https://m2.mtmt.hu/ hun 2026-03-05 13:00 true true 1 4 4 20 100 1 4 DESC publishedYear false ASC firstAuthor true ASC title true BookChapter 36684774 VALIDATED true 0 false 2025-12-28T19:42:17.821+0000 2025-12-28T19:40:53.989+0000 2025-12-28T19:40:52.770+0000 true 521 Szuper Admin /api/admin/521 Admin true 2025-12-28T19:40:52.692+0000 2025-12-28T19:40:52.692+0000 2025-12-28T19:40:53.026+0000 true 521 Szuper Admin /api/admin/521 Admin true false false true 25 25 /api/publicationtype/25 PublicationType 2 true 25 BookChapter true 10000312 Conference paper true 25 25 /api/publicationtype/25 PublicationType 2 true 25 BookChapter /api/subtype/10000312 Konferenciaközlemény SubType 228 true 10000312 true 1 /api/category/1 Category true 1 Serrano-Anton, Belen MAR-DTN: Metal Artifact Reduction Using Domain Transformation Network for Radiotherapy Planning 143 159 143 17 2025 2025 true true true true false NONE 2025-12-28 false 0 0 0 0 0 0 0 0 0 0 0 0 1 1 false false false false 3 24 0 8 0 true true 10002 English /api/language/10002 Angol Language true 2 false true 15258 true 10022 /api/country/10022 Country true 18 /api/city/15258 City true 10006686 true 30767575 /api/publicationidentifier/30767575 https://www.worldcat.org/search?q=isbn%3A9783031781940 9783031781940 PublicationIdentifier true 122 ISBN https://www.worldcat.org/search?q=isbn%3A@@@ /api/publicationsource/122 ISBN PlainSource true true 10002 /api/publicationsourcetype/10002 PublicationSourceType true false 122 true false true 30767576 /api/publicationidentifier/30767576 https://www.worldcat.org/search?q=isbn%3A9783031781957 9783031781957 PublicationIdentifier true 122 ISBN https://www.worldcat.org/search?q=isbn%3A@@@ /api/publicationsource/122 ISBN PlainSource true true 10002 /api/publicationsourcetype/10002 PublicationSourceType true false 122 true false /api/publication/36681737 true true 23 23 /api/publicationtype/23 PublicationType 3 true 23 Book PATTERN RECOGNITION, ICPR 2024, PT XI false 36681737 false true true true true 10000144 Conference proceedings true 23 23 /api/publicationtype/23 PublicationType 3 true 23 Book /api/subtype/10000144 Konferenciakötet SubType 345 true 10000144 false Book 2025 true 1 /api/category/1 Category true 1 false Language 10002 /api/language/10002 Angol English true 2 true PersonAuthorship 131096860 /api/authorship/131096860 1 0.125 true false true Serrano-Anton Belen true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 131096861 /api/authorship/131096861 2 0.125 false false false Rehman Mubashara true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 131096862 /api/authorship/131096862 3 0.125 false false false Martinel Niki true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 131096863 /api/authorship/131096863 4 0.125 false false false Avanzo Michele true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 131096864 /api/authorship/131096864 5 0.125 false false false Spizzo Riccardo true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 131096865 /api/authorship/131096865 6 0.125 false false false Fanetti Giuseppe true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 131096866 /api/authorship/131096866 7 0.125 false false false Munuzuri Alberto P. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 131096867 /api/authorship/131096867 8 0.125 false true false Micheloni Christian true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PublicationIdentifier 30773704 /api/publicationidentifier/30773704 PlainSource 6 /api/publicationsource/6 PublicationSourceType 10001 /api/publicationsourcetype/10001 true true true DOI DOI https://doi.org/@@@ true true 6 true 10.1007/978-3-031-78195-7_10 https://doi.org/10.1007/978-3-031-78195-7_10 false true PublicationIdentifier 30773703 /api/publicationidentifier/30773703 PlainSource 1 /api/publicationsource/1 PublicationSourceType 10003 /api/publicationsourcetype/10003 false true true WoS WoS https://www.webofscience.com/wos/woscc/full-record/@@@ true true 1 true IDENTICAL 001565037200010 https://www.webofscience.com/wos/woscc/full-record/001565037200010 false true Keyword 1320899 /api/keyword/1320899 true 1320899 true Keyword 3650699 /api/keyword/3650699 true true Keyword 4060894 /api/keyword/4060894 true true Keyword 4060895 /api/keyword/4060895 true true /api/publication/36684774 <div class="BookChapter Publication long-list"> <div class="authors"> <img title="Idézőközlemény" style="float: left" src="/frontend/resources/grid/publication-citation-icon.png"> <div class="autype autype0"> <span class="author-name" >Serrano-Anton Belen ✉ </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Rehman Mubashara </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Martinel Niki </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Avanzo Michele </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Spizzo Riccardo </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Fanetti Giuseppe </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Munuzuri Alberto P. