Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Book Chapter Book Chapter Faculty Publications- Book Chapter Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Longitudinal study on noncommunicable diseases using machine learning Description An account of the resource This longitudinal case study thoroughly explores the intricate connection between body mass index (BMI) and four key factors: physical health, psychological well-being, lifestyle choices, and the impact of diet on health. Through the analysis of longitudinal data, notable trends emerge, revealing an increase in risk factors for noncommunicable diseases (NCDs) and unhealthy behaviors over time. This highlights the combined impact of these interconnected factors on health outcomes and the risk of developing NCDs like heart disease, diabetes, and cancer. Leveraging machine learning, the study effectively identifies individuals at elevated risk for NCDs and dispels common health misconceptions, underscoring the significance of holistic wellness approaches. Serving as a beacon for the next generation, this study provides insights that contribute to shaping a healthier future. 2025 selection and editorial matter, Arun Kumar Rana, Vishnu Sharma, Sanjeev Kumar Rana, and Vijay Shanker Chaudhary; individual chapters, the contributors. All rights reserved. Creator An entity primarily responsible for making the resource Deepak J.K.; Salma M.U. Source A related resource from which the described resource is derived Evolution of Machine Learning and Internet of Things Applications in Biomedical Engineering, pp. 70-82. Publisher An entity responsible for making the resource available CRC Press Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1201/9781003476207-5" target="_blank" rel="noreferrer noopener">https://doi.org/10.1201/9781003476207-5</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85206550470&amp;doi=10.1201%2F9781003476207-5&amp;partnerID=40&amp;md5=57bbfc8ab8ed680ad82d3efd6e19f1f4" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85206550470&amp;doi=10.1201%2f9781003476207-5&amp;partnerID=40&amp;md5=57bbfc8ab8ed680ad82d3efd6e19f1f4</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-104014934-8; 978-103275923-4 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Book chapter Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Deepak J.K., Department of Statistics and Data Science, Christ (Deemed to Be University), Bengaluru, India; Salma M.U., Department of Statistics and Data Science, Christ (Deemed to Be University), Bengaluru, India