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 Conference Papers Conference Paper Faculty Publications- Conference Papers 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 Hybrid Approach for Predicting Heart Disease Using Optimization Clustering and Image Processing Subject The topic of the resource Centroid clustering; Coronary artery blockage; Genetic algorithm; Heart disease; Image processing; Predictive model Description An account of the resource Heart disease (cardiovascular disease) is one of the core issues prevalent in this generation. Every year, millions of people die due to various heart diseases. The problem occurs due to hereditary or changes in life styles. Various data mining techniques are used in order to predict heart diseases. Data mining increases the accuracy, precision, and sensitivity of the model being used. In the proposed hybrid approach for predicting heart disease using optimization clustering and image processing (Hy-OCIP) model, a hybrid approach is used to predict heart diseases with the help of optimization, clustering, and image processing. After the heart image is being processed, centroid clustering is used for clustering the processed imaged into a set of chromosomes for optimization. The optimization method used for our model is genetic algorithm. The same methods are performed for both, a healthy and a heart patient. As a result, the model used in this research is able to distinguish between a normal patient and a heart patient by a hybrid combination of image processing, clustering, and optimization. 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. Creator An entity primarily responsible for making the resource Paul N.K.; Harsha K.G.; Kumar P.; Philip S.; George J.P. Source A related resource from which the described resource is derived Smart Innovation, Systems and Technologies, Vol-195, pp. 355-362. Publisher An entity responsible for making the resource available Springer Science and Business Media Deutschland GmbH Date A point or period of time associated with an event in the lifecycle of the resource 2021-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-15-7078-0_33" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-15-7078-0_33</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85096467451&amp;doi=10.1007%2F978-981-15-7078-0_33&amp;partnerID=40&amp;md5=374940f37b12691e66c11b947e4bcd5e" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85096467451&amp;doi=10.1007%2f978-981-15-7078-0_33&amp;partnerID=40&amp;md5=374940f37b12691e66c11b947e4bcd5e</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 21903018; ISBN: 978-981157077-3 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 Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Paul N.K., CHRIST (Deemed to be University), Lavasa, Maharashtra, India; Harsha K.G., CHRIST (Deemed to be University), Lavasa, Maharashtra, India; Kumar P., CHRIST (Deemed to be University), Lavasa, Maharashtra, India; Philip S., CHRIST (Deemed to be University), Lavasa, Maharashtra, India; George J.P., CHRIST (Deemed to be University), Lavasa, Maharashtra, India