What Do Patients Say About Their Disease Symptoms? Deep Multilabel Text Classification With Human-in-the-Loop Curation for Automatic Labeling of Patient Self Reports of Problems

no code implementations • 8 May 2023 • Lakshmi Arbatti, Abhishek Hosamath, Vikram Ramanarayanan, Ira Shoulson

We develop a rules based linguistic-dictionary using NLP techniques and graph database-based expert phrase-query system to scale the annotation to the remaining cohort generating the machine annotated dataset, and finally build a Keras-Tensorflow based MLTC model for both datasets.

Multilabel Text Classification Multi Label Text Classification +2