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Multimodal histopathologic models stratify hormone receptor-positive early breast cancer.

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Title: Multimodal histopathologic models stratify hormone receptor-positive early breast cancer.
Authors: Boehm KM; Computational Oncology Service, Memorial Sloan Kettering Cancer Center, 323 E 61 St, New York, NY, USA.; Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA., El Nahhas OSM; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Fetscherstraße 74, 01307, Dresden, Germany.; StratifAI GmbH, Suite 14500 Großenhainer Str. 98, 01127, Dresden, Germany., Marra A; Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA.; Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy., Waters M; Computational Oncology Service, Memorial Sloan Kettering Cancer Center, 323 E 61 St, New York, NY, USA., Jee J; Computational Oncology Service, Memorial Sloan Kettering Cancer Center, 323 E 61 St, New York, NY, USA.; Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA., Braunstein L; Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA., Schultz N; Computational Oncology Service, Memorial Sloan Kettering Cancer Center, 323 E 61 St, New York, NY, USA.; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA.; Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA., Selenica P; Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA., Wen HY; Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA., Weigelt B; Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA., Paul ED; MultiplexDX, s.r.o., Ilkovičova 8, 841 04 Karlova Ves, Comenius University Science Park, Bratislava, Slovakia.; MultiplexDX, Inc., One Research Court Suite 450, Rockville, MD, 20850, USA., Cekan P; MultiplexDX, s.r.o., Ilkovičova 8, 841 04 Karlova Ves, Comenius University Science Park, Bratislava, Slovakia.; MultiplexDX, Inc., One Research Court Suite 450, Rockville, MD, 20850, USA., Erber R; Institute of Pathology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Krankenhausstraße 8-10, 91054, Erlangen, Germany., Loeffler CML; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Fetscherstraße 74, 01307, Dresden, Germany., Guerini-Rocco E; Department of Pathology, European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.; Department of Oncology and Haemato-Oncology, University of Milano, Via Festa del Perdono 7, 20122, Milan, Italy., Fusco N; Department of Pathology, European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.; Department of Oncology and Haemato-Oncology, University of Milano, Via Festa del Perdono 7, 20122, Milan, Italy., Frascarelli C; Department of Pathology, European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.; Department of Oncology and Haemato-Oncology, University of Milano, Via Festa del Perdono 7, 20122, Milan, Italy., Mane E; Department of Pathology, European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy., Munzone E; Division of Medical Senology, European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy., Dellapasqua S; Division of Medical Senology, European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy., Zagami P; Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.; Department of Oncology and Haemato-Oncology, University of Milano, Via Festa del Perdono 7, 20122, Milan, Italy., Curigliano G; Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.; Department of Oncology and Haemato-Oncology, University of Milano, Via Festa del Perdono 7, 20122, Milan, Italy., Razavi P; Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA., Reis-Filho JS; Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA.; AstraZeneca, 1 MedImmune Way, Gaithersburg, MD, 20878, USA., Pareja F; Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA., Chandarlapaty S; Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA. chandars@mskcc.org.; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA. chandars@mskcc.org., Shah SP; Computational Oncology Service, Memorial Sloan Kettering Cancer Center, 323 E 61 St, New York, NY, USA. shahs3@mskcc.org., Kather JN; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Fetscherstraße 74, 01307, Dresden, Germany. jakob_nikolas.kather@tu-dresden.de.; Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Germany. jakob_nikolas.kather@tu-dresden.de.
Source: Nature communications [Nat Commun] 2025 Mar 02; Vol. 16 (1), pp. 2106. Date of Electronic Publication: 2025 Mar 02.
Publication Type: Journal Article
Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Multimodal histopathologic models stratify hormone receptor-positive early breast cancer.
