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Multilayer outperforms single-layer slide scanning in AI-based classification of whole slide images with low-burden acid-fast mycobacteria (AFB).

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Title: Multilayer outperforms single-layer slide scanning in AI-based classification of whole slide images with low-burden acid-fast mycobacteria (AFB).
Authors: Nurzynska K; Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology, Gliwice, Poland., Li D; Cedars Sinai Medical Center, Inflammatory Bowel & Immunobiology Research Institute, Los Angeles, CA, USA., Walts AE; Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA., Gertych A; Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA; Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA; Faculty of Biomedical Engineering, Silesian University of Technology, Gliwice, Poland. Electronic address: arkadiusz.gertych@cshs.org.
Source: Computer methods and programs in biomedicine [Comput Methods Programs Biomed] 2023 Jun; Vol. 234, pp. 107518. Date of Electronic Publication: 2023 Mar 28.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8506513 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-7565 (Electronic) Linking ISSN: 01692607 NLM ISO Abbreviation: Comput Methods Programs Biomed Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Multilayer outperforms single-layer slide scanning in AI-based classification of whole slide images with low-burden acid-fast mycobacteria (AFB).
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  Data: <searchLink fieldCode="AU" term="%22Nurzynska+K%22">Nurzynska K</searchLink>; Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology, Gliwice, Poland.<br /><searchLink fieldCode="AU" term="%22Li+D%22">Li D</searchLink>; Cedars Sinai Medical Center, Inflammatory Bowel & Immunobiology Research Institute, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Walts+AE%22">Walts AE</searchLink>; Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Gertych+A%22">Gertych A</searchLink>; Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA; Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA; Faculty of Biomedical Engineering, Silesian University of Technology, Gliwice, Poland. Electronic address: arkadiusz.gertych@cshs.org.
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  Data: <searchLink fieldCode="JN" term="%228506513%22">Computer methods and programs in biomedicine</searchLink> [Comput Methods Programs Biomed] 2023 Jun; Vol. 234, pp. 107518. <i>Date of Electronic Publication: </i>2023 Mar 28.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier+Scientific+Publishers%22">Elsevier Scientific Publishers </searchLink><i>Country of Publication: </i>Ireland <i>NLM ID: </i>8506513 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1872-7565 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2201692607%22">01692607 </searchLink><i>NLM ISO Abbreviation: </i>Comput Methods Programs Biomed <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.cmpb.2023.107518
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      – Code: eng
        Text: English
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      – TitleFull: Multilayer outperforms single-layer slide scanning in AI-based classification of whole slide images with low-burden acid-fast mycobacteria (AFB).
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              Text: 2023 Jun
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