medcodelearn

Playground for machine learning with medical coding data and medical classifications.

Tasks

propose codes (denoising, auto encoding, recommender systems, Analog collaborative filtering / matrix factorization, clasisification, sequence mapping)
learn a grouper algorithm (classification, outlier detection, sequence mapping)
search codes (medical classifications, NLP)
exploration and visualisation (Visualised Bayes Nets, common combinations of comorbidities)
medical coding data generation
free text analysis of medical documentations (generate code proposals)
..

Algorithms

Libraries

Links

Name		Name	Last commit message	Last commit date
Latest commit History 233 Commits
classification		classification
docs		docs
java		java
reader		reader
snipplets		snipplets
tokenization		tokenization
validationresults		validationresults
.gitignore		.gitignore
.project		.project
README.md		README.md
configuration-los.json		configuration-los.json
configuration.json		configuration.json
load_config.py		load_config.py
los_prediction.py		los_prediction.py
medcodelearn_pipeline.py		medcodelearn_pipeline.py
medcodelearn_pipeline.py~		medcodelearn_pipeline.py~
parameter_validation.py		parameter_validation.py
requirements.txt		requirements.txt
search_codes.py		search_codes.py
svm_experiment.py		svm_experiment.py
validate_options.py		validate_options.py
vectorize.py		vectorize.py
vectorize.sh		vectorize.sh

virajshah/medcodelearn