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oDigital pathology biomarkers for guiding radiotherapy-based treatment concepts in prostate cancer - a systematic review and expert consensus.

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Title: oDigital pathology biomarkers for guiding radiotherapy-based treatment concepts in prostate cancer - a systematic review and expert consensus.
Authors: Zamboglou C; Department of Radiation Oncology, German Medical Institute, Limassol, Cyprus., Doncker W; AI Department, German Medical Institute, Limassol, Cyprus. Electronic address: William.dedoncker@gooc.com.cy., Christoforou AT; Department of Research and Innovation, German Medical Institute, Limassol, Cyprus., Arcangeli S; Department of Radiation Oncology, University of Milan Bicocca, Milan, Italy., Berlin A; Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Department of Radiation Oncology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada., Blanchard P; Department of Radiation Oncology, Gustave Roussy, Villejuif, France., Bauman G; Department of Oncology, Division of Radiation Oncology, London Health Sciences Centre and Western University, London, ON, Canada., Campi R; Unit of Urology and Renal Transplantation, Oncology Department, Careggi University Hospital, Florence, Italy., Castro E; Department of Medical Oncology, Hospital Universitario 12 de Octubre, Madrid, Spain., Choudhury A; Division of Cancer Sciences, The University of Manchester, The Christie Hospital NHS Foundation Trust, Manchester, UK., Pra AD; Department of Radiation Oncology, University of Miami Miller School of Medicine, Miami, FL, USA., Draulans C; Department of Oncology, KU Leuven, Leuven, Belgium; Department of Radiation Oncology, AZ Sint-Maarten, Mechelen, Belgium., Desai N; Department of Radiation Oncology, University of Miami Miller School of Medicine, Miami, FL, USA., Ferentinos K; Department of Radiation Oncology, German Medical Institute, Limassol, Cyprus., Francolini G; Radiation Oncology Unit, Oncology Department, Careggi University Hospital, Florence, Italy., Gillessen S; Department of Oncology, Oncology Institute of Southern Switzerland, EOC, Bellinzona, Switzerland; Faculty of Biomedical Sciences, Università della Svizzera italiana, Lugano, Switzerland., Grosu AL; Department of Radiation Oncology, University Hospital of Freiburg, Freiburg, Germany; German Cancer Consortium (DKTK) Partner Site Freiburg, German Cancer Research Center, Freiburg, Germany; Faculty of Medicine, University of Freiburg, Freiburg, Germany., Rivas JG; Department of Urology, Hopital Clinico San Carlos, Madrid, Spain., Hoelscher T; Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany., Hruby G; Department of Radiation Oncology Northern Sydney Cancer Centre, Royal North Shore Hospital, Sydney, NSW, Australia; Sydney Medical School, University of Sydney, Sydney, NSW, Australia., Jereczek-Fossa BA; Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy; Department of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy., Kamran S; Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA., Kasivisvanathan V; Division of Surgery & Interventional Science, University College London, London, UK; Department of Urology, University College London Hospitals NHS Foundation Trust, London, UK; The Alan Turing Institute, London, UK., Kishan AU; Department of Radiation Oncology, University of California, Los Angeles, USA., Kounnis V; Oxford University Hospitals NHS Foundation Trust, Churchill Hospital, Oxford, UK., Loblaw A; Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada; Department of Health Policy, Measurement and Evaluation, University of Toronto, Toronto, Ontario, Canada., Martin J; GenesisCare, Newcastle, New South Wales, Australia., Mastroleo F; Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy; Department of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy; Department of Radiation Oncology, Mayo Clinic, Rochester, MN, USA., Merseburger AS; Department of Urology, University Hospital Schleswig-Holstein, Lübeck, Germany., Miszczyk M; Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Collegium Medicum - Faculty of Medicine, WSB University, Dąbrowa Górnicza, Poland., Mohamad O; Department of Genito-Urinary Radiation Oncology, MD Anderson Cancer Center, Houston, TX, USA., Ost P; Department of Radiation Oncology, Iridium Network, Wilrijk (Antwerp), Belgium., Papatsoris A; Department of Urology, National & Kapodistrian University, Sismanoglio General Hospital, Athens, Greece., Peeken JC; Department of Radiation Oncology, Klinikum rechts der Isar, Technical University of Munich (TUM), Munich, Germany; Digitalization and Artificial Intelligence Working Group, German Society for Radiation Oncology, Berlin, Germany; Partner Site Munich, German Consortium for Translational Cancer Research (DKTK), Munich, Germany; Institute of Radiation Medicine (IRM), Helmholtz Zentrum München (HMGU), Munich, Germany., Sanguedolce F; Department of Urology, Fundació Puigvert, Autonoma University of Barcelona, Barcelona, Spain., Sargos P; Department of