Resources
Database Credentialed Access
Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project
Nicholas Kuo, Simon Finfer, Louisa Jorm, Sebastiano Barbieri
sepsis machine learning acute hypotension reinforcement learning synthetic dataset generative modelling wasserstein generative adversarial network
Published: Feb. 23, 2022. Version: 1.0.0
Database Credentialed Access
RuMedNLI: A Russian Natural Language Inference Dataset For The Clinical Domain
Pavel Blinov, Aleksandr Nesterov, Galina Zubkova, Arina Reshetnikova, Vladimir Kokh, Chaitanya Shivade
natural language inference recognizing textual entailment russian language
Published: April 1, 2022. Version: 1.0.0
Database 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 ppg accelerometer 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 Credentialed Access
Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project
Nicholas Kuo, Simon Finfer, Louisa Jorm, Sebastiano Barbieri
sepsis machine learning acute hypotension reinforcement learning synthetic dataset generative modelling wasserstein generative adversarial network
Published: Feb. 23, 2022. Version: 1.0.0
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 Credentialed Access
VinDr-CXR: An open dataset of chest X-rays with radiologist annotations
Ha Quy Nguyen, Hieu Huy Pham, le tuan linh, Minh Dao, lam khanh
computer vision lesion detection disease classification chest x-ray interpretation deep learning
Published: June 22, 2021. Version: 1.0.0
Database Open Access
A Pressure Map Dataset for In-bed Posture Classification
Published: Sept. 28, 2017. Version: 1.0.0
Challenge Credentialed Access
MIT Critical Datathon 2023: a MIMIC-IV Derived Dataset for Pulse Oximetry Correction Models
João Matos, Tristan Struja, David S Restrepo, Luis Filipe Nakayama, Jack Gallifant, Luca Weishaupt, Nikita Mullangi, Maria Loureiro, Skyler Shapiro, Adrien Carrel, Leo Anthony Celi
machine learning pulse oximetry health equity
Published: May 8, 2023. Version: 1.0.0
Software Credentialed Access
Code for generating the HAIM multimodal dataset of MIMIC-IV clinical data and x-rays
Luis R Soenksen, Yu Ma, Cynthia Zeng, Leonard David Jean Boussioux, Kimberly Villalobos Carballo, Liangyuan Na, Holly Wiberg, Michael Li, Ignacio Fuentes, Dimitris Bertsimas
Published: Aug. 23, 2022. Version: 1.0.1