Create app.py

app.py

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+import re
+import gradio as gr
+
+def extract_study_timeline(text):
+    """
+    Extracts Screening, Treatment, and Follow-up durations from study timeline text.
+    """
+    screening = re.search(r'Screening\s*(\d+)\s*weeks?', text)
+    treatment = re.search(r'Treatment\s*(\d+)\s*weeks?', text)
+    follow_up = re.search(r'Follow[-\s]*up\s*(\d+)\s*weeks?', text)
+
+    timeline = {
+        "Screening": int(screening.group(1)) if screening else None,
+        "Treatment": int(treatment.group(1)) if treatment else None,
+        "Follow-Up": int(follow_up.group(1)) if follow_up else None
+    }
+    
+    return timeline
+
+# Gradio Interface
+iface = gr.Interface(
+    fn=extract_study_timeline,
+    inputs=gr.Textbox(lines=5, placeholder="Enter study timeline text..."),
+    outputs="json",
+    title="Study Timeline Extractor",
+    description="Enter a study timeline description, and the model will extract the phases (Screening, Treatment, Follow-Up)."
+)
+
+iface.launch()