CheXpred

This is an implementation of a semi-supervised learning approach to predict phenotypes from Chest Xray imges and corresponding radiology reports.

Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
static/css		static/css
templates		templates
test_for_app		test_for_app
README.md		README.md
app.py		app.py
clip.py		clip.py
data_process.py		data_process.py
eval.py		eval.py
generate_csv.py		generate_csv.py
h5view.py		h5view.py
metrics.py		metrics.py
model.py		model.py
preprocess_supervision.py		preprocess_supervision.py
requirements.txt		requirements.txt
run_preprocess.py		run_preprocess.py
run_train.py		run_train.py
semi_supervised_train.py		semi_supervised_train.py
simple_tokenizer.py		simple_tokenizer.py
supervised_eval.py		supervised_eval.py
supervised_eval_attention.py		supervised_eval_attention.py
supervised_phenotype_model.py		supervised_phenotype_model.py
supervised_with_attention.py		supervised_with_attention.py
test.py		test.py
test_semi_supervised.py		test_semi_supervised.py
text_text_accuracy.py		text_text_accuracy.py
train.py		train.py
web_tool_pipeline.py		web_tool_pipeline.py
webtool.py		webtool.py
zero_shot.ipynb		zero_shot.ipynb
zero_shot.py		zero_shot.py

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