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Micheloni Christian </span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;36684774" target="_blank">MAR-DTN: Metal Artifact Reduction Using Domain Transformation Network for Radiotherapy Planning</a></div> <div class="InBook"><div class="chapter-in">In:</div> <div class="authors"> <div class="autype autype-1"> <span class="author-name" >Antonacopoulos A </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Chaudhuri S </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Chellappa R </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Liu CL </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Bhattacharya S </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Pal U </span> (szerk.) </div> </div> <div class="booktitle"><a href="/gui2/?mode=browse&params=publication;36681737" target="_blank">PATTERN RECOGNITION, ICPR 2024, PT XI </a></div> <div class="conference"> Konferencia helye, ideje: <span class="location">Kolkata, India <span class="conference-date">2024.12.01. - 2024.12.05.</span> </div> <span class="publishedAt">Cham: <span class="publishers">SPRINGER INTERNATIONAL PUBLISHING AG</span>, <span class="page"> pp 143-159 </span> <span class="year">(2025)</span> ( <span class="seriesTitle">Lecture Notes in Computer Science</span> <span class="issn">0302-9743</span> <span class="issn">1611-3349</span> ) </div> <div class="pub-footer"> <span class="language" xmlns="http://www.w3.org/1999/html">Nyelv: Angol | </span> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <a style="color:black" title="10.1007/978-3-031-78195-7_10" target="_blank" href="https://doi.org/10.1007/978-3-031-78195-7_10"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="001565037200010" target="_blank" href="https://www.webofscience.com/wos/woscc/full-record/001565037200010"> WoS </a> </span> </span> <span class="bookchapter-ids">Befoglaló link(ek):</span> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <span class="isbnOrIssn"> ISBN: </span> <a style="color:black" title="9783031781940" target="_blank" href="https://www.worldcat.org/search?q=isbn%3A9783031781940"> 9783031781940 </a> </span> <span class="id identifier oa_none" title="none"> <span class="isbnOrIssn"> ISBN: </span> <a style="color:black" title="9783031781957" target="_blank" href="https://www.worldcat.org/search?q=isbn%3A9783031781957"> 9783031781957 </a> </span> </span> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;36684774&sort=publishedYear,desc&sort=title"> Idézett közlemények száma: 1 </a> </div> <div class="mtid"><span class="long-pub-mtid">Közlemény: 36684774</span> | <span class="status-data status-VALIDATED"> Egyeztetett </span> <span class="long-book-mtid">Befoglaló: 36681737</span> Idéző | <span class="type-subtype">Könyvrészlet ( Konferenciaközlemény ) </span> | <span class="pub-category">Tudományos</span> | <span class="publication-sourceOfData">WoS-XML</span> </div> <div class="lastModified">Utolsó módosítás: 2025.12.28. 20:40 Szuper Admin (admin) </div> </div> </div> JournalArticle 34640501 VALIDATED true Department of Radiology, Isala, 8025 AB Zwolle, Netherlands Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centre, AZ Amsterdam, 1105, Netherlands Amsterdam Movement Sciences, BT Amsterdam, 1081, Netherlands Department of Medical Physics, Isala, 8025 AB Zwolle, Netherlands Cited By :12 Export Date: 16 November 2024 CODEN: EJRAD Correspondence Address: Selles, M.; Department of RadiologyNetherlands; email: m.selles@isala.nl 0 false 2025-09-08T14:11:30.705+0000 2024-02-20T06:22:06.020+0000 2024-02-20T06:22:04.953+0000 true 521 Szuper Admin /api/admin/521 Admin true 2024-11-16T15:26:10.399+0000 2024-02-20T06:22:05.228+0000 true 521 Szuper Admin /api/admin/521 Admin true false false true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle true 1134514 Survey paper true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle /api/subtype/1134514 Összefoglaló cikk SubType 102 true 1134514 true 1 /api/category/1 Category true 1 Selles, Mark Advances in metal artifact reduction in CT images: A review of traditional and novel metal artifact reduction techniques true true /api/journal/1521 REVIEWED true false 1521 false 1521 true 0720-048X 1872-7727 Journal FOREIGN 170 111276 111276 13 2024 2024 true true true false false NONE 2025-09-08 false 0 0 0 0 0 0 0 0 0 0 0 0 1 1 Q1 false false false false 3 24 0 5 0 true Language 10002 /api/language/10002 Angol English true 2 true PersonAuthorship 114915830 /api/authorship/114915830 1 0.2 true false true Selles Mark true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 114915831 /api/authorship/114915831 2 0.2 false false false van Osch Jochen A. C. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 114915832 /api/authorship/114915832 3 0.2 false false false Maas Mario true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 114915833 /api/authorship/114915833 4 0.2 false false false Boomsma Martijn F. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 114915834 /api/authorship/114915834 5 0.2 false true false Wellenberg Ruud H. H. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PublicationIdentifier 25625936 /api/publicationidentifier/25625936 PlainSource 6 /api/publicationsource/6 PublicationSourceType 10001 /api/publicationsourcetype/10001 true true true DOI DOI https://doi.org/@@@ true true 6 true IDENTICAL 10.1016/j.ejrad.2023.111276 https://doi.org/10.1016/j.ejrad.2023.111276 false true PublicationIdentifier 25625935 /api/publicationidentifier/25625935 PlainSource 1 /api/publicationsource/1 PublicationSourceType 10003 /api/publicationsourcetype/10003 false true true WoS WoS https://www.webofscience.com/wos/woscc/full-record/@@@ true true 1 true IDENTICAL 001145234900001 https://www.webofscience.com/wos/woscc/full-record/001145234900001 false true PublicationIdentifier 27933710 /api/publicationidentifier/27933710 PlainSource 3 /api/publicationsource/3 PublicationSourceType 10003 /api/publicationsourcetype/10003 false true true Scopus Scopus http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-@@@ true true 3 true IDENTICAL 85180978351 http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85180978351 false true Classification 12215 /api/classification/12215 true true Keyword 3693 /api/keyword/3693 DUPLUM true 3693 true Keyword 11945 /api/keyword/11945 true 11945 true Keyword 1553041 /api/keyword/1553041 true true Keyword 1630042 /api/keyword/1630042 true true Keyword 2521874 /api/keyword/2521874 true true SjrRating 11482680 /api/sjrrating/11482680 513 0.24 journal RatingType 10002 /api/ratingtype/10002 sjr true true ClassificationExternal 2701 /api/classificationexternal/2701 true 2701 true Q1 DIRECT true true /api/publication/34640501 <div class="JournalArticle Publication long-list"> <div class="authors"> <img title="Idézőközlemény" style="float: left" src="/frontend/resources/grid/publication-citation-icon.png"> <div class="autype autype0"> <span class="author-name" >Selles Mark ✉ </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >van Osch Jochen A. C. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Maas Mario </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Boomsma Martijn F. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Wellenberg Ruud H. H. </span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;34640501" target="_blank">Advances in metal artifact reduction in CT images: A review of traditional and novel metal artifact reduction techniques</a></div> <div> <span class="journal-title">EUROPEAN JOURNAL OF RADIOLOGY</span> <span class="journal-issn">(<a target="_blank" href="https://portal.issn.org/resource/ISSN/0720-048X">0720-048X</a> <a target="_blank" href="https://portal.issn.org/resource/ISSN/1872-7727">1872-7727</a>)</span>: <span class="journal-volume">170</span> <span class="page"> Paper 111276. 