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<!DOCTYPE html>
<html>
<head>
  <meta charset="utf-8">
  <title>Medical Image Processing Pipeline</title>
  <style>
    body { font-family: Arial, sans-serif; margin: 20px; }
    .container { max-width: 800px; margin: auto; }
    .result img { max-width: 250px; margin: 10px; }
    .result { display: flex; flex-wrap: wrap; }
  </style>
</head>
<body>
  <div class="container">
    <h1>Medical Image Processing Pipeline</h1>
    <form action="/predict" method="POST" enctype="multipart/form-data">
      <input type="file" name="file" accept="image/*,.nii,.nii.gz,.dcm" required>
      <button type="submit">Upload and Process</button>
    </form>
    {% if result %}
      <hr>
      {% if result.error %}
        <h3>Error: {{ result.error }}</h3>
      {% else %}
        <h3>Predicted Modality: {{ result.predicted_modality }}</h3>
        {% if result.specialized %}
          <div class="result">
            <div>
              <h4>Original Image</h4>
              <img src="data:image/jpeg;base64,{{ result.specialized.original }}" alt="Original">
            </div>
            <div>
              <h4>Mask</h4>
              <img src="data:image/jpeg;base64,{{ result.specialized.mask }}" alt="Mask">
            </div>
            <div>
              <h4>Overlay</h4>
              <img src="data:image/jpeg;base64,{{ result.specialized.overlay }}" alt="Overlay">
            </div>
          </div>
        {% elif result.message %}
          <h4>{{ result.message }}</h4>
          <div class="result">
            <img src="data:image/jpeg;base64,{{ result.original }}" alt="Original">
          </div>
        {% endif %}
      {% endif %}
    {% endif %}
  </div>
</body>
</html>