<?xml version="1.0" encoding="UTF-8"?><resource xmlns="http://datacite.org/schema/kernel-4"><identifier identifierType="URL">https://inrepscholar.com/projects/1003</identifier><creators><creator><creatorName>Samiratu Ntohsi</creatorName></creator></creators><titles><title>Detection System for Non-Communicable Diseases using Machine Learning</title></titles><publisher>African Leadership Univerisity</publisher><publicationYear>2021</publicationYear><resourceType resourceTypeGeneral="Text">Final Year Project</resourceType><descriptions><description descriptionType="Abstract">Noncommunicable diseases (NCDs) cause 70% of deaths globally, especially in low-income African countries. Early detection is crucial for prevention and treatment. This project aims to develop an automated system using machine learning for early detection of NCDs.</description></descriptions></resource>