13 p. </span> <span class="year">(2024)</span> </div> <div class="pub-footer"> <span class="language" xmlns="http://www.w3.org/1999/html">Nyelv: Angol | </span> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="10.1016/j.ejrad.2023.111276" target="_blank" href="https://doi.org/10.1016/j.ejrad.2023.111276"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="001145234900001" target="_blank" href="https://www.webofscience.com/wos/woscc/full-record/001145234900001"> WoS </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="85180978351" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85180978351"> Scopus </a> </span> </span> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;34640501&sort=publishedYear,desc&sort=title"> Idézett közlemények száma: 1 </a> </div> <div class="mtid"><span class="long-pub-mtid">Közlemény: 34640501</span> | <span class="status-data status-VALIDATED"> Egyeztetett </span> Idéző | <span class="type-subtype">Folyóiratcikk ( Összefoglaló cikk ) </span> | <span class="pub-category">Tudományos</span> | <span class="publication-sourceOfData">WoS-XML</span> </div> <div class="lastModified">Utolsó módosítás: 2024.02.20. 07:22 Szuper Admin (admin) </div> <pre class="comment" style="margin-top: 0; margin-bottom: 0;"><u>Megjegyzés</u>: Department of Radiology, Isala, 8025 AB Zwolle, Netherlands Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centre, AZ Amsterdam, 1105, Netherlands Amsterdam Movement Sciences, BT Amsterdam, 1081, Netherlands Department of Medical Physics, Isala, 8025 AB Zwolle, Netherlands ...</pre> </div></div> JournalArticle 35575326 VALIDATED true West China School of Clinical Medicine, Sichuan University, Chengdu, 610041, China Department of Radiology, West China Hospital, Sichuan University, Chengdu, 610041, China Department of Pharmacy, West China Hospital, Sichuan University, Chengdu, 610041, China Export Date: 16 November 2024 Correspondence Address: Pan, X.; Department of Radiology, China; email: hx_pxl@163.com 0 false 2024-12-04T13:51:36.350+0000 2024-12-04T13:48:37.490+0000 2024-11-16T15:25:53.861+0000 true 10062250 Molnár-Taga Márta /api/admin/10062250 Admin true 10062250 2024-11-17T13:41:36.210+0000 2024-11-17T13:41:36.210+0000 2024-12-04T13:48:37.745+0000 true 10015544 Csajbók Edit /api/admin/10015544 Admin true 10015544 false false true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle true 10000059 Article true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle /api/subtype/10000059 Szakcikk SubType 101 true 10000059 true 1 /api/category/1 Category true 1 Zhang, X. The clinical value of spectral CT combined with orthopedic metal artifact reduction technology in reducing artifacts from contrast media in enhanced chest CT of breast cancer patients 光谱 CT 结合金属伪影去除技术降低乳腺癌患者胸部增强 CT 对比剂硬化伪影的临床价值 true false /api/journal/10035637 REVIEWED true false 10035637 true 10035637 true 1005-1201 Journal FOREIGN 57 12 1353 1360 1353 8 2023 2024 true true true false false NONE 2024-12-04 false 0 0 0 0 0 0 0 0 0 0 0 0 1 1 Q4 false false false false 2024-12-03T13:48:37.363+0000 3 24 0 8 0 false Language 10040 /api/language/10040 Kínai Chinese true 10000079 true PersonAuthorship 121631209 /api/authorship/121631209 1 0.125 true false false Zhang X. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 121631210 /api/authorship/121631210 2 0.125 false false false Jiang S. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 121631211 /api/authorship/121631211 3 0.125 false false false Li D. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 121631212 /api/authorship/121631212 4 0.125 false false false Li Z. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 121631213 /api/authorship/121631213 5 0.125 false false false Yang F. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 121631214 /api/authorship/121631214 6 0.125 false false false Cheng Y. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 121631215 /api/authorship/121631215 7 0.125 false false false Zhu X. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 121631216 /api/authorship/121631216 8 0.125 false true true Pan X. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PublicationIdentifier 27933712 /api/publicationidentifier/27933712 PlainSource 6 /api/publicationsource/6 PublicationSourceType 10001 /api/publicationsourcetype/10001 true true true DOI DOI https://doi.org/@@@ true true 6 true IDENTICAL 10.3760/cma.j.cn112149-20231007-00256 https://doi.org/10.3760/cma.j.cn112149-20231007-00256 false true PublicationIdentifier 28062048 /api/publicationidentifier/28062048 PlainSource 61 /api/publicationsource/61 PublicationSourceType 10003 /api/publicationsourcetype/10003 false true true Wos-CSCD (Chinese) Wos-CSCD (Chinese) https://www.webofscience.com/wos/cscd/full-record/@@@ true true 61 true IDENTICAL 7610378 https://www.webofscience.com/wos/cscd/full-record/7610378 true true PublicationIdentifier 27933711 /api/publicationidentifier/27933711 PlainSource 3 /api/publicationsource/3 