Design and implementation of medical diagnosis system - case study of malaria Department: Computer Science By: olagok01 Project ID: 8844 Rating: (5.0) votes: 1Rate this project12345 Price:₦4000 Get the Complete MaterialAbstractMalaria remains a severe public health challenge, particularly in tropical and subtropical regions, causing significant morbidity and mortality due to challenges in timely and accurate diagnosis. Traditional diagnostic methods, such as microscopy and Rapid Diagnostic Tests (RDTs), are often hindered by the need for specialized equipment, trained personnel, and laboratory infrastructure, which are scarce in resource-poor and rural settings. This project addresses this critical gap by designing and implementing an intelligent, web-based medical diagnosis system for malaria. The system utilizes a hybrid approach, integrating a rule-based expert system with machine learning algorithms, including Decision Trees, Random Forests, and Naive Bayes, to analyze patient-reported symptoms such as fever, chills, vomiting, and headache. Developed using Python and accessible via a user-friendly web interface, the system provides a preliminary diagnosis, serving as a decision-support tool to aid healthcare workers and individuals in areas with limited medical resources. By enhancing the speed, accessibility, and accuracy of initial malaria screening, this system aims to reduce misdiagnosis, enable earlier treatment, and ultimately contribute to improved health outcomes in affected communities....Preview Download Preview +Other Computer Science project topics and materials you might be interested in»Design and Implementation of digital library system»Design and Implementation of a Virtual E-Learning System ( Case study of Lagos State University)»Design and Implementation of Student Project Management and Allocation System»Design and Implementation of online cash receipt generating system for a supermarket»Design and Implementation of a Software Result Processing and Transcript Generation System»Design and Implementation of computerized hospital database management system»Design and Implementation of a Hotel Database Management System and Service ( A Case Study of Winter Suites and Hotels, Owerri)»Design and Implementation of Online Birth and Death Registration System»Design and Implementation of Online Clearance System»Design and Implementation of Loan Management System with SMS Notification»Design and Implementation of Computerized Staff Record Department»Design and Implementation of Cyber Cafe Security»Design and Implementation of N.Y.S.C Posting System ( A case study of N.Y.S.C Enugu)»Design and Implementation of a Computerized Fraud Detection in a Bank»Design and Simulation of a Secured Wireless Network