Deep Learning Enables Individual Xenograft Cell Classification in Histological Images by Analysis of Contextual Features.

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Title: Deep Learning Enables Individual Xenograft Cell Classification in Histological Images by Analysis of Contextual Features.
Authors: Juppet Q; Biomedical Imaging Group, School of Engineering, Ecole Polytechnique Fédéralé de Lausanne (EPFL), Lausanne, Switzerland.; EPFL Center for Imaging, Ecole Polytechnique Fédéralé de Lausanne (EPFL), Lausanne, Switzerland.; Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédéralé de Lausanne (EPFL), Lausanne, Switzerland., De Martino F; Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédéralé de Lausanne (EPFL), Lausanne, Switzerland., Marcandalli E; Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédéralé de Lausanne (EPFL), Lausanne, Switzerland., Weigert M; Institute of Bioengineering, School of Life Sciences, Ecole Polytechnique Fédéralé de Lausanne (EPFL), Lausanne, Switzerland., Burri O; BioImaging & Optics Platform, Ecole Polytechnique Fédéralé de Lausanne (EPFL), Lausanne, Switzerland., Unser M; Biomedical Imaging Group, School of Engineering, Ecole Polytechnique Fédéralé de Lausanne (EPFL), Lausanne, Switzerland., Brisken C; Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédéralé de Lausanne (EPFL), Lausanne, Switzerland. cathrin.brisken@epfl.ch., Sage D; Biomedical Imaging Group, School of Engineering, Ecole Polytechnique Fédéralé de Lausanne (EPFL), Lausanne, Switzerland. daniel.sage@epfl.ch.; EPFL Center for Imaging, Ecole Polytechnique Fédéralé de Lausanne (EPFL), Lausanne, Switzerland. daniel.sage@epfl.ch.
Source: Journal of mammary gland biology and neoplasia [J Mammary Gland Biol Neoplasia] 2021 Jun; Vol. 26 (2), pp. 101-112. Date of Electronic Publication: 2021 May 17.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Kluwer Academic/Plenum Publishers Country of Publication: United States NLM ID: 9601804 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1573-7039 (Electronic) Linking ISSN: 10833021 NLM ISO Abbreviation: J Mammary Gland Biol Neoplasia Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:1573-7039
DOI:10.1007/s10911-021-09485-4