├── .DS_Store ├── BERT_for_embedding ├── .DS_Store ├── README.md ├── file_utils.py ├── modeling_readmission.py ├── notebook │ └── attention_visualization.ipynb ├── preprocess.py └── run_readmission.py ├── README.md ├── attention_based_lstm.py ├── attention_dense.py ├── doctor2vec_main_0.py ├── models.py ├── patient_embedding.py ├── sample_data_X.npy └── sample_data_Y.npy /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sidsearch/Doctor2vec/HEAD/.DS_Store -------------------------------------------------------------------------------- /BERT_for_embedding/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sidsearch/Doctor2vec/HEAD/BERT_for_embedding/.DS_Store -------------------------------------------------------------------------------- /BERT_for_embedding/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sidsearch/Doctor2vec/HEAD/BERT_for_embedding/README.md -------------------------------------------------------------------------------- /BERT_for_embedding/file_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sidsearch/Doctor2vec/HEAD/BERT_for_embedding/file_utils.py -------------------------------------------------------------------------------- /BERT_for_embedding/modeling_readmission.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sidsearch/Doctor2vec/HEAD/BERT_for_embedding/modeling_readmission.py -------------------------------------------------------------------------------- /BERT_for_embedding/notebook/attention_visualization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sidsearch/Doctor2vec/HEAD/BERT_for_embedding/notebook/attention_visualization.ipynb -------------------------------------------------------------------------------- /BERT_for_embedding/preprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sidsearch/Doctor2vec/HEAD/BERT_for_embedding/preprocess.py -------------------------------------------------------------------------------- /BERT_for_embedding/run_readmission.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sidsearch/Doctor2vec/HEAD/BERT_for_embedding/run_readmission.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sidsearch/Doctor2vec/HEAD/README.md -------------------------------------------------------------------------------- /attention_based_lstm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sidsearch/Doctor2vec/HEAD/attention_based_lstm.py -------------------------------------------------------------------------------- /attention_dense.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sidsearch/Doctor2vec/HEAD/attention_dense.py -------------------------------------------------------------------------------- /doctor2vec_main_0.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sidsearch/Doctor2vec/HEAD/doctor2vec_main_0.py -------------------------------------------------------------------------------- /models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sidsearch/Doctor2vec/HEAD/models.py -------------------------------------------------------------------------------- /patient_embedding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sidsearch/Doctor2vec/HEAD/patient_embedding.py -------------------------------------------------------------------------------- /sample_data_X.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sidsearch/Doctor2vec/HEAD/sample_data_X.npy -------------------------------------------------------------------------------- /sample_data_Y.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sidsearch/Doctor2vec/HEAD/sample_data_Y.npy --------------------------------------------------------------------------------