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Latent representation of H&E images retains biological information in a breast cancer cohort.

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Title: Latent representation of H&E images retains biological information in a breast cancer cohort.
Authors: Benmussa C; School of Computer Science, Reichman University IDC, Herzliya, Israel., Sanfeliu E; Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.; Department of Pathology, Hospital Clínic of Barcelona, Barcelona, Spain., Martínez-Romero A; Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.; Department of Pathology, Hospital Clínic of Barcelona, Barcelona, Spain., González-Farré B; Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.; Department of Pathology, Hospital Clínic of Barcelona, Barcelona, Spain., Pascual T; Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.; Cancer Institute and Blood Diseases, Hospital Clínic of Barcelona, Barcelona, Spain.; SOLTI Breast Cancer Research Group, Barcelona, Spain., Gavilá J; SOLTI Breast Cancer Research Group, Barcelona, Spain.; Department of Medical Oncology, Instituto Valenciano de Oncología, Valencia, Spain., Levy-Jurgenson A; School of Computer Science, Reichman University IDC, Herzliya, Israel.; Faculty of Computer Science, Technion, Haifa, Israel., Shamir A; School of Computer Science, Reichman University IDC, Herzliya, Israel., Brasó-Maristany F; Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.; Cancer Institute and Blood Diseases, Hospital Clínic of Barcelona, Barcelona, Spain.; Reveal Genomics, Barcelona, Spain., Prat A; Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.; Cancer Institute and Blood Diseases, Hospital Clínic of Barcelona, Barcelona, Spain.; Reveal Genomics, Barcelona, Spain.; Department of Medicine, University of Barcelona, Barcelona, Spain.; Institute of Oncology (IOB)-Hospital QuirónSalud, Barcelona, Spain., Yakhini Z; School of Computer Science, Reichman University IDC, Herzliya, Israel.; Faculty of Computer Science, Technion, Haifa, Israel.
Source: PloS one [PLoS One] 2025 Sep 25; Vol. 20 (9), pp. e0329221. Date of Electronic Publication: 2025 Sep 25 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Benmussa+C%22">Benmussa C</searchLink>; School of Computer Science, Reichman University IDC, Herzliya, Israel.<br /><searchLink fieldCode="AU" term="%22Sanfeliu+E%22">Sanfeliu E</searchLink>; Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.; Department of Pathology, Hospital Clínic of Barcelona, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Martínez-Romero+A%22">Martínez-Romero A</searchLink>; Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.; Department of Pathology, Hospital Clínic of Barcelona, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22González-Farré+B%22">González-Farré B</searchLink>; Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.; Department of Pathology, Hospital Clínic of Barcelona, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Pascual+T%22">Pascual T</searchLink>; Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.; Cancer Institute and Blood Diseases, Hospital Clínic of Barcelona, Barcelona, Spain.; SOLTI Breast Cancer Research Group, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Gavilá+J%22">Gavilá J</searchLink>; SOLTI Breast Cancer Research Group, Barcelona, Spain.; Department of Medical Oncology, Instituto Valenciano de Oncología, Valencia, Spain.<br /><searchLink fieldCode="AU" term="%22Levy-Jurgenson+A%22">Levy-Jurgenson A</searchLink>; School of Computer Science, Reichman University IDC, Herzliya, Israel.; Faculty of Computer Science, Technion, Haifa, Israel.<br /><searchLink fieldCode="AU" term="%22Shamir+A%22">Shamir A</searchLink>; School of Computer Science, Reichman University IDC, Herzliya, Israel.<br /><searchLink fieldCode="AU" term="%22Brasó-Maristany+F%22">Brasó-Maristany F</searchLink>; Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.; Cancer Institute and Blood Diseases, Hospital Clínic of Barcelona, Barcelona, Spain.; Reveal Genomics, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Prat+A%22">Prat A</searchLink>; Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.; Cancer Institute and Blood Diseases, Hospital Clínic of Barcelona, Barcelona, Spain.; Reveal Genomics, Barcelona, Spain.; Department of Medicine, University of Barcelona, Barcelona, Spain.; Institute of Oncology (IOB)-Hospital QuirónSalud, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Yakhini+Z%22">Yakhini Z</searchLink>; School of Computer Science, Reichman University IDC, Herzliya, Israel.; Faculty of Computer Science, Technion, Haifa, Israel.
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