https://github.com/urmzd/md-classifier
A deep learning system combining transformers and CNNs to classify diseases from patient-described symptoms, achieving 90% recall through semantic embeddings and CNN feature extraction.
https://github.com/urmzd/md-classifier
cnn convolutional-neural-networks deep-learning disease-classification encodings github-actions healthcare keras machine-learning medical-diagnosis natural-language-processing nlp nltk pandas pip python transformers
Last synced: about 2 months ago
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A deep learning system combining transformers and CNNs to classify diseases from patient-described symptoms, achieving 90% recall through semantic embeddings and CNN feature extraction.
- Host: GitHub
- URL: https://github.com/urmzd/md-classifier
- Owner: urmzd
- License: apache-2.0
- Created: 2021-09-10T20:47:08.000Z (almost 5 years ago)
- Default Branch: main
- Last Pushed: 2026-03-15T01:39:34.000Z (3 months ago)
- Last Synced: 2026-03-15T13:30:03.019Z (3 months ago)
- Topics: cnn, convolutional-neural-networks, deep-learning, disease-classification, encodings, github-actions, healthcare, keras, machine-learning, medical-diagnosis, natural-language-processing, nlp, nltk, pandas, pip, python, transformers
- Language: Jupyter Notebook
- Homepage:
- Size: 6.56 MB
- Stars: 2
- Watchers: 1
- Forks: 1
- Open Issues: 0