UCSF Prostate MRI Dataset

Description

This dataset provides 973 prostate MRI exams performed between January 2016 and March 2019 for patients who underwent MRI/ultrasound fusion biopsy within one year at UCSF.

Update Frequency

ad hoc

License

https://creativecommons.org/licenses/by/4.0/

Documentation

https://github.com/LarsonLab/UCSF-ProstateMR

Managed By

UCSF Larson Advanced Imaging Lab

See all datasets managed by UCSF Larson Advanced Imaging Lab.

Contact

peder.larson@ucsf.edu

How to Cite

UCSF Prostate MRI Dataset was accessed on DATE from https://registry.opendata.aws/ucsf-prostatemr.

Usage Examples

Tutorials

• Get to Know a Dataset - UCSF-ProstateMR by UCSF Larson Advanced Imaging Lab
  
  

Tools & Applications

• UCSF-ProstateMR Repository by UCSF Larson Advanced Imaging Lab
  

Publications

• Federated learning with research prototypes - application to multi-center MRI-based detection of prostate cancer with diverse histopathology by Rajagopal A et al.
  
• Mixed supervision of histopathology improves prostate cancer classification from MRI by Rajagopal A et al.
  
• US lesion visibility predicts clinically significant upgrade of prostate cancer by systematic biopsy by Velarde N et al.