben Hachey, et al.

Clinical Named Entity Recognition and Assertion Classification annotations for 400 MIMIC-IV discharge summaries, designed to support ICD-10-CM/PCS coding research.

clinical nlp clinical annotation named entity recognition discharge summary clinical coding assertion classification

Published: Sept. 23, 2026. Version: 1.0.0

Database Restricted Access

JSMF ACCESS intraoperative derived EEG data set

Paul Garcia, Sebastian Zinn, Jamie Sleigh

Processed intraoperative frontal EEG data from 646 surgical patients under general anaesthesia. The dataset includes derived EEG measures for studying anaesthetic brain states, emergence trajectories, and postoperative delirium screening.

anesthesia eeg delirium surgery burstsupression

Published: Sept. 21, 2026. Version: 1.0.0

Database Restricted Access

InReDD-Dataset-PAN924-Ext-BoneLoss-769

Thiago Alves Vieira de Matos, João Donato Bauman, Maria Julia Ramos, et al.

769 panoramic dental radiographs from InReDD-Dataset-PAN924 with 21,064 COCO polygon annotations for periodontal bone-loss assessment: tooth crowns plus alveolar ridge, maxillary and mandibular reference lines.

computer-aided diagnosis medical imaging alveolar ridge dentistry tooth segmentation maxilla coco format crown segmentation periodontitis panoramic radiograph mandible deep learning instance segmentation dental radiograph periodontal bone loss oral health

Published: Sept. 17, 2026. Version: 1.0.0

Database Open Access

Sex differences in age-related hearing loss

SUNGHEE KIM

The purpose of this study was to obtain sex- and age-specific reference level for hearing threshold of normal aging in Korean and to determine if the rate of change in pure-tone hearing thresholds differed by sex.

Published: Sept. 16, 2026. Version: 1.0.0

Database Credentialed Access

EHR-ReasonCon: Reasoning-Intensive Consistency Verification Between Clinical Notes and Structured Tables in Electronic Health Records

Yeonsu Kwon, Jiho Kim, JunSeong Choi, et al.

Reasoning-Intensive Consistency Verification Between Clinical Notes and Structured Tables in Electronic Health Records

Published: Sept. 15, 2026. Version: 1.0.0

Database Open Access

VTaC: A Benchmark Dataset of Ventricular Tachycardia Alarms from ICU Monitors

Li-wei Lehman, Benjamin Moody, Lucas McCullum, et al.

VTaC is an annotated ventricular tachycardia (VT) arrhythmia alarm database containing over 5,000 waveform recordings with VT alarms from ICU monitors, with each alarm labeled as either true or false by at least two human expert annotators.

arrhythmia ventricular tachycardia icu false alarms benchmark dataset machine learning

Published: Sept. 14, 2026. Version: 1.1

Visualize waveforms

Database Credentialed Access

MIMIC-III-Ext-MIMIC-Patient: Structured Per-Patient JSON Records for Clinical Question Answering

Tianqi Shang, Weiqing He, Charles Zheng, et al.

MIMIC-Patient is a patient-level dataset derived from MIMIC-III, providing structured JSON representations of hospital admissions that integrate diagnoses, labs, procedures, and clinical notes to support interactive medical decision-making research.

Published: Sept. 11, 2026. Version: 1.0.0

Database Open Access

CheXmask-U: Uncertainty Estimation for Landmark-Based Anatomical Segmentation Masks in Chest X-ray Images

Matias Cosarinsky, Nicolas Gaggion, Enzo Ferrante

CheXmask-U provides anatomical segmentation masks of chest X-rays derived from landmarks with node-wise uncertainty estimates, enabling landmark-level and image-level analysis for uncertainty-aware research and robustness evaluation.

uncertainty-aware landmark segmentation

Published: Sept. 2, 2026. Version: 1.0.0

Database Credentialed Access

MIMIC-III-Ext-SBDH: An annotated social and behavioral determinants of health dataset

Zifan Gu, Lesi He, Donghan Yang

An annotated social and behavioral determinants of health dataset derived from clinical notes in the MIMIC-III database.

Published: Sept. 1, 2026. Version: 1.0.0