Published on in Vol 24, No 3 (2022): March

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/27210, first published .
A Question-and-Answer System to Extract Data From Free-Text Oncological Pathology Reports (CancerBERT Network): Development Study

A Question-and-Answer System to Extract Data From Free-Text Oncological Pathology Reports (CancerBERT Network): Development Study

A Question-and-Answer System to Extract Data From Free-Text Oncological Pathology Reports (CancerBERT Network): Development Study

Joseph Ross Mitchell   1, 2, 3 , MSc, PhD ;   Phillip Szepietowski   4 , PhD ;   Rachel Howard   4 , PhD ;   Phillip Reisman   4 , MS ;   Jennie D Jones   4 , MSHI-HA ;   Patricia Lewis   4 , BSc ;   Brooke L Fridley   5 , PhD ;   Dana E Rollison   4 , PhD

1 Department of Machine Learning, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States

2 Department of Medicine, Faculty of Medicine & Dentistry, and the Alberta Machine Intelligence Institute, University of Alberta, Edmonton, AB, Canada

3 Alberta Health Services, Edmonton, AB, Canada

4 Department of Health Data Services, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States

5 Department of Biostatistics and Bioinformatics, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States

Corresponding Author:

  • Dana E Rollison, PhD
  • Department of Health Data Services
  • H Lee Moffitt Cancer Center and Research Institute
  • 12902 Magnolia Drive
  • Tampa, FL, 33612
  • United States
  • Phone: 1 813 745 6530
  • Email: Dana.Rollison@moffitt.org