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 Feature selection/dimensionality reduction Description An account of the resource In today's world, medical image analysis is a critical component of research, and it has been extensively explored over the last few decades. Machine learning in healthcare is a fantastic advancement that will improve disease detection efficiency and accuracy. In many circumstances, it will also allow for early detection and treatment in remote or developing areas. The amount of medical data created by various applications is growing all the time, creating a bottleneck for analysis and necessitating the use of a machine learning method for feature selection and dimensionality reduction techniques. Feature selection is an important concept of machine learning since it affects the model's performance and the data parameters you utilize to train your machine learning models to have a big influence on the performance. The approach of minimizing the number of inputs in training data by reducing the dimension of your feature set is known as dimensionality reduction. Reduced dimensionality aids in the overall performance of the machine learning algorithms. 2023 River Publishers. Creator An entity primarily responsible for making the resource Stephen D.; Aswathy S.U.; Sajan P.P.; Thomas J. Source A related resource from which the described resource is derived Machine Learning for Healthcare Systems: Foundations and Applications, pp. 169-185. Publisher An entity responsible for making the resource available River Publishers Date A point or period of time associated with an event in the lifecycle of the resource 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="" target="_blank" rel="noreferrer noopener"></a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85160591199&amp;partnerID=40&amp;md5=ad6daf0ce822803ac2f8c19b60d9c61d" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85160591199&amp;partnerID=40&amp;md5=ad6daf0ce822803ac2f8c19b60d9c61d</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-877022810-7; 978-877022811-4 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 Stephen D., Department of Computer Science and Engineering, Jyothi Engineering College, India; Aswathy S.U., Department of Computer Science and Engineering, Jyothi Engineering College, India; Sajan P.P., C-DAC, India; Thomas J., Department of Computer Science and Engineering, Christ University, India