Radiotherapy, Institut Bergonié, Bordeaux, France; Amethyst Radiotherapy Group, Paris, France., Schmidt-Hegemann N; Department of Radiation Oncology, LMU University Hospital, LMU Munich, Munich, Germany., Seibert TM; Departments of Radiation Medicine & Applied Sciences, Radiology, Urology, Bioengineering, University of California San Diego, La Jolla, CA, USA., Shelan M; Department of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland., Siva S; Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia; Department of Radiation Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia., Soeterik TFW; Department of Value-Based Healthcare, Santeon Group, Utrecht, the Netherlands; Department of Urology, St. Antonius Hospital, Nieuwegein/Utrecht, the Netherlands., Spratt DE; Department of Radiation Oncology, Case Western Reserve University, Cleveland, OH, USA., Stenzl A; Department of Urology, Eberhard-Karls-University, Tübingen, Germany., Strouthos I; Department of Radiation Oncology, German Medical Institute, University Clinic of European University Cyprus, Limassol, Cyprus., Sutera P; Department of Radiation Oncology, University of Rochester Medical Center, Rochester, MN, USA., Supiot S; Department of Radiotherapy, ICO René Gauducheau, Saint-Herblain, France; Nantes University, Nantes, France., Tilki D; Stanford Center for Biomedical Informatics Research (BMIR), Department of Medicine, Stanford University, Stanford, CA, USA; Martini-Klinik Prostate Cancer Center, University Hospital Hamburg Eppendorf, Hamburg, Germany; Department of Urology, University Hospital Hamburg-Eppendorf, Hamburg, Germany., Tran PT; Department of Radiation Oncology, University of Maryland, Baltimore, MD, USA., Tree AC; Department of Radiotherapy, The Royal Marsden NHS Foundation Trust and The Institute of Cancer Research, UK., Tward J; Department of Radiation Oncology, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA., Ürün Y; Department of Medical Oncology, Ankara University School of Medicine, Ankara, Turkey; Ankara University Cancer Research Institute, Ankara, Turkey., Vapiwala N; Department of Radiation Oncology, Hospital of the University of Pennsylvania, Perelman School of Medicine, Philadelphia, USA., Waddle MR; Department of Radiation Oncology, Mayo Clinic, Rochester, MN, USA., Wegener E; GenesisCare, Newcastle, New South Wales, Australia., Zilli T; Faculty of Biomedical Sciences, Università della Svizzera italiana, Lugano, Switzerland; Department of Radiation Oncology, Oncology Institute of Southern Switzerland, EOC, Bellinzona, Switzerland; Faculty of Medicine, University of Geneva, Geneva, Switzerland., Murthy V; Radiation Oncology Tata Memorial Centre Homi Bhabha National Institute Mumbai, India., Thieme AH; Stanford Center for Biomedical Informatics Research (BMIR), Department of Medicine, Stanford University, Stanford, CA, USA., Spohn S; German Cancer Consortium (DKTK) Partner Site Freiburg, German Cancer Research Center, Freiburg, Germany; Department of Radiation Oncology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
Source: Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology [Radiother Oncol] 2025 Sep; Vol. 210, pp. 111039. Date of Electronic Publication: 2025 Jul 09.
Publication Type: Journal Article; Systematic Review; Consensus Statement; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8407192 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0887 (Electronic) Linking ISSN: 01678140 NLM ISO Abbreviation: Radiother Oncol Subsets: MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
PubTypeId: academicJournal
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  Data: oDigital pathology biomarkers for guiding radiotherapy-based treatment concepts in prostate cancer - a systematic review and expert consensus.
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  Data: <searchLink fieldCode="AU" term="%22Zamboglou+C%22">Zamboglou C</searchLink>; Department of Radiation Oncology, German Medical Institute, Limassol, Cyprus.<br /><searchLink fieldCode="AU" term="%22Doncker+W%22">Doncker W</searchLink>; AI Department, German Medical Institute, Limassol, Cyprus. Electronic address: William.dedoncker@gooc.com.cy.<br /><searchLink fieldCode="AU" term="%22Christoforou+AT%22">Christoforou AT</searchLink>; Department of Research and Innovation, German Medical Institute, Limassol, Cyprus.<br /><searchLink fieldCode="AU" term="%22Arcangeli+S%22">Arcangeli S</searchLink>; Department of Radiation Oncology, University of Milan Bicocca, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Berlin+A%22">Berlin A</searchLink>; Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Department of Radiation Oncology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Blanchard+P%22">Blanchard P</searchLink>; Department of Radiation Oncology, Gustave Roussy, Villejuif, France.<br /><searchLink fieldCode="AU" term="%22Bauman+G%22">Bauman G</searchLink>; Department of Oncology, Division of Radiation Oncology, London Health Sciences Centre and Western University, London, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Campi+R%22">Campi R</searchLink>; Unit of Urology and Renal Transplantation, Oncology Department, Careggi University Hospital, Florence, Italy.