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https://github.com/aryamagarwal/cureit

Cureit is a user-friendly doctor appointment booking platform designed to eliminate the inconvenience of long waiting times and streamline the process of scheduling medical consultations.
https://github.com/aryamagarwal/cureit

doctor-appointment-booking expressjs javascript nodejs reactvite redis-cache supabase tailwindcss tanstack-react-query

Last synced: 3 months ago
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Cureit is a user-friendly doctor appointment booking platform designed to eliminate the inconvenience of long waiting times and streamline the process of scheduling medical consultations.

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README 

          
# Cureit 🚀



## Introduction



Cureit is an **intuitive and robust** doctor appointment booking platform designed to **mitigate long waiting times** and **optimize** the scheduling process for medical consultations. The platform ensures a **seamless** user experience by enabling patients to book appointments effortlessly while equipping doctors with efficient schedule management tools. Cureit is powered by **Supabase** for authentication, database management, and real-time synchronization.



📽 **Demo Video**

🌐 **Deployed Project Link** -  [https://aryamagarwal.github.io/cureit](https://aryamagarwal.github.io/cureit)



## Index

- [Introduction](#introduction)

- [Features and Functions](#features-and-functions)

  - [Sign-Up and Login](#1-sign-up-and-login)

  - [Booking Appointment](#2-booking-appointment)

  - [Patient Dashboard](#3-patient-dashboard)

  - [Doctor Dashboard](#4-doctor-dashboard)

  - [Dynamic Queue Updates](#5-dynamic-queue-updates)

  - [AI-Powered Chatbot](#6-ai-powered-chatbot)

  - [Machine Learning Integration](#7-machine-learning-integration)

  - [Reminder System](#8-reminder-system)

  - [Online Prescriptions](#9-online-prescriptions)

  - [Feedback System](#10-feedback-system)

- [Tech Stack](#Technology-Stack)

- [Implementation Flowchart](#Implementation-Flowchart)

- [Continuous Improvement](#Continuous-Improvement)

- [Conclusion](#Conclusion)

- [Application Testing Guide](#application-testing-guide)



## Features and Functions



### 1. Sign-Up and Login



- Users receive an **email verification link** upon sign-up.

- After verification, they can log in using **email-password authentication**.

- **Role-based access control (RBAC)** for patients and doctors.

- Secure session handling via **Supabase Auth**.

- Post-login redirection to the **profile dashboard** for additional details.

- **Forgot Password** feature for secure password recovery.



### 2. Booking Appointment



Booking an appointment follows a structured **multi-step process** ensuring accuracy and an optimized workflow.



#### **Personal Details**



- Users input **key personal details** such as **name, age, gender, address, and health issue**.

- **Geolocation API integration** for fetching the user's **current location**.



#### **AI-Powered Doctor Specialization Suggestion**



- **AI-driven model** dynamically determines the **most suitable doctor specialization** based on user symptoms.

- Uses **TF-IDF** vectorization and a **Random Forest classifier** to analyze user input.

- Preprocessing techniques like emoji removal, spell correction (TextBlob), and stopword removal (NLTK) enhance input quality.

- If confidence is low, the ML model predicts the specialist with probability-based classification.



#### **Slot Selection**



- **Automated dynamic slot generation** based on real-time doctor availability.

- **Real-time slot updates** to **prevent double booking**, powered by **Supabase**.

- **Date picker** for selecting the consultation date.

- Displays **doctor profiles** with expertise tags, enabling users to make informed decisions.



#### **Review Booking**



- Users can **verify all appointment details** before finalizing the booking.

- **Editable appointment flow**, allowing users to revise selections before confirmation.

- **Future-proof payment gateway integration** for seamless transactions.



### 3. Patient Dashboard



The **Patient Dashboard** provides users with a centralized interface to manage appointments and profile details.



#### **Profile Section**



- Users can **update and manage** their **personal details**.

- **Profile image upload** functionality for enhanced personalization.



#### **Scheduled Appointments**



- Displays **real-time queue status** with an estimated consultation time.

- Option to **cancel scheduled appointments** as needed.



#### **Appointment History**



- Comprehensive record of previous consultations.

- Access to **digital prescriptions and doctor notes**.



### 4. Doctor Dashboard



The **Doctor Dashboard** provides an intelligent scheduling system for healthcare professionals.



#### **Profile Section**



- Doctors can **view** their **specialization, availability, and clinic details**.

- Profile updates are **restricted to administrators** to maintain data integrity.



#### **Live Queue Management**



- **Real-time queue visualization** for efficient patient flow management.

- Doctors can mark patient statuses as **checked-in, completed, or skipped**.



##### **Skipping an Appointment**



- Doctors can **skip an appointment** if a patient is unavailable or late.

- **Automated queue updates** notify the **next patient** in line.



##### **OTP Verification**



- **Secure OTP-based authentication** ensures **correct patient identification** before consultation.



#### **History**



- Maintains a **log of all past consultations**, including patient details.

- Allows doctors to **review and manage prescriptions and notes**.



