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.
Lakshmi ArbattiAbhishek HosamathVikram RamanarayananIra ShoulsonPublished in: CoRR (2023)
Keyphrases
- multi label
- text classification
- medical doctors
- text categorization
- convex relaxation
- cognitive impairment
- emergency department
- active learning
- image classification
- multi label classification
- labeling problems
- multiple labels
- early diagnosis
- clinical trials
- clinical data
- graph cuts
- liver disease
- patient groups
- feature selection
- cancer patients
- patient data
- cardiovascular disease
- inter related
- data sets
- knowledge discovery
- multilabel classification
- semi supervised learning
- rough sets
- pairwise
- feature extraction
- machine learning