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- # AI-Powered Differential Diagnosis (Educational)
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- What this Space does
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- - You enter at least 3 comma-separated symptoms.
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- - The app compares your input to a dataset using TF-IDF similarity.
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- - It returns a differential list with scaled scores (0..1), example matches, and structured reasoning outlines (deterministic).
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- Files to upload to your Hugging Face Space
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- - `app.py` (this file)
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- - `requirements.txt`
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- - `differential_diagnosis_dataset.csv` (your dataset)
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- - (Optional) `README.md`
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- Dataset assumptions
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- - One column named `diagnosis` (lower/upper case both ok).
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- - Symptom columns contain the word `symptom`, `feature`, `sign`. If none found, all non-diagnosis columns are treated as symptoms.
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- Run locally
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- ```bash
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- pip install -r requirements.txt
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- python app.py
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- ```
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- Open http://127.0.0.1:7860
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- Safety
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- - This tool is for education and prototyping.
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- - It is not a substitute for a clinician.
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- - For urgent issues, contact emergency services.