Resources
Database Open Access
SHDB-AF: a Japanese Holter ECG database of atrial fibrillation
Kenta Tsutsui, Shany Biton Brimer, Joachim Behar
atrial fibrillation ecg holters
Published: Aug. 12, 2024. Version: 1.0.0
Visualize waveformsDatabase Credentialed Access
Chest X-ray Dataset with Lung Segmentation
Wimukthi Indeewara, Mahela Hennayake, Kasun Rathnayake, Thanuja Ambegoda, Dulani Meedeniya
segmentation medical reports u-net chest radiographs mimic-cxr chest x-ray
Published: Feb. 8, 2023. 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 Credentialed Access
RadGraph: Extracting Clinical Entities and Relations from Radiology Reports
Saahil Jain, Ashwin Agrawal, Adriel Saporta, Steven QH Truong, Du Nguyen Duong, Tan Bui, Pierre Chambon, Matthew Lungren, Andrew Ng, Curtis Langlotz, Pranav Rajpurkar
entity and relation extraction graph multi-modal natural language processing radiology
Published: June 3, 2021. Version: 1.0.0
Database Restricted Access
Smartphone-Captured Chest X-Ray Photographs
Po-Chih Kuo, ChengChe Tsai, Diego M Lopez, Alexandros Karargyris, Tom Pollard, Alistair Johnson, Leo Anthony Celi
Published: Sept. 27, 2020. 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 wide-field calcium imaging sleep state classification sleep staging machine learning
Published: March 17, 2022. Version: 1.0.1
Database Credentialed Access
MIMIC-III - SequenceExamples for TensorFlow modeling
Jonas Kemp, Kun Zhang, Andrew Dai
tensorflow sequence modeling deep learning machine learning
Published: Sept. 29, 2020. Version: 1.0.0
Database Credentialed Access
MedNLI - A Natural Language Inference Dataset For The Clinical Domain
Chaitanya Shivade
natural language inference recognizing textual entailment
Published: Oct. 1, 2019. Version: 1.0.0
Database Credentialed Access
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images
Seongsu Bae, Daeun Kyung, Jaehee Ryu, Eunbyeol Cho, Gyubok Lee, Sunjun Kweon, Jungwoo Oh, Lei JI, Eric Chang, Tackeun Kim, Edward Choi
question answering benchmark evaluation multi-modal question answering deep learning ehr question answering semantic parsing chest x-ray electronic health records machine learning visual question answering
Published: July 23, 2024. Version: 1.0.0
Database Credentialed Access
MIMIC-Ext-MIMIC-CXR-VQA: A Complex, Diverse, And Large-Scale Visual Question Answering Dataset for Chest X-ray Images
Seongsu Bae, Daeun Kyung, Jaehee Ryu, Eunbyeol Cho, Gyubok Lee, Sunjun Kweon, Jungwoo Oh, Lei JI, Eric Chang, Tackeun Kim, Edward Choi
question answering benchmark radiology evaluation deep learning chest x-ray electronic health records machine learning multimodal visual question answering
Published: July 19, 2024. Version: 1.0.0