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). |
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| 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 |
| ISSN: | 1872-7565 |
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| DOI: | 10.1016/j.cmpb.2023.107518 |
