View in EDS HTML Full Text PDF Full Text

HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer.

Saved in:
Bibliographic Details
Title: HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer.
Authors: Loeffler CML; Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany.; Medical Department 1, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany.; National Center for Tumor Diseases Dresden (NCT/UCC), Dresden, Germany., Bando H; Department of Data Science, National Cancer Center Hospital East, Kashiwa, Japan.; Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan.; Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan., Sainath S; Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany., Muti HS; Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany.; Medical Department 1, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany.; Department for Visceral, Thoracic and Vascular Surgery, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany., Jiang X; Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany., van Treeck M; Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany., Reitsam NG; Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany.; Pathology, Faculty of Medicine, University of Augsburg, Augsburg, Germany.; Bavarian Cancer Research Center (BZKF), Augsburg, Germany., Carrero ZI; Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany., Meneghetti AR; Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany., Nishikawa T; Department of Data Science, National Cancer Center Hospital East, Kashiwa, Japan., Misumi T; Department of Data Science, National Cancer Center Hospital East, Kashiwa, Japan., Mishima S; Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan., Kotani D; Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan., Taniguchi H; Department of Clinical Oncology, Aichi Cancer Center Hospital, Nagoya, Japan., Takemasa I; Department of Surgery, Surgical Oncology and Science, Sapporo Medical University, Sapporo, Japan., Kato T; Department of Surgery, NHO Osaka National Hospital, Osaka, Japan., Oki E; Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan., Tanwei Y; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany., Durgesh W; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany., Foersch S; Institute of Pathology, University Medical Center Mainz, Mainz, Germany., Brenner H; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Heidelberg, Germany., Hoffmeister M; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany., Nakamura Y; Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan.; Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan., Yoshino T; Department of Data Science, National Cancer Center Hospital East, Kashiwa, Japan. tyoshino@east.ncc.go.jp.; Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan. tyoshino@east.ncc.go.jp.; Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan. tyoshino@east.ncc.go.jp., Kather JN; Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany. kather.jn@tu-dresden.de.; Medical Department 1, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany. kather.jn@tu-dresden.de.; National Center for Tumor Diseases Dresden (NCT/UCC), Dresden, Germany. kather.jn@tu-dresden.de.; Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Heidelberg, Germany. kather.jn@tu-dresden.de.
Source: Nature communications [Nat Commun] 2025 Aug 14; Vol. 16 (1), pp. 7561. Date of Electronic Publication: 2025 Aug 14.
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
Full text is not displayed to guests.
Description
ISSN:2041-1723
DOI:10.1038/s41467-025-62910-8