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Longitudinal CE-MRI-based Siamese network with machine learning to predict tumor response in HCC after DEB-TACE.

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Title: Longitudinal CE-MRI-based Siamese network with machine learning to predict tumor response in HCC after DEB-TACE.
Authors: Wei N; Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany., Mathy RM; Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany.; Liver Cancer Center Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and University Hospital of Heidelberg, Heidelberg, Germany., Chang DH; Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany.; Institute of Radiology and Nuclear Medicine, Cantonal Hospital Lucerne, Spitalstrasse, Lucerne, CH-6000, Switzerland., Mayer P; Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany.; Liver Cancer Center Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and University Hospital of Heidelberg, Heidelberg, Germany., Liermann J; Liver Cancer Center Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and University Hospital of Heidelberg, Heidelberg, Germany.; Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120, Heidelberg, Germany., Springfeld C; Liver Cancer Center Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and University Hospital of Heidelberg, Heidelberg, Germany.; Department of Medical Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Germany., Dill MT; Liver Cancer Center Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and University Hospital of Heidelberg, Heidelberg, Germany.; Department of Gastroenterology, Hepatology, Infectious Diseases and Intoxication, University Hospital of Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany.; German Cancer Research Center (DKFZ) Heidelberg, Experimental Hepatology, Inflammation and Cancer, Heidelberg, Germany., Longerich T; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and University Hospital of Heidelberg, Heidelberg, Germany.; Institute of Pathology, University Hospital of Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany., Lurje G; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and University Hospital of Heidelberg, Heidelberg, Germany.; Department of General, Visceral and Transplantation Surgery, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany., Kauczor HU; Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany.; Liver Cancer Center Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and University Hospital of Heidelberg, Heidelberg, Germany., Wielpütz MO; Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany. mark.wielpuetz@uni-greifswald.de.; Department of Diagnostic Radiology and Neuroradiology, University Medicine Greifswald, Ferdinand-Sauerbruch-Strasse 1, 17475, Greifswald, Germany. mark.wielpuetz@uni-greifswald.de.; Clinic for Nuclear Medicine, University Medicine Greifswald, Ferdinand-Sauerbruch-Strasse 1, 17475, Greifswald, Germany. mark.wielpuetz@uni-greifswald.de., Öcal O; Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany.; Liver Cancer Center Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and University Hospital of Heidelberg, Heidelberg, Germany.
Source: Cancer imaging : the official publication of the International Cancer Imaging Society [Cancer Imaging] 2025 Aug 19; Vol. 25 (1), pp. 104. Date of Electronic Publication: 2025 Aug 19.
Publication Type: Journal Article
Journal Info: Publisher: Springer Nature Country of Publication: England NLM ID: 101172931 Publication Model: Electronic Cited Medium: Internet ISSN: 1470-7330 (Electronic) Linking ISSN: 14707330 NLM ISO Abbreviation: Cancer Imaging Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Longitudinal CE-MRI-based Siamese network with machine learning to predict tumor response in HCC after DEB-TACE.
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  Data: <searchLink fieldCode="AU" term="%22Wei+N%22">Wei N</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Mathy+RM%22">Mathy RM</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany.; Liver Cancer Center Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and University Hospital of Heidelberg, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Chang+DH%22">Chang DH</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany.; Institute of Radiology and Nuclear Medicine, Cantonal Hospital Lucerne, Spitalstrasse, Lucerne, CH-6000, Switzerland.<br /><searchLink fieldCode="AU" term="%22Mayer+P%22">Mayer P</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany.; Liver Cancer Center Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and University Hospital of Heidelberg, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Liermann+J%22">Liermann J</searchLink>; Liver Cancer Center Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and University Hospital of Heidelberg, Heidelberg, Germany.; Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Springfeld+C%22">Springfeld C</searchLink>; Liver Cancer Center Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and University Hospital of Heidelberg, Heidelberg, Germany.; Department of Medical Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Dill+MT%22">Dill MT</searchLink>; Liver Cancer Center Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and University Hospital of Heidelberg, Heidelberg, Germany.; Department of Gastroenterology, Hepatology, Infectious Diseases and Intoxication, University Hospital of Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany.; German Cancer Research Center (DKFZ) Heidelberg, Experimental Hepatology, Inflammation and Cancer, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Longerich+T%22">Longerich T</searchLink>; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and University Hospital of Heidelberg, Heidelberg, Germany.; Institute of Pathology, University Hospital of Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Lurje+G%22">Lurje G</searchLink>; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and University Hospital of Heidelberg, Heidelberg, Germany.; Department of General, Visceral and Transplantation Surgery, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Kauczor+HU%22">Kauczor HU</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany.; Liver Cancer Center Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and University Hospital of Heidelberg, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Wielpütz+MO%22">Wielpütz MO</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany. mark.wielpuetz@uni-greifswald.de.; Department of Diagnostic Radiology and Neuroradiology, University Medicine Greifswald, Ferdinand-Sauerbruch-Strasse 1, 17475, Greifswald, Germany. mark.wielpuetz@uni-greifswald.de.; Clinic for Nuclear Medicine, University Medicine Greifswald, Ferdinand-Sauerbruch-Strasse 1, 17475, Greifswald, Germany. mark.wielpuetz@uni-greifswald.de.<br /><searchLink fieldCode="AU" term="%22Öcal+O%22">Öcal O</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Im Neuenheimer Feld 420, 69120, Heidelberg, Germany.; Liver Cancer Center Heidelberg, Im Neuenheimer Feld 460, 69120, Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and University Hospital of Heidelberg, Heidelberg, Germany.
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