Automated Identification and Measurement Extraction of Pancreatic Cystic Lesions from Free-Text Radiology Reports using Natural Language Processing

Software Requirements

This code was developed and tested in the following settings.

OS

  • Ubuntu 18.04

GPU

  • Nvidia GeForce RTX 2080 Ti

Dependencies

  • python (3.7.9)
  • numpy (1.19.1)
  • pandas (1.1.3)
  • pytorch (1.6.0)
  • transformers (3.3.1)

Citation

TBD