Learn step-by-step how to build a secure Medical Records App with Lovable. Discover best practices, integration tips, and compliance essentials for transforming healthcare.
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Initializing the Lovable Medical Records Project
Configuring Dependencies
{
"name": "medical-records-app",
"version": "1.0.0",
"description": "A Medical Records Application built with Lovable",
"main": "app.js",
"dependencies": {
"express": "^4.18.2",
"body-parser": "^1.20.1"
},
"scripts": {
"start": "node app.js"
}
}
Designing the Frontend UI
Medical Records App
Medical Records
Developing the Backend Server
const express = require('express');
const bodyParser = require('body-parser');
const app = express();
// Middleware to parse JSON bodies
app.use(bodyParser.json());
// In-memory database simulation for medical records
let records = [
{ id: 1, patientName: 'John Doe', diagnosis: 'Flu' },
{ id: 2, patientName: 'Jane Smith', diagnosis: 'Cold' }
];
// Endpoint to retrieve all medical records
app.get('/records', (req, res) => {
res.json(records);
});
// Endpoint to add a new medical record
app.post('/records', (req, res) => {
const newRecord = {
id: records.length + 1,
patientName: req.body.patientName,
diagnosis: req.body.diagnosis
};
records.push(newRecord);
res.status(201).json(newRecord);
});
// Start the Express server
const PORT = process.env.PORT || 3000;
app.listen(PORT, () => {
console.log('Medical Records App is running on port ' + PORT);
});
Integrating the Frontend with the Backend
Testing Your Application
Enhancing Functionality
const express = require('express');
const bodyParser = require('body-parser');
const mongoose = require('mongoose');
mongoose.connect('mongodb://localhost:27017/lovable_medical_records', {
useNewUrlParser: true,
useUnifiedTopology: true
});
const patientSchema = new mongoose.Schema({
firstName: String,
lastName: String,
dob: Date,
medicalHistory: [{
date: Date,
description: String,
doctor: String,
notes: String
}],
createdAt: { type: Date, default: Date.now }
});
const Patient = mongoose.model('Patient', patientSchema);
const app = express();
app.use(bodyParser.json());
app.post('/api/patients', async (req, res) => {
try {
const newPatient = new Patient(req.body);
await newPatient.save();
res.status(201).json(newPatient);
} catch (error) {
res.status(500).json({ error: error.message });
}
});
app.get('/api/patients/:id', async (req, res) => {
try {
const patient = await Patient.findById(req.params.id);
if (!patient) {
return res.status(404).json({ error: 'Patient not found' });
}
patient.medicalHistory.sort((a, b) => b.date - a.date);
res.json(patient);
} catch (error) {
res.status(500).json({ error: error.message });
}
});
app.put('/api/patients/:id/medicalHistory', async (req, res) => {
try {
const patient = await Patient.findById(req.params.id);
if (!patient) {
return res.status(404).json({ error: 'Patient not found' });
}
patient.medicalHistory.push(req.body);
await patient.save();
res.json(patient);
} catch (error) {
res.status(500).json({ error: error.message });
}
});
const PORT = process.env.PORT || 3000;
app.listen(PORT, () => console.log(`Server running on port ${PORT}`));
const express = require('express');
const axios = require('axios');
const app = express();
app.use(express.json());
// Endpoint to verify a patient's insurance and update their record on Lovable platform.
app.post('/api/verify-insurance', async (req, res) => {
try {
const { patientId, insuranceNumber } = req.body;
// Call an external Insurance API to verify the provided insurance number.
const insuranceResponse = await axios.post('https://api.externalinsurance.com/verify', {
insuranceNumber
});
if (insuranceResponse.data && insuranceResponse.data.status === 'verified') {
// After successful verification, update the patient's record on Lovable via its external API.
const updateResponse = await axios.put(`https://api.lovable.com/patients/${patientId}/insurance`, {
verified: true,
provider: insuranceResponse.data.provider,
planDetails: insuranceResponse.data.planDetails
});
return res.json({
success: true,
message: 'Insurance verified and patient record updated successfully.',
data: updateResponse.data
});
} else {
return res.status(400).json({
success: false,
message: 'Insurance verification failed.'
});
}
} catch (error) {
return res.status(500).json({
success: false,
message: 'An error occurred during the verification process.',
error: error.message
});
}
});
const PORT = process.env.PORT || 4000;
app.listen(PORT, () => console.log(`Server is running on port ${PORT}`));
const express = require('express');
const axios = require('axios');
const mongoose = require('mongoose');
mongoose.connect('mongodb://localhost:27017/lovable_medical_records', {
useNewUrlParser: true,
useUnifiedTopology: true
});
const patientSchema = new mongoose.Schema({
firstName: String,
lastName: String,
dob: Date,
medicalHistory: [{
date: Date,
description: String,
doctor: String
}],
lovId: String,
createdAt: { type: Date, default: Date.now }
});
const Patient = mongoose.model('Patient', patientSchema);
const app = express();
app.use(express.json());
app.post('/api/merge-patients', async (req, res) => {
try {
const { primaryId, duplicateId } = req.body;
const primaryPatient = await Patient.findById(primaryId);
const duplicatePatient = await Patient.findById(duplicateId);
if (!primaryPatient || !duplicatePatient) {
return res.status(404).json({ error: 'One or both patients not found' });
}
// Merge medical histories by avoiding duplicate entries.
const historyMap = new Map();
primaryPatient.medicalHistory.forEach(record => {
historyMap.set(record.date.toISOString() + record.description, record);
});
duplicatePatient.medicalHistory.forEach(record => {
const key = record.date.toISOString() + record.description;
if (!historyMap.has(key)) {
primaryPatient.medicalHistory.push(record);
}
});
await primaryPatient.save();
await Patient.findByIdAndDelete(duplicateId);
// Notify the Lovable central system about the merge.
await axios.post('https://api.lovable.com/patients/merge', {
primaryLovId: primaryPatient.lovId,
mergedLovId: duplicatePatient.lovId
});
res.json(primaryPatient);
} catch (error) {
res.status(500).json({ error: error.message });
}
});
const PORT = process.env.PORT || 5000;
app.listen(PORT, () => console.log(`Server running on port ${PORT}`));
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Starting a new venture? Need to upgrade your web app? RapidDev builds application with your growth in mind.
Understanding the Application Requirements
Planning the Architecture
Choosing the Right AI Code Generator Tool
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