heartdiseasepredictions / Predict Disease.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<link rel="icon" type = "image/x-icon" href="logo.png">
<title>Heart Disease Risk Predictor</title>
<style>
body {
font-family: Arial, sans-serif;
background-color: #f5f5f5;
}
.container {
width: 400px;
margin: 50px auto;
padding: 20px;
background-color: #fff;
border-radius: 8px;
box-shadow: 0px 0px 10px rgba(0, 0, 0, 0.1);
}
h2 {
text-align: center;
color: #007bff;
}
input[type="number"],
select {
width: 100%;
padding: 10px;
margin-bottom: 15px;
border: 1px solid #ccc;
border-radius: 4px;
box-sizing: border-box;
}
button {
width: 100%;
padding: 12px;
background-color: #007bff;
color: #fff;
border: none;
border-radius: 4px;
cursor: pointer;
}
#result {
margin-top: 20px;
padding: 10px;
border: 1px solid #ccc;
border-radius: 4px;
background-color: #f9f9f9;
}
</style>
</head>
<body>
<div class="container">
<h2>Heart Disease Risk Predictor</h2>
<label for="ageInput">Age:</label>
<input type="text" id="ageInput" placeholder="Enter Age"><br>
<label for="education">Education Level:</label>
<select id="education">
<option value="1">Primary School</option>
<option value="2">High School</option>
<option value="3">Bachelor's Degree</option>
<option value="4">Master's Degree or Above</option>
</select><br>
<label for="gender">Gender:</label>
<select id="gender">
<option value="1">Male</option>
<option value="0">Female</option>
<option value="2">Other</option>
</select><br>
<label for="issmoking">Smoking:</label>
<select id="issmoking">
<option value="1">Yes</option>
<option value="0">No</option>
</select><br>
<label for="cigsPerDay">Cigarettes Per Day:</label>
<input type="text" id="cigsPerDay" placeholder="Enter Cigarettes Per Day"><br>
<label for="BPMeds">BP Medications:</label>
<select id="BPMeds">
<option value="1">Yes</option>
<option value="0">No</option>
</select><br>
<label for="prevalentStroke">Prevalent Stroke:</label>
<select id="prevalentStroke">
<option value="1">Yes</option>
<option value="0">No</option>
</select><br>
<label for="prevalentHyp">Prevalent Hypertension:</label>
<select id="prevalentHyp">
<option value="1">Yes</option>
<option value="0">No</option>
</select><br>
<label for="diabetes">Diabetes:</label>
<select id="diabetes">
<option value="1">Yes</option>
<option value="0">No</option>
</select><br>
<label for="totChol">Total Cholesterol:</label>
<input type="text" id="totChol" placeholder="Enter Total Cholesterol"><br>
<label for="sysBP">Systolic Blood Pressure:</label>
<input type="text" id="sysBP" placeholder="Enter Systolic Blood Pressure"><br>
<label for="diaBP">Diastolic Blood Pressure:</label>
<input type="text" id="diaBP" placeholder="Enter Diastolic Blood Pressure"><br>
<label for="BMI">Body Mass Index:</label>
<input type="text" id="BMI" placeholder="Enter Body Mass Index"><br>
<label for="heartRate">Heart Rate:</label>
<input type="text" id="heartRate" placeholder="Enter Heart Rate"><br>
<label for="glucose">Glucose:</label>
<input type="text" id="glucose" placeholder="Enter Glucose"><br>
<button onclick="predictRisk()">Predict Risk</button>
<div id="result"></div>
</div>
<script>
function predictRisk() {
// Collect input values
var age = parseFloat(document.getElementById('ageInput').value);
var education = parseFloat(document.getElementById('education').value);
var gender = parseFloat(document.getElementById('gender').value);
var smoking = parseFloat(document.getElementById('issmoking').value);
var cigsPerDay = parseFloat(document.getElementById('cigsPerDay').value);
var BPMeds = parseFloat(document.getElementById('BPMeds').value);
var prevalentStroke = parseFloat(document.getElementById('prevalentStroke').value);
var prevalentHyp = parseFloat(document.getElementById('prevalentHyp').value);
var diabetes = parseFloat(document.getElementById('diabetes').value);
var totChol = parseFloat(document.getElementById('totChol').value);
var sysBP = parseFloat(document.getElementById('sysBP').value);
var diaBP = parseFloat(document.getElementById('diaBP').value);
var BMI = parseFloat(document.getElementById('BMI').value);
var heartRate = parseFloat(document.getElementById('heartRate').value);
var glucose = parseFloat(document.getElementById('glucose').value);
// Make API call to your ML model and get the prediction
// For demonstration purposes, let's assume the prediction is 0 or 1
var prediction = Math.round(Math.random());
// Display the prediction result
var resultElement = document.getElementById('result');
if (prediction === 1) {
resultElement.innerHTML = '<strong>Result:</strong> High risk of heart disease';
resultElement.style.color = '#ff0000'; // Red color for high risk
} else {
resultElement.innerHTML = '<strong>Result:</strong> Low risk of heart disease';
resultElement.style.color = '#008000'; // Green color for low risk
}
}
</script>
</body>
</html>