Resources
Database Credentialed Access
MIMIC-CXR Database
Alistair Johnson, Tom Pollard, Roger Mark, Seth Berkowitz, Steven Horng
computer vision chest x-rays natural language processing radiology mimic machine learning
Published: July 23, 2024. Version: 2.1.0
Database Credentialed Access
MS-CXR-T: Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
Shruthi Bannur, Stephanie Hyland, Qianchu Liu, Fernando Pérez-García, Max Ilse, Daniel Coelho de Castro, Benedikt Boecking, Harshita Sharma, Kenza Bouzid, Anton Schwaighofer, Maria Teodora Wetscherek, Hannah Richardson, Tristan Naumann, Javier Alvarez Valle, Ozan Oktay
cxr disease progression vision-language processing multimodal radiology chest x-ray
Published: March 17, 2023. 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 eye tracking explainability chest cxr multimodal radiology machine learning deep learning chest x-ray
Published: Sept. 12, 2020. Version: 1.0.0
Database Credentialed Access
MIMIC-CXR Database
Alistair Johnson, Tom Pollard, Roger Mark, Seth Berkowitz, Steven Horng
computer vision chest x-rays natural language processing radiology mimic machine learning
Published: July 23, 2024. Version: 2.1.0
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
CHIFIR: Cytology and Histopathology Invasive Fungal Infection Reports
Vlada Rozova, Anna Khanina, Jasmine Teng, Joanne Teh, Leon Worth, Monica Slavin, karin thursky, Karin Verspoor
nlp information extraction clinical documentation invasive fungal infections
Published: Feb. 20, 2024. Version: 1.0.2
Database Credentialed Access
MS-CXR-T: Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
Shruthi Bannur, Stephanie Hyland, Qianchu Liu, Fernando Pérez-García, Max Ilse, Daniel Coelho de Castro, Benedikt Boecking, Harshita Sharma, Kenza Bouzid, Anton Schwaighofer, Maria Teodora Wetscherek, Hannah Richardson, Tristan Naumann, Javier Alvarez Valle, Ozan Oktay
cxr disease progression vision-language processing multimodal radiology chest x-ray
Published: March 17, 2023. Version: 1.0.0
Database 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
MIMIC-IV-Note: Deidentified free-text clinical notes
Alistair Johnson, Tom Pollard, Steven Horng, Leo Anthony Celi, Roger Mark
deidentification critical care clinical notes electronic health record natural language processing mimic
Published: Jan. 6, 2023. Version: 2.2
Database Credentialed Access
Chest X-ray segmentation images based on MIMIC-CXR
Li-Ching Chen, Po-Chih Kuo, Ryan Wang, Judy Gichoya, Leo Anthony Celi
Published: Aug. 18, 2022. Version: 1.0.0