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pixelpandacreative
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adfd907
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Parent(s):
0addd51
Create app.py
Browse filesConverter file
app.py
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import gradio as gr
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import pydicom
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import pandas as pd
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from io import BytesIO
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def convert_dicom_to_tsv(dicom_file):
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# Read the DICOM file
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dicom_data = pydicom.dcmread(dicom_file)
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# Extract data elements from the DICOM file
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data_elements = {de.tag: (de.description(), de.value) for de in dicom_data}
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# Convert to DataFrame
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df = pd.DataFrame(list(data_elements.values()), columns=["Description", "Value"])
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# Convert DataFrame to TSV format and store in a buffer
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buffer = BytesIO()
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df.to_csv(buffer, sep='\t', index=False, encoding='utf-8')
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buffer.seek(0)
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return buffer
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# Create a Gradio interface
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iface = gr.Interface(
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fn=convert_dicom_to_tsv,
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inputs=gr.inputs.File(label="Upload DICOM File"),
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outputs=gr.outputs.File(label="Download TSV File"),
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title="DICOM to TSV Converter",
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description="Upload a DICOM file and convert it to TSV format."
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)
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if __name__ == "__main__":
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iface.launch()
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