Hugging Face's logo

Spaces:
BetaCell
/
Diabetes-Prediction-Model
Sleeping

App Files Community
Diabetes-Prediction-Model
File size: 9,015 Bytes
5dea356
 
 
 
 
 
 
 
 
 
e05bcd6
5dea356
 
98dd8dd
5dea356
 
e05bcd6
5dea356
 
 
 
 
 
e05bcd6
5dea356
 
 
 
 
 
 
 
 
 
 
 
e05bcd6
5dea356
 
 
 
 
 
 
 
 
 
 
 
e05bcd6
5dea356
 
 
 
 
 
 
 
 
 
 
 
e05bcd6
5dea356
 
 
 
 
 
 
 
 
 
 
 
e05bcd6
5dea356
 
 
 
 
 
 
 
 
 
 
 
e05bcd6
5dea356
 
 
 
 
 
 
 
 
 
 
 
 
 
e05bcd6
5dea356
 
 
 
 
 
 
 
 
 
 
 
e05bcd6
5dea356
 
 
 
 
 
 
 
 
e05bcd6
5dea356
e05bcd6
 
5dea356
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
e05bcd6
5dea356
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
<!DOCTYPE html>
<html lang="en">
<head>
  <meta charset="UTF-8">
  <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no">
  <title>Diabetes Prediction Model</title>
  <link rel="stylesheet" href="{{ url_for('static', filename='style.css') }}">
  <link href="https://fonts.googleapis.com/css2?family=Source+Sans+Pro:wght@400;600;700&display=swap" rel="stylesheet">
</head>
<body>

  <div class="container">
    <header>
      <h1>BetaCell AI 🩺 </h1>
      <p>Diabetes Risk Prediction Model</p>
    </header>

    <div class="main-content">
      
      <!-- The Form -->
      <div class="form-section">
        <form id="predictionForm" onsubmit="event.preventDefault(); makePrediction();">
          <div class="form-grid">
            
            <!-- 1. Pregnancies -->
            <div class="input-group">
              <label class="input-label">Pregnancies</label>
              <div class="number-input-container">
                <input type="number" id="Pregnancies" class="number-input" value="3" min="0" max="17" step="1" inputmode="numeric">
                <div class="controls">
                  <button class="control-btn decrease-btn" type="button"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8h10" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg></button>
                  <div class="separator"></div>
                  <button class="control-btn increase-btn" type="button"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M8 3v10M3 8h10" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg></button>
                </div>
              </div>
            </div>

            <!-- 2. Glucose -->
            <div class="input-group">
              <label class="input-label">Glucose (mg/dL)</label>
              <div class="number-input-container">
                <input type="number" id="Glucose" class="number-input" value="117" min="0" max="199" step="1" inputmode="numeric">
                <div class="controls">
                  <button class="control-btn decrease-btn" type="button"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8h10" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg></button>
                  <div class="separator"></div>
                  <button class="control-btn increase-btn" type="button"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M8 3v10M3 8h10" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg></button>
                </div>
              </div>
            </div>

            <!-- 3. Blood Pressure -->
            <div class="input-group">
              <label class="input-label">Blood Pressure (mm Hg)</label>
              <div class="number-input-container">
                <input type="number" id="BloodPressure" class="number-input" value="72" min="0" max="122" step="1" inputmode="numeric">
                <div class="controls">
                  <button class="control-btn decrease-btn" type="button"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8h10" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg></button>
                  <div class="separator"></div>
                  <button class="control-btn increase-btn" type="button"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M8 3v10M3 8h10" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg></button>
                </div>
              </div>
            </div>

            <!-- 4. Skin Thickness -->
            <div class="input-group">
              <label class="input-label">Skin Thickness (mm)</label>
              <div class="number-input-container">
                <input type="number" id="SkinThickness" class="number-input" value="23" min="0" max="99" step="1" inputmode="numeric">
                <div class="controls">
                  <button class="control-btn decrease-btn" type="button"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8h10" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg></button>
                  <div class="separator"></div>
                  <button class="control-btn increase-btn" type="button"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M8 3v10M3 8h10" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg></button>
                </div>
              </div>
            </div>

            <!-- 5. Insulin -->
            <div class="input-group">
              <label class="input-label">Insulin (mu U/ml)</label>
              <div class="number-input-container">
                <input type="number" id="Insulin" class="number-input" value="30" min="0" max="846" step="1" inputmode="numeric">
                <div class="controls">
                  <button class="control-btn decrease-btn" type="button"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8h10" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg></button>
                  <div class="separator"></div>
                  <button class="control-btn increase-btn" type="button"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M8 3v10M3 8h10" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg></button>
                </div>
              </div>
            </div>

            <!-- 6. BMI -->
            <div class="input-group">
              <label class="input-label">
                <a href="https://www.calculator.net/bmi-calculator.html" target="_blank" class="external-link">BMI</a>
              </label>
              <div class="number-input-container">
                <input type="number" id="BMI" class="number-input" value="32.0" min="0" max="67.1" step="0.1" inputmode="decimal">
                <div class="controls">
                  <button class="control-btn decrease-btn" type="button"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8h10" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg></button>
                  <div class="separator"></div>
                  <button class="control-btn increase-btn" type="button"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M8 3v10M3 8h10" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg></button>
                </div>
              </div>
            </div>

            <!-- 7. Diabetes Pedigree Function -->
            <div class="input-group">
              <label class="input-label">Diabetes Pedigree</label>
              <div class="number-input-container">
                <input type="number" id="DiabetesPedigreeFunction" class="number-input" value="0.372" min="0.078" max="2.42" step="0.001" inputmode="decimal">
                <div class="controls">
                  <button class="control-btn decrease-btn" type="button"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8h10" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg></button>
                  <div class="separator"></div>
                  <button class="control-btn increase-btn" type="button"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M8 3v10M3 8h10" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg></button>
                </div>
              </div>
            </div>

            <!-- 8. Age -->
            <div class="input-group">
              <label class="input-label">Age (Years)</label>
              <div class="number-input-container">
                <input type="number" id="Age" class="number-input" value="29" min="21" max="81" step="1" inputmode="numeric">
                <div class="controls">
                  <button class="control-btn decrease-btn" type="button"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M3 8h10" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg></button>
                  <div class="separator"></div>
                  <button class="control-btn increase-btn" type="button"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><path d="M8 3v10M3 8h10" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg></button>
                </div>
              </div>
            </div>

          </div>
          
          <button type="submit" class="submit-btn">Run Prediction</button>
        </form>
      </div>

      <!-- Results -->
      <div class="result-section" id="resultCard">
        <div class="placeholder-text">
          <div style="font-size: 3rem; margin-bottom: 10px;">⚡</div>
          <h3>Ready to Predict</h3>
          <p>Enter patient vitals and click Run Prediction.</p>
        </div>
      </div>

    </div>
  </div>

  <script src="{{ url_for('static', filename='script.js') }}"></script>
</body>
</html>