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Immune subtyping of melanoma whole slide images using multiple instance learning.

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Title: Immune subtyping of melanoma whole slide images using multiple instance learning.
Authors: Godson L; School of Computing, University of Leeds, Woodhouse, Leeds, LS2 9JT, United Kingdom. Electronic address: sclg@leeds.ac.uk., Alemi N; School of Computing, University of Leeds, Woodhouse, Leeds, LS2 9JT, United Kingdom., Nsengimana J; Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, NE1 7RU, United Kingdom., Cook GP; Leeds Institute of Medical Research, University of Leeds School of Medicine, St. James's University Hospital, Leeds, United Kingdom., Clarke EL; Department of Histopathology, Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom; Division of Pathology and Data Analytics, Leeds Institute of Cancer and Pathology, University of Leeds, Beckett Street, Leeds, LS9 7TF, United Kingdom., Treanor D; Department of Histopathology, Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom; Division of Pathology and Data Analytics, Leeds Institute of Cancer and Pathology, University of Leeds, Beckett Street, Leeds, LS9 7TF, United Kingdom; Department of Clinical Pathology and Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden; Centre for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden., Bishop DT; Leeds Institute of Medical Research, University of Leeds School of Medicine, St. James's University Hospital, Leeds, United Kingdom., Newton-Bishop J; Division of Pathology and Data Analytics, Leeds Institute of Cancer and Pathology, University of Leeds, Beckett Street, Leeds, LS9 7TF, United Kingdom., Gooya A; School of Computing, University of Glasgow, Glasgow, G12 8QQ, United Kingdom., Magee D; School of Computing, University of Leeds, Woodhouse, Leeds, LS2 9JT, United Kingdom.
Source: Medical image analysis [Med Image Anal] 2024 Apr; Vol. 93, pp. 103097. Date of Electronic Publication: 2024 Feb 01.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 9713490 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1361-8423 (Electronic) Linking ISSN: 13618415 NLM ISO Abbreviation: Med Image Anal Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Immune subtyping of melanoma whole slide images using multiple instance learning.
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  Data: <searchLink fieldCode="AU" term="%22Godson+L%22">Godson L</searchLink>; School of Computing, University of Leeds, Woodhouse, Leeds, LS2 9JT, United Kingdom. Electronic address: sclg@leeds.ac.uk.<br /><searchLink fieldCode="AU" term="%22Alemi+N%22">Alemi N</searchLink>; School of Computing, University of Leeds, Woodhouse, Leeds, LS2 9JT, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Nsengimana+J%22">Nsengimana J</searchLink>; Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, NE1 7RU, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Cook+GP%22">Cook GP</searchLink>; Leeds Institute of Medical Research, University of Leeds School of Medicine, St. James's University Hospital, Leeds, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Clarke+EL%22">Clarke EL</searchLink>; Department of Histopathology, Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom; Division of Pathology and Data Analytics, Leeds Institute of Cancer and Pathology, University of Leeds, Beckett Street, Leeds, LS9 7TF, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Treanor+D%22">Treanor D</searchLink>; Department of Histopathology, Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom; Division of Pathology and Data Analytics, Leeds Institute of Cancer and Pathology, University of Leeds, Beckett Street, Leeds, LS9 7TF, United Kingdom; Department of Clinical Pathology and Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden; Centre for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden.<br /><searchLink fieldCode="AU" term="%22Bishop+DT%22">Bishop DT</searchLink>; Leeds Institute of Medical Research, University of Leeds School of Medicine, St. James's University Hospital, Leeds, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Newton-Bishop+J%22">Newton-Bishop J</searchLink>; Division of Pathology and Data Analytics, Leeds Institute of Cancer and Pathology, University of Leeds, Beckett Street, Leeds, LS9 7TF, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Gooya+A%22">Gooya A</searchLink>; School of Computing, University of Glasgow, Glasgow, G12 8QQ, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Magee+D%22">Magee D</searchLink>; School of Computing, University of Leeds, Woodhouse, Leeds, LS2 9JT, United Kingdom.
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  Data: <searchLink fieldCode="JN" term="%229713490%22">Medical image analysis</searchLink> [Med Image Anal] 2024 Apr; Vol. 93, pp. 103097. <i>Date of Electronic Publication: </i>2024 Feb 01.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>9713490 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1361-8423 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2213618415%22">13618415 </searchLink><i>NLM ISO Abbreviation: </i>Med Image Anal <i>Subsets: </i>MEDLINE
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              Text: 2024 Apr
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