dc.contributor.author | Tsapatsoulis, Nicolas | en |
dc.contributor.author | Schnorrenberg, Frank | en |
dc.contributor.author | Pattichis, Constantinos S. | en |
dc.contributor.author | Kollias, Stefanos | en |
dc.creator | Tsapatsoulis, Nicolas | en |
dc.creator | Schnorrenberg, Frank | en |
dc.creator | Pattichis, Constantinos S. | en |
dc.creator | Kollias, Stefanos | en |
dc.date.accessioned | 2019-11-13T10:42:32Z | |
dc.date.available | 2019-11-13T10:42:32Z | |
dc.date.issued | 1997 | |
dc.identifier.uri | http://gnosis.library.ucy.ac.cy/handle/7/55093 | |
dc.description.abstract | A study for breast cancer nuclei detection is presented in this paper. The proposed algorithm determines the centers of nuclei in biopsy images using block-based processing of the images followed by singular value decomposition of each block. The Normalized Singular Value Vector, which consists of the normalized singular values of the block in decreasing order, is fed as input to an appropriate neural network which classifies the block into nuclei and background ones. Examples are presented which illustrate the ability of the proposed technique to model the knowledge provided by experts in the nuclei detection task. | en |
dc.publisher | IEEE Comp Soc | en |
dc.source | IEEE International Conference on Image Processing | en |
dc.source | Proceedings of the 1997 International Conference on Image Processing. Part 2 (of 3) | en |
dc.source.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-0031353259&partnerID=40&md5=2fda71710bc8b3ae78b60198e281501d | |
dc.subject | Algorithms | en |
dc.subject | Neural networks | en |
dc.subject | Oncology | en |
dc.subject | Vectors | en |
dc.subject | Image analysis | en |
dc.subject | Medical imaging | en |
dc.subject | Expert systems | en |
dc.subject | Breast cancer nuclei detection | en |
dc.subject | Singular value decomposition method | en |
dc.title | Image analysis system for automated detection of breast cancer nuclei | en |
dc.type | info:eu-repo/semantics/conferenceObject | |
dc.description.volume | 3 | |
dc.description.startingpage | 512 | |
dc.description.endingpage | 515 | |
dc.author.faculty | 002 Σχολή Θετικών και Εφαρμοσμένων Επιστημών / Faculty of Pure and Applied Sciences | |
dc.author.department | Τμήμα Πληροφορικής / Department of Computer Science | |
dc.type.uhtype | Conference Object | en |
dc.description.notes | <p>Sponsors: IEEE | en |
dc.description.notes | Conference code: 47482 | en |
dc.description.notes | Cited By :1</p> | en |
dc.contributor.orcid | Pattichis, Constantinos S. [0000-0003-1271-8151] | |
dc.contributor.orcid | Tsapatsoulis, Nicolas [0000-0002-6739-8602] | |
dc.gnosis.orcid | 0000-0003-1271-8151 | |
dc.gnosis.orcid | 0000-0002-6739-8602 | |