Collection: Wound Healing Assay Dataset (WHAD) and Cell Adhesion and Motility Assay Dataset (CAMAD)

dc.contributer.affiliationIstanbul Technical University
dc.contributer.affiliationIzmir Institute of Technology
dc.contributer.affiliationIzmir Democracy University
dc.contributer.affiliationEpam Systems
dc.contributor.authorTöreyin, Behçet Uğur
dc.contributor.authorIheme, Leonardo O.
dc.contributor.authorÖnal, Sevgi
dc.contributor.authorErdem, Yusuf S.
dc.contributor.authorUçar, Mahmut
dc.contributor.authorYalçın Özuysal, Özden
dc.contributor.authorOkvur Pesen, Devrim
dc.contributor.authorÖney, Devrim
dc.contributor.departmentYapay Zeka ve Veri Mühendisliği
dc.date.accessioned2024-11-11T12:59:17Z
dc.date.available2024-11-11T12:59:17Z
dc.date.issued2024-10-16
dc.description.abstractthe Wound Healing Assay Dataset (WHAD) and the Cell Adhesion and Motility Assay Dataset (CAMAD). WHAD comprises time-lapse phase-contrast images of wound healing assays using genetically modified MCF10A and MCF7 cells, while CAMAD includes MDA-MB-231 and RAW 264.7 cells cultured on various substrates. These datasets offer diverse experimental conditions, comprehensive annotations, and high-quality imaging data, addressing gaps in existing resources. The collection methods, experimental designs, and annotation processes are detailed, emphasizing the reliability and utility of our datasets. WHAD and CAMAD enable researchers to develop robust algorithms for cell tracking, segmentation, and behavior analysis in phase-contrast microscopy images. The applications of these datasets span cancer research, image processing technique development, and automated analysis of wound healing and cell motility assays.
dc.identifier.doi10.1109/IEEEDATA.2024.3481394
dc.identifier.urihttp://hdl.handle.net/11527/25608
dc.identifier.urihttp://ekler.kutuphane.itu.edu.tr/polen/toreyin/camad.zip
dc.identifier.urihttps://ekler.kutuphane.itu.edu.tr/polen/toreyin/whadparts/wnew.zip
dc.identifier.urihttps://ekler.kutuphane.itu.edu.tr/polen/toreyin/whadparts/wnew.z01
dc.identifier.urihttps://ekler.kutuphane.itu.edu.tr/polen/toreyin/whadparts/wnew.z02
dc.identifier.urihttps://ekler.kutuphane.itu.edu.tr/polen/toreyin/whadparts/wnew.z03
dc.identifier.urihttps://ekler.kutuphane.itu.edu.tr/polen/toreyin/whadparts/wnew.z04
dc.identifier.urihttps://ekler.kutuphane.itu.edu.tr/polen/toreyin/whadparts/wnew.z05
dc.identifier.uri10.1109/IEEEDATA.2024.3481394
dc.language.isoen_US
dc.publisherIEEE Xplore
dc.sdg.typeGoal 9: Industry, Innovation and Infrastructure
dc.subjectWounds
dc.subjectMicroscopy
dc.subjectSubstrates
dc.subjectImage
dc.subjectSegmentation
dc.subjectBiomedical imaging
dc.subjectCell motility
dc.titleCollection: Wound Healing Assay Dataset (WHAD) and Cell Adhesion and Motility Assay Dataset (CAMAD)
dc.typeDataset

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