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Enhanced Prognostication of Early Breast Cancer Outcomes Using Deep Learning on Merged Multistain and Multicolor-Depth Tumor Histopathology.

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Title: Enhanced Prognostication of Early Breast Cancer Outcomes Using Deep Learning on Merged Multistain and Multicolor-Depth Tumor Histopathology.
Authors: Lin Y; Electrical & Computer Engineering Department, Faculty of Engineering, University of Alberta, 116 Street, Edmonton, Canada T6G 1H9., Li X; Electrical & Computer Engineering Department, Faculty of Engineering, University of Alberta, 116 Street, Edmonton, Canada T6G 1H9., Milovanović J; Department of Experimental Oncology, Institute of Oncology and Radiology of Serbia, Pasterova 14, Belgrade 11000, Serbia., Todorović Raković N; Department of Experimental Oncology, Institute of Oncology and Radiology of Serbia, Pasterova 14, Belgrade 11000, Serbia., Vranes V; Department of Basic and Environmental Science, Instituto Tecnológico de Santo Domingo (INTEC), Avenida de Los Próceres #49, Los Jardines del Norte, Santo Domingo 10602, Dominican Republic., Vujasinović T; Department of Experimental Oncology, Institute of Oncology and Radiology of Serbia, Pasterova 14, Belgrade 11000, Serbia., Kanjer K; Department of Experimental Oncology, Institute of Oncology and Radiology of Serbia, Pasterova 14, Belgrade 11000, Serbia., Radulovic M; Department of Experimental Oncology, Institute of Oncology and Radiology of Serbia, Pasterova 14, Belgrade 11000, Serbia.
Source: Microscopy and microanalysis : the official journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canada [Microsc Microanal] 2025 May 09; Vol. 31 (3).
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 9712707 Publication Model: Print Cited Medium: Internet ISSN: 1435-8115 (Electronic) Linking ISSN: 14319276 NLM ISO Abbreviation: Microsc Microanal Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Enhanced Prognostication of Early Breast Cancer Outcomes Using Deep Learning on Merged Multistain and Multicolor-Depth Tumor Histopathology.
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  Data: <searchLink fieldCode="AU" term="%22Lin+Y%22">Lin Y</searchLink>; Electrical & Computer Engineering Department, Faculty of Engineering, University of Alberta, 116 Street, Edmonton, Canada T6G 1H9.<br /><searchLink fieldCode="AU" term="%22Li+X%22">Li X</searchLink>; Electrical & Computer Engineering Department, Faculty of Engineering, University of Alberta, 116 Street, Edmonton, Canada T6G 1H9.<br /><searchLink fieldCode="AU" term="%22Milovanović+J%22">Milovanović J</searchLink>; Department of Experimental Oncology, Institute of Oncology and Radiology of Serbia, Pasterova 14, Belgrade 11000, Serbia.<br /><searchLink fieldCode="AU" term="%22Todorović+Raković+N%22">Todorović Raković N</searchLink>; Department of Experimental Oncology, Institute of Oncology and Radiology of Serbia, Pasterova 14, Belgrade 11000, Serbia.<br /><searchLink fieldCode="AU" term="%22Vranes+V%22">Vranes V</searchLink>; Department of Basic and Environmental Science, Instituto Tecnológico de Santo Domingo (INTEC), Avenida de Los Próceres #49, Los Jardines del Norte, Santo Domingo 10602, Dominican Republic.<br /><searchLink fieldCode="AU" term="%22Vujasinović+T%22">Vujasinović T</searchLink>; Department of Experimental Oncology, Institute of Oncology and Radiology of Serbia, Pasterova 14, Belgrade 11000, Serbia.<br /><searchLink fieldCode="AU" term="%22Kanjer+K%22">Kanjer K</searchLink>; Department of Experimental Oncology, Institute of Oncology and Radiology of Serbia, Pasterova 14, Belgrade 11000, Serbia.<br /><searchLink fieldCode="AU" term="%22Radulovic+M%22">Radulovic M</searchLink>; Department of Experimental Oncology, Institute of Oncology and Radiology of Serbia, Pasterova 14, Belgrade 11000, Serbia.
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  Data: <searchLink fieldCode="JN" term="%229712707%22">Microscopy and microanalysis : the official journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canada</searchLink> [Microsc Microanal] 2025 May 09; Vol. 31 (3).
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  Data: Journal Article; Research Support, Non-U.S. Gov't
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Oxford+University+Press%22">Oxford University Press </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9712707 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1435-8115 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214319276%22">14319276 </searchLink><i>NLM ISO Abbreviation: </i>Microsc Microanal <i>Subsets: </i>MEDLINE
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        Value: 10.1093/mam/ozaf044
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        Text: English
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      – TitleFull: Enhanced Prognostication of Early Breast Cancer Outcomes Using Deep Learning on Merged Multistain and Multicolor-Depth Tumor Histopathology.
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            – D: 09
              M: 05
              Text: 2025 May 09
              Type: published
              Y: 2025
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            – TitleFull: Microscopy and microanalysis : the official journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canada
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