Resources
Database Credentialed Access
MIMIC-IV-Ext Clinical Decision Making: A MIMIC-IV Derived Dataset for Evaluation of Large Language Models on the Task of Clinical Decision Making for Abdominal Pathologies
Paul Hager, Friederike Jungmann, Daniel Rueckert
clinical decision making emergency room diagnosis abdominal pathologies large language models treatment plan
Published: May 17, 2024. Version: 1.0
Database Restricted Access
DREAMT: Dataset for Real-time sleep stage EstimAtion using Multisensor wearable Technology
Ke Wang, Jiamu Yang, Ayush Shetty, Jessilyn Dunn
wearable biomedical sleep disorders time series classification
Published: April 30, 2024. Version: 1.0.0
Database Credentialed Access
Medical Expert Annotations of Unsupported Facts in Doctor-Written and LLM-Generated Patient Summaries
Stefan Hegselmann, Shannon Shen, Florian Gierse, Monica Agrawal, David Sontag, Xiaoyi Jiang
Published: April 28, 2024. Version: 1.0.0
Database Contributor Review
CARMEN-I: A resource of anonymized electronic health records in Spanish and Catalan for training and testing NLP tools
Eulalia Farre Maduell, Salvador Lima-Lopez, Santiago Andres Frid, Artur Conesa, Elisa Asensio, Antonio Lopez-Rueda, Helena Arino, Elena Calvo, Maria Jesús Bertran, Maria Angeles Marcos, Montserrat Nofre Maiz, Laura Tañá Velasco, Antonia Marti, Ricardo Farreres, Xavier Pastor, Xavier Borrat Frigola, Martin Krallinger
de-identification clinical ner anonymization
Published: April 20, 2024. Version: 1.0.1
Database Credentialed Access
EHRNoteQA: A Patient-Specific Question Answering Benchmark for Evaluating Large Language Models in Clinical Settings
Sunjun Kweon, Jiyoun Kim, Heeyoung Kwak, Dongchul Cha, Hangyul Yoon, Kwang Hyun Kim, Seunghyun Won, Edward Choi
Published: April 3, 2024. Version: 1.0.0
Database Credentialed Access
RaDialog Instruct Dataset
Chantal Pellegrini, Ege Özsoy, Benjamin Busam, Nassir Navab, Matthias Keicher
radiology report generation large vision-language models medical image understaning radiology assistant radiology chatbot
Published: March 25, 2024. Version: 1.0.0
Database Open Access
PADS - Parkinsons Disease Smartwatch dataset
Julian Varghese, Alexander Brenner, Lucas Plagwitz, Catharina van Alen, Michael Fujarski, Tobias Warnecke
wearables movement disorders parkinsons disease
Published: March 25, 2024. Version: 1.0.0
Database Open Access
ScientISST MOVE: Annotated Wearable Multimodal Biosignals recorded during Everyday Life Activities in Naturalistic Environments
João Areias Saraiva, Mariana Abreu, Ana Sofia Carmo, Hugo Plácido da Silva, Ana Fred
multimodal greet lift uncontrolled environments run jump gesticulate walk wearable
Published: March 25, 2024. Version: 1.0.1
Database Open Access
Respiratory and heart rate monitoring dataset from aeration study
Ella Frances Sophia Guy, Isaac Flett, Jaimey Anne Clifton, Trudy Caljé-van der Klei, Rongqing Chen, Jennifer Knopp, Knut Moeller, James Geoffrey Chase
Published: March 20, 2024. Version: 1.0.0
Database Restricted Access
CheXchoNet: A Chest Radiograph Dataset with Gold Standard Echocardiography Labels
Pierre Elias, Shreyas Bhave
heart failure chest x-rays deep learning early detection cardiac structural abnormalties
Published: March 20, 2024. Version: 1.0.0