Resources
Database Credentialed Access
Chest ImaGenome Dataset
Joy Wu, Nkechinyere Agu, Ismini Lourentzou, Arjun Sharma, Joseph Paguio, Jasper Seth Yao, Edward Christopher Dee, William Mitchell, Satyananda Kashyap, Andrea Giovannini, Leo Anthony Celi, Tanveer Syeda-Mahmood, Mehdi Moradi
multimodal radiology machine learning chest x-ray scene graph visual question answering visual dialogue object detection disease progression semantic reasoning bounding box relation extraction knowledge graph cxr explainability reasoning chest deep learning
Published: July 13, 2021. Version: 1.0.0
Database Open Access
The CirCor DigiScope Phonocardiogram Dataset
Jorge Oliveira, Francesco Renna, Paulo Costa, Marcelo Nogueira, Ana Cristina Oliveira, Andoni Elola, Carlos Ferreira, Alipio Jorge, Ali Bahrami Rad, Matthew Reyna, Reza Sameni, Gari Clifford, Miguel Coimbra
signal processing murmur pitch george b moody physionet challenge 2022 murmur grading murmur location murmur timing phonocardiogram pregnant murmur shape pediatric murmur detection murmur intensity murmur quality
Published: May 10, 2022. Version: 1.0.3
Visualize waveformsDatabase Open Access
Pulse Transit Time PPG Dataset
Philip Mehrgardt, Matloob Khushi, Simon Poon, Anusha Withana
blood pressure finger attachment pressure ptt imu spo2 gyroscope attachment force pulse transit time accelerometer ppg ecg
Published: March 18, 2022. Version: 1.1.0
Visualize waveformsDatabase Open Access
Eye Tracking Dataset for the 12-Lead Electrocardiogram Interpretation of Medical Practitioners and Students
Mohammed Tahri Sqalli, Dena Al-Thani, Mohamed Elshazly, Mohammed Al-Hijji
human vision medical students ecg interpretation medical image interpretation medical practice medical education human-computer interaction eye-tracking medical practitioners visual expertise electrocardiogram ecg
Published: March 16, 2022. Version: 1.0.0
Database Open Access
NInFEA: Non-Invasive Multimodal Foetal ECG-Doppler Dataset for Antenatal Cardiology Research
Danilo Pani, Eleonora Sulas, Monica Urru, Reza Sameni, Luigi Raffo, Roberto Tumbarello
foetus pwd doppler foetal ecg maternal ecg pwd envelope non-invasive cardiology early pregnancy antenatal fecg ecg
Published: Nov. 12, 2020. Version: 1.0.0
Visualize waveformsDatabase Open Access
A multi-camera and multimodal dataset for posture and gait analysis
Manuel Palermo, João Mendes Lopes, João André, Joao Cerqueira, Cristina Santos
computer vision inertial motion capture smart walker human pose estimation gait and posture analysis depth deep learning rehabilitation
Published: Nov. 1, 2021. Version: 1.0.0
Database Credentialed Access
Eye Gaze Data for Chest X-rays
Alexandros Karargyris, Satyananda Kashyap, Ismini Lourentzou, Joy Wu, Matthew Tong, Arjun Sharma, Shafiq Abedin, David Beymer, Vandana Mukherjee, Elizabeth Krupinski, Mehdi Moradi
audio convolutional network heatmap multimodal radiology eye tracking machine learning chest x-ray cxr explainability chest deep learning
Published: Sept. 12, 2020. Version: 1.0.0
Database Contributor Review
HiRID, a high time-resolution ICU dataset
Martin Faltys, Marc Zimmermann, Xinrui Lyu, Matthias Hüser, Stephanie Hyland, Gunnar Rätsch, Tobias Merz
intensive care icu clinical critical care high resolution machine learning
Published: Feb. 18, 2021. Version: 1.1.1
Database Open Access
Simultaneous physiological measurements with five devices at different cognitive and physical loads
Marcus Vollmer, Dominic Bläsing, Julian Elias Reiser, Maria Nisser, Anja Buder
respiration multiparameter temperature hrv holter movement photoplethysmogram noise accelerometer heart rate ecg
Published: June 16, 2020. Version: 1.0.0
Visualize waveformsDatabase Restricted Access
REFLACX: Reports and eye-tracking data for localization of abnormalities in chest x-rays
Ricardo Bigolin Lanfredi, Mingyuan Zhang, William Auffermann, Jessica Chan, Phuong-Anh Duong, Vivek Srikumar, Trafton Drew, Joyce Schroeder, Tolga Tasdizen
computer vision chest x-rays radiology eye tracking radiology report machine learning reflacx fixations gaze deep learning
Published: Sept. 27, 2021. Version: 1.0.0