Natural Language Processing for Surveillance of Cervical and Anal Cancer and Precancer: Algorithm Development and Split-Validation Study.

Carlos R Oliveira Patrick Niccolai Anette Michelle Ortiz Sangini S Sheth Eugene D Shapiro Linda M Niccolai Cynthia A Brandt

Published in: JMIR medical informatics (2020)

This study outlines the development and validation of a freely available and easily implementable natural language processing algorithm that can automate the extraction and classification of clinical data from cervical and anal cytology and histology.

Keyphrases

machine learning
deep learning
high grade
autism spectrum disorder
papillary thyroid
public health
big data
electronic health record
artificial intelligence
squamous cell
squamous cell carcinoma
ultrasound guided
lymph node metastasis
childhood cancer