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A smart Healthcare System: Reducing False Predictions of Chronic Diseases Using IoT and Machine Learning - Tapa blanda

Rathkanthiwar, Shubhangi; KALE, YOGESH

 
9786206766186: A smart Healthcare System: Reducing False Predictions of Chronic Diseases Using IoT and Machine Learning
Tapa blanda
ISBN 10: 6206766187 ISBN 13: 9786206766186
Editorial: LAP LAMBERT Academic Publishing, 2025

Sinopsis

The book "Smart Healthcare Systems: Reducing False Predictions of Chronic Diseases Using IoT and Machine Learning" presents an innovative, cost-effective IoT-based Ambulatory Blood Pressure Monitoring (IABPM) system aimed at real-time tracking and early detection of Chronic Heart Disease (CHD). It leverages wearable sensors and cloud integration to record blood pressure and pulse data throughout the day, enhancing patient mobility and care. The system applies ML algorithms like Naïve Bayes, KNN, Decision Tree, SVM, and XGBoost to clinical datasets (SMHRCE and Kaggle) to predict Early Warning Scores (EWS). The proposed model shows high accuracy (up to 99.85%) and helps reduce healthcare costs, support proactive intervention, and improve diagnostic precision. The project bridges gaps in traditional ABPM systems by offering continuous monitoring, automated alerts, and cloud accessibility—paving the way for improved chronic disease management through technology integration.

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2025
Idioma
Inglés
ISBN 10 
6206766187
ISBN 13 
9786206766186
Encuadernación
Tapa blanda
Número de páginas
120
Contacto del fabricante
no disponible
Persona responsable
no disponible