Introduction

Welcome to the Night Coders' repository for GenAI in Health Care! This project aims to revolutionize the health care sector by leveraging advanced AI techniques, particularly focusing on skin disease assistance and overall well-being. By combining deep learning models and generative AI, we're striving to offer innovative solutions that enhance accessibility, efficiency, and effectiveness in health care.

Team Members

• Member 1: Vemburaj Konar
• Member 2: Mayur Pimpude
• Member 3: Heramb Pawar

Idea:

The idea revolves around developing a comprehensive health system with a web-based platform as its backbone. This platform will predominantly focus on assisting with skin diseases and promoting overall health and well-being. The key highlights of our idea include:

• Utilization of advanced AI techniques, including deep learning and generative AI.
• Integration of predictive analysis models for skin diseases.
• Provision of tailored nutritional support through a GenAI Dietician.
• Symptom input module for disease prediction.

Approach

Our approach encompasses the following key components:

• Integration of advanced deep learning models for predictive analysis of skin diseases.
• Utilization of GenAI system for generating detailed reports based on predicted conditions.
• Implementation of a dedicated GenAI Dietician for personalized nutritional support.
• Inclusion of a symptom input module for disease prediction.
• Use GAN in Hair Disease Test
• Use VGG and ResNet in Skin Disease Test
• To Use GAN to analyze Medical Reports

Innovation

The project stands out due to its groundbreaking innovations in the health care sector:

• Addressing critical gaps in skin disease solutions using cutting-edge technology (GenAI).
• Offering swift and seamless access to advanced diagnostic and treatment options.
• Redefining healthcare accessibility and efficacy by seamlessly connecting patients with expert physicians.

Technologies Used

• Frontend: React.js, BootStrap
• Backend: Python,Langchain,Flask,Node js,Sklearn,Tensor/Pytorch
• API:Gemini AI
• Database: MongoDB Atlas
• Model: Llama,Gen-AI

User Interface

Home Page

Skin and Hair Test Module

Doctor Appointment System

Future Scope

• Fine Tuning a Skin and Hair Test Module
• Fine Tuning a Report Analyzer to make reports more structured and concise
• Adding a Crew AI in Doctor System