Personalized Cardiac Health Threat Prediction System: Enhancing Individual Health Insights
Keywords:
Cardiac illness, Threat predictive analysis Personalized health, Machine leaming, Preventive healthcare, Cardiovascular healthAbstract
The Personalized predictive analysis of Cardiac illness threat may crucial in support of effective preventive interventions and improved patient outcomes. In this study, we propose a novel approach utilizing the Nearest Neighbourhood hood Schema in support of personalized Cardiac illness threat predictive analysis. Leveraging a comprehensive dataset comprising demographic information, clinical measurements, lifestyle Aspects, and medical history, we employ the KNN schema onto generate individualized threat assessments in support of patients.
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