Please use this identifier to cite or link to this item: https://hdl.handle.net/11147/11784
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dc.contributor.authorKayan, Emre-
dc.contributor.authorKavuşan, Tarık-
dc.contributor.authorÖnal, Sevgi-
dc.contributor.authorPesen Okvur, Devrim-
dc.contributor.authorYalçın Özuysal, Özden-
dc.contributor.authorTöreyin, Behçet Uğur-
dc.contributor.authorÜnay, Devrim-
dc.date.accessioned2021-12-02T18:16:10Z-
dc.date.available2021-12-02T18:16:10Z-
dc.date.issued2020-
dc.identifier.isbn978-1-7281-8073-1-
dc.identifier.urihttps://hdl.handle.net/11147/11784-
dc.description2020 Medical Technologies Congress (TIPTEKNO) -- NOV 19-20, 2020 -- ELECTR NETWORKen_US
dc.description.abstractAnalyses of morphology, polarity, and motility of cells is important for cell biology research such as metastatic and invasive capacity of cells, wound healing, and embryonic development. Automation of such analyses using image series of phase-contrast optical microscopy, which allows label-free imaging of live cells in their living environment, is a need. With this purpose, in this study image series of a cell motility experiment is manually annotated, and an automation algorithm realizing motion and shape analyses of cells using the annotated data is developed. In addition, due to the low number of annotated data at hand, a U-Net based solution is devised for automated segmentation of the cells and its performance is evaluated.en_US
dc.language.isotren_US
dc.publisherIEEEen_US
dc.relation.ispartof2020 Medical Technologies Congress (Tiptekno)en_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectCell motilityen_US
dc.subjectPhase-contrast optical microscopyen_US
dc.subjectImage processingen_US
dc.subjectDeep learningen_US
dc.titleA preliminary study on cell motility analysis from phase-contrast microscopy image seriesen_US
dc.typeConference Objecten_US
dc.authorid0000-0001-8333-4193-
dc.authorid0000-0002-9882-132X-
dc.authorid0000-0003-0552-368X-
dc.institutionauthorÖnal, Sevgi-
dc.institutionauthorPesen Okvur, Devrim-
dc.institutionauthorYalçın Özuysal, Özden-
dc.departmentİzmir Institute of Technology. Molecular Biology and Geneticsen_US
dc.identifier.wosWOS:000659419900100en_US
dc.identifier.scopus2-s2.0-85099471929en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.authorwosidOnal, Sevgi/AAO-8438-2021-
item.openairetypeConference Object-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.fulltextWith Fulltext-
item.languageiso639-1tr-
item.cerifentitytypePublications-
item.grantfulltextopen-
crisitem.author.dept04.03. Department of Molecular Biology and Genetics-
crisitem.author.dept04.03. Department of Molecular Biology and Genetics-
Appears in Collections:Molecular Biology and Genetics / Moleküler Biyoloji ve Genetik
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection
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