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Update app.py
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app.py
CHANGED
@@ -85,8 +85,8 @@ def preprocess_mri(nifti_path):
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# 🔹 Run Brain Age Prediction (Decorated for GPU Execution)
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@spaces.GPU(duration=90)
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def predict_brain_age(age, sex): #, actual_age):
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return f"Brain Age estimate: 42",
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"""
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def predict_brain_age(nifti_file, actual_age): #sex
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@@ -143,6 +143,8 @@ with gr.Blocks() as demo:
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with gr.Row():
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with gr.Column(scale=1):
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#mri_input = gr.File(label="Upload a T1w MRI (NIfTI .nii.gz)")
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age_input = gr.Number(label="Enter Age", value=50)
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sex_input = gr.Radio(["Male", "Female"], label="Select Sex")
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submit_button = gr.Button("Predict")
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@@ -155,7 +157,7 @@ with gr.Blocks() as demo:
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submit_button.click(
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fn=predict_brain_age,
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inputs=[age_input, sex_input], # mri_input, sex_input
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outputs=[brain_age_output, bad_output]
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)
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# 🔹 Run Brain Age Prediction (Decorated for GPU Execution)
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@spaces.GPU(duration=90)
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def predict_brain_age(path, age, sex): #, actual_age):
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return f"Brain Age estimate: 42", age
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"""
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def predict_brain_age(nifti_file, actual_age): #sex
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with gr.Row():
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with gr.Column(scale=1):
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#mri_input = gr.File(label="Upload a T1w MRI (NIfTI .nii.gz)")
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mri_input = gr.File(label="Upload a T1w MRI", type="filepath", file_types=[".nii.gz"])
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age_input = gr.Number(label="Enter Age", value=50)
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sex_input = gr.Radio(["Male", "Female"], label="Select Sex")
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submit_button = gr.Button("Predict")
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submit_button.click(
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fn=predict_brain_age,
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inputs=[path, age_input, sex_input], # mri_input, sex_input
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outputs=[brain_age_output, bad_output]
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)
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