Resources
500 resources
Database
Credentialed Access
Bridge2AI-Voice Pediatric Dataset
A dataset of questionnaire responses, spectrograms, and other information for pediatric participants collected for the Bridge2AI voice as a biomarker of health project.
Database
Credentialed Access
Bridge2AI-Voice: An ethically-sourced, diverse voice dataset linked to health information
A dataset of features from voice recordings and metadata to enable the development, benchmarking, and validation of clinically applicable machine-learning models for diagnosing a wide range of health conditions.
Database
Open Access
Auricle: A Multimodal Wearable Sensing Dataset for Cardiovascular and Hemodynamic Assessment
Auricle is a dataset comprising synchronous noninvasive cardiovascular signals collected from 42 healthy subjects and 28 people with lived experience of heart failure.
Database
Open Access
MAMA-MIAAI - Here We Go Again: An Extended Breast MRI Dataset with Bias Field Correction and Automated Breast Tissue Segmentation for Radiomics and AI Research
This publicly available, multi-centre dynamic contrast-enhanced (DCE) breast MRI dataset provides harmonised preprocessing, including N4 bias-field correction and whole-breast segmentation, alongside the original images.
Database
Open Access
QoL_Stress: A Multimodal Dataset of Physiological and Self-Reported Stress Responses
A multimodal dataset containing ECG, EDA, heart rate, and self-reported stress/anxiety measures from 66 participants during relaxation and stress phases, designed for stress detection research.
Software
Open Access
augsig: A Python Package for Physiological Signal Augmentation
The augsig package augments physiological signals such as PPG and ECG. It provides noise injection, time warping, amplitude modulation and drift, burst artifacts, low-frequency noise, sinusoidal interference, temporal flip, and amplitude inversion.
Database
Credentialed Access
MIMIC-IV-Ext-ECG-Glucose: Temporally Aligned 12-Lead ECG and Laboratory Blood Glucose Pairs with Quality and Pharmacological Annotations
437,671 laboratory blood glucose–12-lead ECG pairs from 131,771 MIMIC-IV patients (ED, inpatient and ICU), with insulin/dextrose exposure flags, ECG signal quality, temporal alignment tiers and a patient-level split.
Challenge
Credentialed Access
ArchEHR-QA: A Dataset for Addressing Patient's Information Needs related to Clinical Course of Hospitalization
A dataset for grounded question answering (QA) from electronic health records (EHRs).
Database
Credentialed Access
MIMIC-Ext-SynNotes: Large-Scale Synthetic Clinical Notes via Rephrasing MIMIC-III/IV with LLMs
Large-scale synthetic clinical notes, produced by rephrasing all MIMIC-III and MIMIC-IV with open-weight LLMs to support clinical language model development.
Database
Open Access
Supportive Periodontal Therapy Clinical Examination Data
Longitudinal clinical data from 883 patients over 11,842 supportive periodontal therapy visits, Bern, Switzerland, 1985-2011, with the residual probing depth algorithm that computes the interval to the next visit.
clinical decision support
patient compliance
recall interval
retrospective cohort
dental hygiene
prediction algorithm
smoking
periodontal maintenance
switzerland
periodontology
bleeding on probing
supportive periodontal therapy
probing depth
periodontitis
oral health
tooth loss
longitudinal study
electronic health records