Resources
Database Credentialed Access
Bridge2AI-Voice: An ethically-sourced, diverse voice dataset linked to health information
Published: Nov. 27, 2024. Version: 1.0
Database Credentialed Federated
Bridge2AI-Voice Pediatric Dataset
The human voice contains complex acoustic markers which have been linked to important health conditions including dementia, mood disorders, and cancer. When viewed as a biomarker, voice is a promising characteristic to measure as it is simple to col…
voice health pediatric bridge2ai biomarkers
Published: May 1, 2026. Version: 1.1.0 | DOI: 10.13026/h995-bt35
Database Credentialed Federated
Bridge2AI-Voice Pediatric Dataset
The human voice contains complex acoustic markers which have been linked to important health conditions including dementia, mood disorders, and cancer. When viewed as a biomarker, voice is a promising characteristic to measure as it is simple to col…
voice bridge2ai
Published: Dec. 17, 2025. Version: 1.0.0 | DOI: 10.13026/y7mp-eh56
Database Credentialed Federated
Bridge2AI-Voice: An ethically-sourced, diverse voice dataset linked to health information
The human voice contains complex acoustic markers which have been linked to important health conditions including dementia, mood disorders, and cancer. When viewed as a biomarker, voice is a promising characteristic to measure as it is simple to col…
bridge2ai voice
Published: Aug. 18, 2025. Version: 2.0.1 | DOI: 10.13026/gzjs-0535
Database Credentialed Federated
Bridge2AI-Voice: An ethically-sourced, diverse voice dataset linked to health information
The human voice contains complex acoustic markers which have been linked to important health conditions including dementia, mood disorders, and cancer. When viewed as a biomarker, voice is a promising characteristic to measure as it is simple to col…
bridge2ai voice
Published: April 16, 2025. Version: 2.0.0 | DOI: 10.13026/3xt6-rf05
Database Restricted Federated
TAME Pain: Trustworthy AssessMEnt of Pain from Speech and Audio for the Empowerment of Patients
Precise pain assessment is essential for medical professionals to provide appropriate treatment. However, not every patient can verbalize their pain due to various reasons, such as speech disorders or language barriers. In these cases, medical pract…
speech audio pain cold pressor task
Published: Jan. 21, 2025. Version: 1.0.0 | DOI: 10.13026/20e2-1g10
Database Open Federated
Simultaneous physiological measurements with five devices at different cognitive and physical loads
This open database contains physiological measurements from 13 adult and healthy subjects during a standardized experimental setup. The physiology was examined with five different devices (NeXus-10 MKII, eMotion Faros 360°, SOMNOtouch NIBP,…
movement heart rate ecg photoplethysmogram temperature holter accelerometer noise multiparameter hrv respiration
Published: Jan. 18, 2023. Version: 1.0.2 | DOI: 10.13026/wce5-fj54
Database Open Federated
Simultaneous physiological measurements with five devices at different cognitive and physical loads
This open database contains physiological measurements from 13 adult and healthy subjects during a standardized experimental setup. The physiology was examined with five different devices (NeXus-10 MKII, eMotion Faros 360°, SOMNOtouch NIBP,…
photoplethysmogram multiparameter heart rate holter noise ecg temperature movement accelerometer hrv respiration
Published: July 20, 2022. Version: 1.0.1 | DOI: 10.13026/zhns-t386
Database Open Federated
EPHNOGRAM: A Simultaneous Electrocardiogram and Phonocardiogram Database
The electro-phono-cardiogram (EPHNOGRAM) project focused on the development of low-cost and low-power devices for recording simultaneous electrocardiogram (ECG) and phonocardiogram (ECG) data, with auxiliary channels for capturing environmental audi…
stress-test electrocardiogram phonocardiogram
Published: June 12, 2021. Version: 1.0.0 | DOI: 10.13026/tjtq-5911
Database Credentialed Federated
Eye Gaze Data for Chest X-rays
We created a rich multimodal dataset for the Chest X-Ray (CXR) domain. The data was collected using an eye tracking system while a radiologist interpreted and read 1,083 public CXR images. The dataset contains the following aligned modalities: image…
chest cxr audio convolutional network eye tracking radiology multimodal deep learning explainability machine learning heatmap chest x-ray
Published: Sept. 13, 2020. Version: 1.0.0 | DOI: 10.13026/qfdz-zr67