Update app.py
Browse files
app.py
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@@ -5,30 +5,9 @@ from file_processing import FileProcessor
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from entity_recognition import process_text
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from utils import safe_dataframe
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reader = easyocr.Reader(['en'], gpu=True) # Initialize OCR model
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def extract_it(file):
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"""Processes the uploaded file and extracts medical data."""
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text = read_file(file.name, reader) # Read the file (implement `read_file`)
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print("Performing NER...")
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global output
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output = process_text(text) # Perform entity recognition (implement `process_text`)
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metadata = output["metadata"]
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metadata_str = f"**Patient Name:** {metadata['patient_name']}\n\n" \
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f"**Age:** {metadata['age']} \n\n" \
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f"**Gender:** {metadata['gender']}\n\n" \
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f"**Lab Name:** {metadata['lab_name']}\n\n" \
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f"**Report Date:** {metadata['report_date']}"
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print(f"Processed report for {metadata['patient_name']}")
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return metadata_str
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with gr.Blocks() as demo:
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@@ -43,8 +22,9 @@ with gr.Blocks() as demo:
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# submit_btn.click(fn=extract_it,inputs=file_input,outputs=metadata_md)
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@gr.render(inputs=file_input,triggers=[file_input.upload])
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def
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"""Processes the uploaded file and extracts medical data."""
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text = read_file(file.name, reader) # Read the file (implement `read_file`)
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@@ -72,6 +52,7 @@ with gr.Blocks() as demo:
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gr.Dataframe(lab_tests)
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gr.JSON(output,label="📜 Extracted Report")
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demo.launch(debug=True, share=True)
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from entity_recognition import process_text
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from utils import safe_dataframe
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reader = easyocr.Reader(['en'],download_enabled=True, gpu=True) # Initialize OCR model
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with gr.Blocks() as demo:
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# submit_btn.click(fn=extract_it,inputs=file_input,outputs=metadata_md)
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@gr.render(inputs=file_input,triggers=[file_input.upload])
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def extract(file):
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"""Processes the uploaded file and extracts medical data."""
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text = read_file(file.name, reader) # Read the file (implement `read_file`)
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gr.Dataframe(lab_tests)
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gr.JSON(output,label="📜 Extracted Report")
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return output
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demo.launch(debug=True, share=True)
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