Artificial Intelligence in Medical Sciences and Psychology: With Application of Machine Language, Computer Vision, and NLP Techniques

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022

T. C. NokeriArtificial Intelligence in Medical Sciences and Psychologyhttps://doi.org/10.1007/978-1-4842-8217-5_8

8. Medical Records Categorization

Tshepo Chris Nokeri¹  

(1)

Pretoria, South Africa

 

This chapter covers a holistic approach for realizing patterns in medical records by executing a linear discriminant analysis model. You’ll learn what medical records are and then you’ll learn a technique of cleansing textual data by executing fundamental methods like regularization and TfidfVectorizer. Afterward, you’ll execute a method to classify the medical specialty and assess the extent to which it segregates classes.

Medical Records

Medical records are historical ...