├── LICENSE.md ├── README.md ├── data_augment.py ├── diagnosis_rnn.py ├── error_analysis.ipynb ├── exploratory_analysis.ipynb ├── logs └── log_GRU_128_drop_0.5.txt ├── models └── weights_GRU_128_drop_0.5.hdf5 ├── plots ├── accuracy.png ├── facts_by_disease.png ├── word_by_fact.png └── word_by_story.png └── utils.py /LICENSE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jgpavez/MedicalDiagnosis/HEAD/LICENSE.md -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jgpavez/MedicalDiagnosis/HEAD/README.md -------------------------------------------------------------------------------- /data_augment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jgpavez/MedicalDiagnosis/HEAD/data_augment.py -------------------------------------------------------------------------------- /diagnosis_rnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jgpavez/MedicalDiagnosis/HEAD/diagnosis_rnn.py -------------------------------------------------------------------------------- /error_analysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jgpavez/MedicalDiagnosis/HEAD/error_analysis.ipynb -------------------------------------------------------------------------------- /exploratory_analysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jgpavez/MedicalDiagnosis/HEAD/exploratory_analysis.ipynb -------------------------------------------------------------------------------- /logs/log_GRU_128_drop_0.5.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jgpavez/MedicalDiagnosis/HEAD/logs/log_GRU_128_drop_0.5.txt -------------------------------------------------------------------------------- /models/weights_GRU_128_drop_0.5.hdf5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jgpavez/MedicalDiagnosis/HEAD/models/weights_GRU_128_drop_0.5.hdf5 -------------------------------------------------------------------------------- /plots/accuracy.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jgpavez/MedicalDiagnosis/HEAD/plots/accuracy.png -------------------------------------------------------------------------------- /plots/facts_by_disease.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jgpavez/MedicalDiagnosis/HEAD/plots/facts_by_disease.png -------------------------------------------------------------------------------- /plots/word_by_fact.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jgpavez/MedicalDiagnosis/HEAD/plots/word_by_fact.png -------------------------------------------------------------------------------- /plots/word_by_story.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jgpavez/MedicalDiagnosis/HEAD/plots/word_by_story.png -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jgpavez/MedicalDiagnosis/HEAD/utils.py --------------------------------------------------------------------------------