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 Analysis of U-Net and Modified VGG16 Technique for Mitosis Identification in Histopathology Images Subject The topic of the resource Augmentation; deep learning; histopathological images; mitosis detection; stain normalization Description An account of the resource One of the most frequently diagnosed cancers in women is breast cancer. Mitotic cells in breast histopathological images are a very important biomarker to diagnose breast cancer. Mitotic scores help medical professionals to grade breast cancer appropriately. The procedure of identifying mitotic cells is quite time-consuming. To speed up and improve the process, automated deep learning methods can be used. The suggested study aims to conduct analysis on the detection of mitotic cells using U-Net and modified VGG16 technique. In this study, pre-processing of the input images is done using stain normalization and enhancement processes. A modified VGG16 classifier is used to classify the segmented results after the altered image has been segmented using U-Net technology. The suggested method's robustness is evaluated using data from the MITOSIS 2012 dataset. The proposed strategy performed better with a precision of 86%,recall of 75% and F1-Score of 80%. 2024 IEEE. Creator An entity primarily responsible for making the resource Lijo J.; Saleema J.S. Source A related resource from which the described resource is derived 2024 International Conference on Wireless Communications, Signal Processing and Networking, WiSPNET 2024 Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. 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/10.1109/WiSPNET61464.2024.10533123" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/WiSPNET61464.2024.10533123</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85195137474&amp;doi=10.1109%2FWiSPNET61464.2024.10533123&amp;partnerID=40&amp;md5=75009d254d20eadabbadbfe4d7be6e14" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85195137474&amp;doi=10.1109%2fWiSPNET61464.2024.10533123&amp;partnerID=40&amp;md5=75009d254d20eadabbadbfe4d7be6e14</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835035084-5 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 Lijo J., Research Scholar, Christ (Deemed to Be University), Karnataka, Bengaluru, India, Christ Academy Institute for Advanced Studies, Karnataka, Bengaluru, India; Saleema J.S., Christ Deemed to Be University, Department of Computer Science, Karnataka, Bengaluru, India