### 5. Dynamic Queue Updates



- **Instant queue synchronization** using **Supabase real-time database**.

- **Future enhancement**: Instant patient notifications when their turn approaches.

- **Redis-based caching** for efficient queue management, enhancing scalability and responsiveness.



### 6. AI-Powered Chatbot



- **Retrieval-Augmented Generation (RAG)-based chatbot** for dynamic retrieval of medical knowledge.

- Uses **Faiss** with **Sentence Transformers** for fast and accurate FAQ retrieval based on user queries.

- Ensures **precise and personalized medical guidance**.

- Supports real-time interaction via a **FastAPI**-powered backend.



### 7. Machine Learning Integration



- **AI-assisted diagnostic insights** for **symptom-based doctor recommendations**.

- **Predictive analytics** for optimized appointment scheduling.



### 8. Reminder System



- **Automated email and SMS reminders** for upcoming consultations.



### 9. Online Prescriptions



- Doctors can **generate, upload, and digitally sign prescriptions**.

- Patients can **securely access and download prescriptions** from their dashboard.



### 10. Feedback System



- Patients can **submit structured feedback** for doctors.

- **AI-driven sentiment analysis** extracts **meaningful insights from patient feedback** using **DistilBERT** and **Sentence Transformers**.

- Uses precomputed embeddings for efficient similarity matching and tagging.

- Dynamically generates relevant expertise tags for doctor profiles based on **semantic similarity (Faiss)** and **keyword-based classification**.

- Enhances **user experience and service optimization**.



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## Technology Stack



- **Frontend:** React, Vite, Tailwind CSS

- **Backend:** Supabase (**PostgreSQL, Authentication, Real-time Database**), Node.js, Express.js, FastAPI

- **Machine Learning:** Python, Faiss, Sentence Transformers, Scikit-learn, Hugging Face Transformers, NLTK, TextBlob

- **Authentication:** Supabase Auth

- **Caching & Performance:** Redis for **high-speed data retrieval and scalability**

- **Data Fetching & State Management:** **TanStack React Query** for optimized client-server synchronization

- **Email Services:** Nodemailer for **automated email handling, including OTP-based authentication**

- **Deployment:** GitHub Pages, Render



---



## Implementation Flowchart



  

  

  My Image



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## Continuous Improvement



### 1) Reception Dashboard

- Patients check in by scanning a dynamic QR code.

- QR code updates periodically for security.



### 2) Managing Doctor Absences

- Each doctor has 5 buffer slots for emergencies.

- Patients can:

  - Choose another available doctor.

  - Reschedule their appointment.



### 3) Online Video Consultation

- Enable virtual appointments for remote consultations.

- Simple and user-friendly booking.



### 4) MBBS Intern Contributions

- Interns assist with minor cases via online consultations.

- Provides hands-on experience under supervision.



### 5) Secure Payment System

- Integrate payment gateway for smooth transactions and overall application robustness.



### 6) Real-Time Monitoring Dashboard

- Displays ongoing consultations at reception.

- Shows doctor and patient queue details.

- Helps manage waiting times efficiently.



These upgrades enhance efficiency, patient experience, and overall system effectiveness.



---

## Conclusion



Cureit **transforms the doctor appointment booking experience** by delivering a **high-performance, AI-integrated, and real-time platform** for **patients and doctors** alike. By leveraging **Supabase for real-time updates, authentication, and secure data management**, the platform ensures **uncompromised reliability and ease of use**. Features like **ML-based doctor recommendations, dynamic queue management, Redis caching for performance scaling, and digital prescriptions** position Cureit as a **cutting-edge solution enhancing healthcare accessibility and efficiency**.



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# Application Testing Guide



## Login Credentials for Testing Doctor Dashboard

Use the following doctor accounts to log in and test the application:



| Doctor Email               | Password      |

|----------------------------|--------------|

| doctor1@example.com       | password123  |

| doctor2@example.com       | password123  |

| doctor3@example.com       | password123  |

| doctor4@example.com       | password123  |

| doctor5@example.com       | password123  |

| doctor6@example.com       | password123  |

| doctor7@example.com       | password123  |

| doctor8@example.com       | password123  |

| doctor9@example.com       | password123  |

| doctor10@example.com      | password123  |



## Specializations Available in Database

Currently, the following doctor specializations are available in the database:



- Dermatologist

- Pediatrician

- Cardiologist

- Psychiatrist

- Orthopedic

- Neurologist

- Gynecologist

- Urologist

- ENT (Ear, Nose, Throat Specialist)

- General Physician



## Notes:

- The doctor data in the database is for **testing purposes only**.

- The **ML model** can map doctors to a **variety of other specializations** beyond those currently available in the database.



## Patient Dashboard Testing Guide



- Patients can sign up using their email ID.

- After email verification, they can log in and follow the booking workflow.

- Patients can edit their profile details, including name, age, and contact information.

- They can book, view and cancel appointments from their dashboard.

- Patients can access their medical history and view prescriptions and doctor's remarks (if any).



---