Paper Key : IRJ************128
Author: Shreyas K
Date Published: 04 Jan 2025
Abstract
Clinical concept mapping (CCM) underlines the significance of relationships between the symptoms, diagnosis, treatment and medical literature in a patients case. This project is to create a web application of recommendations system for clinical concept mapping. Backend is Django, while frontend is React. This will allow for personalized and better clinical concepts mapping and their recommendations so that the decision making process of the doctors, patients and researchers is improved.The system incorporates basic functions such as user verification, an input-oriented concept mapping and recommendation system. Users can enter clinical information like symptoms or existing conditions and get suggestions based on the entered data and standard sets of clinical information like SNOMED CT or ICD-10. A dashboard aims to enhance the user experience by showing the concepts most recently searched for, those that have been recommended and the visual representation of the relationships which has been mapped in a graph or chart format that is interactive. Django REST Framework provides the communication layer between the backend and the React frontend while all the users, clinical data and interaction records are centralized in a PostgreSQL - relational database. This structure provides feasibility for using an approach based on modularity design, which enables to use in the future more evolved models of AI or ML for better recommendations.Given its functionality, ease of use, and visuals, it should close the divide between clinical data and action. It will also be useful for web development students and practitioners interested in the health care domain to explore the possibilities of a technological use in the clinical decision support system.
DOI LINK : 10.56726/IRJMETS65902 https://www.doi.org/10.56726/IRJMETS65902