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

• Κύριοι συγγραφείς: Joseph Ross Mitchell (Συγγραφέας), Phillip Szepietowski (Συγγραφέας), Rachel Howard (Συγγραφέας), Phillip Reisman (Συγγραφέας), Jennie D Jones (Συγγραφέας), Patricia Lewis (Συγγραφέας), Brooke L Fridley (Συγγραφέας), Dana E Rollison (Συγγραφέας)
• Μορφή: Βιβλίο
• Έκδοση: JMIR Publications, 2022-03-01T00:00:00Z.
• Θέματα: article
• Διαθέσιμο Online: 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...