PublicationSourceType 10003 /api/publicationsourcetype/10003 false true true Scopus http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-@@@ true true 3 true IDENTICAL 85179788738 http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85179788738 false true SjrRating 11412613 /api/sjrrating/11412613 318 1.0 journal RatingType 10002 /api/ratingtype/10002 sjr true true ClassificationExternal 2741 /api/classificationexternal/2741 true 2741 true Q4 DIRECT true true /api/publication/35575326 <div class="JournalArticle Publication long-list"> <div class="authors"> <img title="Idézőközlemény" style="float: left" src="/frontend/resources/grid/publication-citation-icon.png"> <div class="autype autype0"> <span class="author-name" >Zhang X. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Jiang S. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Li D. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Li Z. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Yang F. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Cheng Y. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Zhu X. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Pan X. ✉ </span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;35575326" target="_blank">The clinical value of spectral CT combined with orthopedic metal artifact reduction technology in reducing artifacts from contrast media in enhanced chest CT of breast cancer patients</a></div> <div> <span class="journal-title">ZHONGHUA FANGSHEXUE ZAZHI / CHINESE JOURNAL OF RADIOLOGY</span> <span class="journal-issn">(<a target="_blank" href="https://portal.issn.org/resource/ISSN/1005-1201">1005-1201</a> )</span>: <span class="journal-volume">57</span> <span class="journal-issue">12</span> <span class="page"> pp 1353-1360 </span> <span class="year">(2023)</span> </div> <div class="pub-footer"> <span class="language" xmlns="http://www.w3.org/1999/html">Nyelv: Kínai | </span> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="10.3760/cma.j.cn112149-20231007-00256" target="_blank" href="https://doi.org/10.3760/cma.j.cn112149-20231007-00256"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="7610378" target="_blank" href="https://www.webofscience.com/wos/cscd/full-record/7610378"> Wos-CSCD (Chinese) </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="85179788738" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85179788738"> Scopus </a> </span> </span> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;35575326&sort=publishedYear,desc&sort=title"> Idézett közlemények száma: 1 </a> </div> <div class="mtid"><span class="long-pub-mtid">Közlemény: 35575326</span> | <span class="status-data status-VALIDATED"> Egyeztetett </span> Idéző | <span class="type-subtype">Folyóiratcikk ( Szakcikk ) </span> | <span class="pub-category">Tudományos</span> | <span class="publication-sourceOfData">Scopus</span> </div> <div class="lastModified">Utolsó módosítás: 2024.12.04. 14:48 Csajbók Edit (SE_KK_Admin5_CSE, admin) </div> <pre class="comment" style="margin-top: 0; margin-bottom: 0;"><u>Megjegyzés</u>: West China School of Clinical Medicine, Sichuan University, Chengdu, 610041, China Department of Radiology, West China Hospital, Sichuan University, Chengdu, 610041, China Department of Pharmacy, West China Hospital, Sichuan University, Chengdu, 610041, China Export Date: 16 November 2024 Corresponde...</pre> </div></div> JournalArticle 33436891 VALIDATED true Faculty of Engineering, University of Rijeka, Vukovarska 58, Rijeka, 51000, Croatia Clinical Hospital Center Rijeka, Krešimirova 42, Rijeka, 51000, Croatia Faculty of Medicine, University of Rijeka, Branchetta 20/1, Rijeka, 51000, Croatia Cited By :7 Export Date: 16 November 2024 Correspondence Address: Mrzljak, V.; Faculty of Engineering, Vukovarska 58, Croatia; email: vmrzljak@riteh.hr 0 false 2025-07-30T13:57:20.402+0000 2022-12-22T22:55:18.035+0000 2022-12-22T22:55:16.246+0000 true 521 Szuper Admin /api/admin/521 Admin true 2024-11-16T15:26:14.220+0000 2022-12-22T22:55:16.516+0000 true 521 Szuper Admin /api/admin/521 Admin true false false true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle true 10000059 Article true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle /api/subtype/10000059 Szakcikk SubType 101 true 10000059 true 1 /api/category/1 Category true 1 Segota, Sandi Baressi Semantic Segmentation of Urinary Bladder Cancer Masses from CT Images: A Transfer Learning Approach true true /api/journal/10035136 REVIEWED true false 10035136 false 10035136 true 2079-7737 Journal FOREIGN 10 11 1134 1134 25 2021 Simple Summary: Bladder cancer is a common cancer of the urinary tract, characterized by high metastatic potential and recurrence. The research applies a transfer learning approach on CT images (frontal, axial, and saggital axes) for the purpose of semantic segmentation of areas affected by bladder cancer. A system consisting of AlexNet network for plane recognition, using transfer learning-based U-net networks for the segmentation task. Achieved results show that the proposed system has a high performance, suggesting possible use in clinical practice.Abstract: Urinary bladder cancer is one of the most common cancers of the urinary tract. This cancer is characterized by its high metastatic potential and recurrence rate. Due to the high metastatic potential and recurrence rate, correct and timely diagnosis is crucial for successful treatment and care. With the aim of increasing diagnosis accuracy, artificial intelligence algorithms are introduced to clinical decision making and diagnostics. One of the standard procedures for bladder cancer diagnosis is computer tomography (CT) scanning. In this research, a transfer learning approach to the semantic segmentation of urinary bladder cancer masses from CT images is presented. The initial data set is divided into three sub-sets according to image planes: frontal (4413 images), axial (4993 images), and sagittal (996 images). First, AlexNet is utilized for the design of a plane recognition system, and it achieved high classification and generalization performances with an (AUC(micro)) over bar of 0.9999 and sigma(AUC(micro)) of 0.0006. Furthermore, by applying the transfer learning approach, significant improvements in both semantic segmentation and generalization performances were achieved. For the case of the frontal plane, the highest performances were achieved if pre-trained ResNet101 architecture was used as a backbone for U-net with (DSC) over bar up to 0.9587 and sigma(DSC) of 0.0059. When U-net was used for the semantic segmentation of urinary bladder cancer masses from images in the axial plane, the best results were achieved if pre-trained ResNet50 was used as a backbone, with a DSC up to 0.9372 and sigma(DSC) of 0.0147. Finally, in the case of images in the sagittal plane, the highest results were achieved with VGG-16 as a backbone. In this case, (DSC) over bar values up to 0.9660 with a sigma(DSC) of 0.0486 were achieved. From the listed results, the proposed semantic segmentation system worked with high performance both from the semantic segmentation and generalization standpoints. The presented results indicate that there is the possibility for the utilization of the semantic segmentation system in clinical practice. 2022 true true true false false GOLD 2025-07-30 false http://www.mdpi.com/journal/biology 0 0 0 0 0 0 0 0 0 0 0 0 2 2 Q1 false false false false 4 24 0 10 0 true Language 10002 /api/language/10002 Angol English true 2 true PersonAuthorship 105566449 /api/authorship/105566449 1 0.1 true false false Segota Sandi Baressi true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 105566450 /api/authorship/105566450 2 0.1 false false false Lorencin Ivan true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 105566451 /api/authorship/105566451 3 0.1 false false false Smolic Klara true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 105566452 /api/authorship/105566452 4 0.1 false false false Andelic Nikola true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 105566453 /api/authorship/105566453 5 0.1 false false false Markic Dean true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 105566454 /api/authorship/105566454 6 0.1 false false true Mrzljak Vedran true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 105566455 /api/authorship/105566455 7 0.1 false false false Stifanic Daniel true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 105566456 /api/authorship/105566456 8 0.1 false false false Musulin Jelena true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 105566457 /api/authorship/105566457 9 0.1 false false false Spanjol Josip true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 105566458 /api/authorship/105566458 10 0.1 false true false Car Zlatan true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PublicationIdentifier 22582106 /api/publicationidentifier/22582106 