Natural Language Processing and Machine Learning Methods to Characterize Unstructured Patient-Reported Outcomes: Validation Study

• Main Authors: Zhaohua Lu (Author), Jin-ah Sim (Author), Jade X Wang (Author), Christopher B Forrest (Author), Kevin R Krull (Author), Deokumar Srivastava (Author), Melissa M Hudson (Author), Leslie L Robison (Author), Justin N Baker (Author), I-Chan Huang (Author)
• Format: Book
• Published: JMIR Publications, 2021-11-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundAssessing patient-reported outcomes (PROs) through interviews or conversations during clinical encounters provides insightful information about survivorship. ObjectiveThis study aims to test the validity of natural language processing (NLP) and machine learning (ML) algorithms in identifyi...