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  Data: <searchLink fieldCode="AU" term="%22Boehm+KM%22">Boehm KM</searchLink>; Computational Oncology Service, Memorial Sloan Kettering Cancer Center, 323 E 61 St, New York, NY, USA.; Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22El+Nahhas+OSM%22">El Nahhas OSM</searchLink>; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Fetscherstraße 74, 01307, Dresden, Germany.; StratifAI GmbH, Suite 14500 Großenhainer Str. 98, 01127, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Marra+A%22">Marra A</searchLink>; Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA.; Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Waters+M%22">Waters M</searchLink>; Computational Oncology Service, Memorial Sloan Kettering Cancer Center, 323 E 61 St, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Jee+J%22">Jee J</searchLink>; Computational Oncology Service, Memorial Sloan Kettering Cancer Center, 323 E 61 St, New York, NY, USA.; Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Braunstein+L%22">Braunstein L</searchLink>; Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Schultz+N%22">Schultz N</searchLink>; Computational Oncology Service, Memorial Sloan Kettering Cancer Center, 323 E 61 St, New York, NY, USA.; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA.; Marie-Josée and Henry R. 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MultiplexDX, s.r.o., Ilkovičova 8, 841 04 Karlova Ves, Comenius University Science Park, Bratislava, Slovakia.; MultiplexDX, Inc., One Research Court Suite 450, Rockville, MD, 20850, USA.<br /><searchLink fieldCode="AU" term="%22Erber+R%22">Erber R</searchLink>; Institute of Pathology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Krankenhausstraße 8-10, 91054, Erlangen, Germany.<br /><searchLink fieldCode="AU" term="%22Loeffler+CML%22">Loeffler CML</searchLink>; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Fetscherstraße 74, 01307, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Guerini-Rocco+E%22">Guerini-Rocco E</searchLink>; Department of Pathology, European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.; Department of Oncology and Haemato-Oncology, University of Milano, Via Festa del Perdono 7, 20122, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Fusco+N%22">Fusco N</searchLink>; Department of Pathology, European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.; Department of Oncology and Haemato-Oncology, University of Milano, Via Festa del Perdono 7, 20122, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Frascarelli+C%22">Frascarelli C</searchLink>; Department of Pathology, European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.; Department of Oncology and Haemato-Oncology, University of Milano, Via Festa del Perdono 7, 20122, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Mane+E%22">Mane E</searchLink>; Department of Pathology, European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Munzone+E%22">Munzone E</searchLink>; Division of Medical Senology, European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Dellapasqua+S%22">Dellapasqua S</searchLink>; Division of Medical Senology, European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Zagami+P%22">Zagami P</searchLink>; Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.; Department of Oncology and Haemato-Oncology, University of Milano, Via Festa del Perdono 7, 20122, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Curigliano+G%22">Curigliano G</searchLink>; Early Drug Development for Innovative Therapies, European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.; Department of Oncology and Haemato-Oncology, University of Milano, Via Festa del Perdono 7, 20122, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Razavi+P%22">Razavi P</searchLink>; Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Reis-Filho+JS%22">Reis-Filho JS</searchLink>; Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA.; AstraZeneca, 1 MedImmune Way, Gaithersburg, MD, 20878, USA.<br /><searchLink fieldCode="AU" term="%22Pareja+F%22">Pareja F</searchLink>; Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Chandarlapaty+S%22">Chandarlapaty S</searchLink>; Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA. chandars@mskcc.org.; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, USA. chandars@mskcc.org.<br /><searchLink fieldCode="AU" term="%22Shah+SP%22">Shah SP</searchLink>; Computational Oncology Service, Memorial Sloan Kettering Cancer Center, 323 E 61 St, New York, NY, USA. shahs3@mskcc.org.<br /><searchLink fieldCode="AU" term="%22Kather+JN%22">Kather JN</searchLink>; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Fetscherstraße 74, 01307, Dresden, Germany. jakob_nikolas.kather@tu-dresden.de.; Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Germany. jakob_nikolas.kather@tu-dresden.de.
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