PlainSource 6 /api/publicationsource/6 PublicationSourceType 10001 /api/publicationsourcetype/10001 true true true DOI DOI https://doi.org/@@@ true true 6 true IDENTICAL 10.3390/biology10111134 https://doi.org/10.3390/biology10111134 false true PublicationIdentifier 22582105 /api/publicationidentifier/22582105 PlainSource 1 /api/publicationsource/1 PublicationSourceType 10003 /api/publicationsourcetype/10003 false true true WoS WoS https://www.webofscience.com/wos/woscc/full-record/@@@ true true 1 true IDENTICAL 000726575400001 https://www.webofscience.com/wos/woscc/full-record/000726575400001 false true PublicationIdentifier 27933714 /api/publicationidentifier/27933714 PlainSource 3 /api/publicationsource/3 PublicationSourceType 10003 /api/publicationsourcetype/10003 false true true Scopus Scopus http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-@@@ true true 3 true IDENTICAL 85119016618 http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85119016618 false true Classification 10545 /api/classification/10545 true true Keyword 3693 /api/keyword/3693 DUPLUM true 3693 true Keyword 11965 /api/keyword/11965 true 11965 true Keyword 12390 /api/keyword/12390 true 12390 true Keyword 1585924 /api/keyword/1585924 true true Keyword 1645653 /api/keyword/1645653 true true SjrRating 11185206 /api/sjrrating/11185206 43 0.24 journal RatingType 10002 /api/ratingtype/10002 sjr true true ClassificationExternal 1101 /api/classificationexternal/1101 true 1101 true Q1 DIRECT true true /api/publication/33436891 <div class="JournalArticle Publication long-list"> <div class="authors"> <img title="Idézőközlemény" style="float: left" src="/frontend/resources/grid/publication-citation-icon.png"> <div class="autype autype0"> <span class="author-name" >Segota Sandi Baressi </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Lorencin Ivan </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Smolic Klara </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Andelic Nikola </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Markic Dean </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Mrzljak Vedran ✉ </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Stifanic Daniel </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Musulin Jelena </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Spanjol Josip </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Car Zlatan </span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;33436891" target="_blank">Semantic Segmentation of Urinary Bladder Cancer Masses from CT Images: A Transfer Learning Approach</a></div> <div> <span class="journal-title">BIOLOGY-BASEL</span> <span class="journal-issn">( <a target="_blank" href="https://portal.issn.org/resource/ISSN/2079-7737">2079-7737</a>)</span>: <span class="journal-volume">10</span> <span class="journal-issue">11</span> <span class="page"> Paper 1134. 25 p. </span> <span class="year">(2021)</span> </div> <div class="pub-footer"> <span class="language" xmlns="http://www.w3.org/1999/html">Nyelv: Angol | </span> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="10.3390/biology10111134" target="_blank" href="https://doi.org/10.3390/biology10111134"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="000726575400001" target="_blank" href="https://www.webofscience.com/wos/woscc/full-record/000726575400001"> WoS </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="85119016618" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85119016618"> Scopus </a> </span> </span> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;33436891&sort=publishedYear,desc&sort=title"> Idézett közlemények száma: 2 </a> </div> <div class="mtid"><span class="long-pub-mtid">Közlemény: 33436891</span> | <span class="status-data status-VALIDATED"> Egyeztetett </span> Idéző | <span class="type-subtype">Folyóiratcikk ( Szakcikk ) </span> | <span class="pub-category">Tudományos</span> | <span class="publication-sourceOfData">WoS-XML</span> </div> <div class="lastModified">Utolsó módosítás: 2022.12.22. 23:55 Szuper Admin (admin) </div> <pre class="comment" style="margin-top: 0; margin-bottom: 0;"><u>Megjegyzés</u>: Faculty of Engineering, University of Rijeka, Vukovarska 58, Rijeka, 51000, Croatia Clinical Hospital Center Rijeka, Krešimirova 42, Rijeka, 51000, Croatia Faculty of Medicine, University of Rijeka, Branchetta 20/1, Rijeka, 51000, Croatia Cited By :7 Export Date: 16 November 2024 ...</pre> </div></div>