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

• Main Authors: Joseph Ross Mitchell (Author), Phillip Szepietowski (Author), Rachel Howard (Author), Phillip Reisman (Author), Jennie D Jones (Author), Patricia Lewis (Author), Brooke L Fridley (Author), Dana E Rollison (Author)
• Format: Book
• Published: JMIR Publications, 2022-03-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundInformation in pathology reports is critical for cancer care. Natural language processing (NLP) systems used to extract information from pathology reports are often narrow in scope or require extensive tuning. Consequently, there is growing interest in automated deep learning approaches. A...