Update app.py

app.py

@@ -85,10 +85,6 @@ def preprocess_mri(nifti_path):
 
 # Run Brain Age Prediction (Decorated for GPU Execution)
 @spaces.GPU(duration=90)
-def predict_brain_age(path, age, sex): #, actual_age):
-    return f"Brain Age estimate: 42", age
-
-"""
 def predict_brain_age(nifti_file, actual_age): #sex
     if not os.path.exists(nifti_file.name):
         return "Error: MRI file not found"
@@ -122,7 +118,7 @@ def predict_brain_age(nifti_file, actual_age): #sex
     # Return formatted outputs
     #return f"Predicted Brain Age: {predicted_brain_age_corrected:.2f} years", bad_output_html
     return f"Predicted Brain Age: {predicted_brain_age_corrected:.2f} years", f"Brain Age Difference: {brain_age_difference:.2f} years"
-"""
+
 
 # 🔹 Gradio Interface Setup
 with gr.Blocks() as demo: