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 Articles Article Faculty Publications -Articles 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 Automated segmentation and classification of nuclei in histopathological images Subject The topic of the resource annotated; classifier; computer-assisted diagnosis; deep learning; digital image analysis; histopathological images; machine learning; nuclear; nuclei; segmentation; whole slide images Description An account of the resource Various kinds of cancer are detected and diagnosed using histopathological analysis. Recent advances in whole slide scanner technology and the shift towards digitisation of whole slides have inspired the application of computational methods on histological data. Digital analysis of histopathological images has the potential to tackle issues accompanying conventional histological techniques, like the lack of objectivity and high variability. In this paper, we present a framework for the automated segmentation of nuclei from human histopathological whole slide images, and their classification using morphological and colour characteristics of the nuclei. The segmentation stage consists of two methods, thresholding and the watershed transform. The features of the segmented regions are recorded for the classification stage. Experimental results show that the knowledge from the selected features is capable of classifying a segmented object as a candidate nucleus and filtering out the incorrectly identified segments. Copyright 2022 Inderscience Enterprises Ltd. Creator An entity primarily responsible for making the resource Vincent S.; Chandra J. Source A related resource from which the described resource is derived International Journal of Biomedical Engineering and Technology, Vol-38, No. 3, pp. 249-266. Publisher An entity responsible for making the resource available Inderscience Publishers Date A point or period of time associated with an event in the lifecycle of the resource 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1504/IJBET.2022.121739" target="_blank" rel="noreferrer noopener">https://doi.org/10.1504/IJBET.2022.121739</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85128739597&amp;doi=10.1504%2FIJBET.2022.121739&amp;partnerID=40&amp;md5=b34d7968c2cf4da98adb1dd3f93f35ea" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85128739597&amp;doi=10.1504%2fIJBET.2022.121739&amp;partnerID=40&amp;md5=b34d7968c2cf4da98adb1dd3f93f35ea</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 17526418 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 Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Vincent S., Department of Computer Science, CHRIST (Deemed to be University), Bangalore, India; Chandra J., Department of Computer Science, CHRIST (Deemed to be University), Bangalore, India