Resources
Database Open Access
PTB-XL, a large publicly available electrocardiography dataset
Patrick Wagner, Nils Strodthoff, Ralf-Dieter Bousseljot, Wojciech Samek, Tobias Schaeffter
electrocardiography ptb-xl ptb ecg
Published: Nov. 9, 2022. Version: 1.0.3
Visualize waveformsDatabase Credentialed Access
BRAX, a Brazilian labeled chest X-ray dataset
Eduardo Pontes Reis, Joselisa Paiva, Maria Carolina Bueno da Silva, Guilherme Alberto Sousa Ribeiro, Victor Fornasiero Paiva, Lucas Bulgarelli, Henrique Lee, Paulo Victor dos Santos, vanessa brito, Lucas Amaral, Gabriel Beraldo, Jorge Nebhan Haidar Filho, Gustavo Teles, Gilberto Szarf, Tom Pollard, Alistair Johnson, Leo Anthony Celi, Edson Amaro
chest x-ray artificial intelligence dataset
Published: June 17, 2022. Version: 1.1.0
Database Open Access
Continuous Cuffless Monitoring of Arterial Blood Pressure via Graphene Bioimpedance Tattoos
Bassem Ibrahim, Dmitry Kireev, Kaan Sel, Neelotpala Kumar, Ali Akbari, Roozbeh Jafari, deji akinwande
blood pressure ppg graphene bioimpedance
Published: June 4, 2022. Version: 1.0.0
Database Credentialed Access
FFA-IR: Towards an Explainable and Reliable Medical Report Generation Benchmark
Mingjie Li, Wenjia Cai, Rui Liu, Yuetian Weng, Xiaoyun Zhao, Cong Wang, Xin Chen, Zhong Liu, Caineng Pan, Mengke Li, Yingfeng Zheng, Yizhi Liu, Flora Salim, Karin Verspoor, Xiaodan Liang, Xiaojun Chang
fundus fluorescein angiography explainable and reliable evaluation vision and language medical report generation
Published: Sept. 21, 2021. Version: 1.0.0
Database Credentialed Access
Paediatric Intensive Care database
Haomin Li, Xian Zeng, Gang Yu
intensive care pediatrics critical care natural language processing
Published: Nov. 12, 2020. Version: 1.1.0
Database Credentialed Access
MIMIC-III - SequenceExamples for TensorFlow modeling
Jonas Kemp, Kun Zhang, Andrew Dai
tensorflow sequence modeling machine learning deep learning
Published: Sept. 29, 2020. Version: 1.0.0
Software Open Access
Random Search Toolbox
A major issue with many signal processing and machine learning algorithms is the lack of optimisation methods for determining the numerous hyper-parameters associated with the model as well as the knowledge of which hyper-parameters are relevant. Th…
Published: Nov. 4, 2014. Version: 1.0.0
Database Contributor Review
Salzburg Intensive Care database (SICdb), a freely accessible intensive care database
Niklas Rodemund, Andreas Kokoefer, Bernhard Wernly, Crispiana Cozowicz
intensive care clinical open data critical care machine learning
Published: June 12, 2023. Version: 1.0.6
Database 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 rehabilitation deep learning
Published: Nov. 1, 2021. Version: 1.0.0
Database Open Access
Wide-field calcium imaging sleep state database
Eric Landsness, Xiaohui Zhang, Wei Chen, Hanyang Miao, Michelle Tang, Lindsey Brier, Mark Anastasio, Jin-Moo Lee, Joseph Culver
sleep machine learning wide-field calcium imaging sleep state classification sleep staging
Published: March 17, 2022. Version: 1.0.1