<br /><searchLink fieldCode="AU" term="%22Castro+E%22">Castro E</searchLink>; Department of Medical Oncology, Hospital Universitario 12 de Octubre, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Choudhury+A%22">Choudhury A</searchLink>; Division of Cancer Sciences, The University of Manchester, The Christie Hospital NHS Foundation Trust, Manchester, UK.<br /><searchLink fieldCode="AU" term="%22Pra+AD%22">Pra AD</searchLink>; Department of Radiation Oncology, University of Miami Miller School of Medicine, Miami, FL, USA.<br /><searchLink fieldCode="AU" term="%22Draulans+C%22">Draulans C</searchLink>; Department of Oncology, KU Leuven, Leuven, Belgium; Department of Radiation Oncology, AZ Sint-Maarten, Mechelen, Belgium.<br /><searchLink fieldCode="AU" term="%22Desai+N%22">Desai N</searchLink>; Department of Radiation Oncology, University of Miami Miller School of Medicine, Miami, FL, USA.<br /><searchLink fieldCode="AU" term="%22Ferentinos+K%22">Ferentinos K</searchLink>; Department of Radiation Oncology, German Medical Institute, Limassol, Cyprus.<br /><searchLink fieldCode="AU" term="%22Francolini+G%22">Francolini G</searchLink>; Radiation Oncology Unit, Oncology Department, Careggi University Hospital, Florence, Italy.<br /><searchLink fieldCode="AU" term="%22Gillessen+S%22">Gillessen S</searchLink>; Department of Oncology, Oncology Institute of Southern Switzerland, EOC, Bellinzona, Switzerland; Faculty of Biomedical Sciences, Università della Svizzera italiana, Lugano, Switzerland.<br /><searchLink fieldCode="AU" term="%22Grosu+AL%22">Grosu AL</searchLink>; Department of Radiation Oncology, University Hospital of Freiburg, Freiburg, Germany; German Cancer Consortium (DKTK) Partner Site Freiburg, German Cancer Research Center, Freiburg, Germany; Faculty of Medicine, University of Freiburg, Freiburg, Germany.<br /><searchLink fieldCode="AU" term="%22Rivas+JG%22">Rivas JG</searchLink>; Department of Urology, Hopital Clinico San Carlos, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Hoelscher+T%22">Hoelscher T</searchLink>; Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Hruby+G%22">Hruby G</searchLink>; Department of Radiation Oncology Northern Sydney Cancer Centre, Royal North Shore Hospital, Sydney, NSW, Australia; Sydney Medical School, University of Sydney, Sydney, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Jereczek-Fossa+BA%22">Jereczek-Fossa BA</searchLink>; Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy; Department of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Kamran+S%22">Kamran S</searchLink>; Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Kasivisvanathan+V%22">Kasivisvanathan V</searchLink>; Division of Surgery & Interventional Science, University College London, London, UK; Department of Urology, University College London Hospitals NHS Foundation Trust, London, UK; The Alan Turing Institute, London, UK.<br /><searchLink fieldCode="AU" term="%22Kishan+AU%22">Kishan AU</searchLink>; Department of Radiation Oncology, University of California, Los Angeles, USA.<br /><searchLink fieldCode="AU" term="%22Kounnis+V%22">Kounnis V</searchLink>; Oxford University Hospitals NHS Foundation Trust, Churchill Hospital, Oxford, UK.<br /><searchLink fieldCode="AU" term="%22Loblaw+A%22">Loblaw A</searchLink>; Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada; Department of Health Policy, Measurement and Evaluation, University of Toronto, Toronto, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Martin+J%22">Martin J</searchLink>; GenesisCare, Newcastle, New South Wales, Australia.<br /><searchLink fieldCode="AU" term="%22Mastroleo+F%22">Mastroleo F</searchLink>; Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy; Department of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy; Department of Radiation Oncology, Mayo Clinic, Rochester, MN, USA.<br /><searchLink fieldCode="AU" term="%22Merseburger+AS%22">Merseburger AS</searchLink>; Department of Urology, University Hospital Schleswig-Holstein, Lübeck, Germany.<br /><searchLink fieldCode="AU" term="%22Miszczyk+M%22">Miszczyk M</searchLink>; Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Collegium Medicum - Faculty of Medicine, WSB University, Dąbrowa Górnicza, Poland.<br /><searchLink fieldCode="AU" term="%22Mohamad+O%22">Mohamad O</searchLink>; Department of Genito-Urinary Radiation Oncology, MD Anderson Cancer Center, Houston, TX, USA.<br /><searchLink fieldCode="AU" term="%22Ost+P%22">Ost P</searchLink>; Department of Radiation Oncology, Iridium Network, Wilrijk (Antwerp), Belgium.<br /><searchLink fieldCode="AU" term="%22Papatsoris+A%22">Papatsoris A</searchLink>; Department of Urology, National & Kapodistrian University, Sismanoglio General Hospital, Athens, Greece.<br /><searchLink fieldCode="AU" term="%22Peeken+JC%22">Peeken JC</searchLink>; Department of Radiation Oncology, Klinikum rechts der Isar, Technical University of Munich (TUM), Munich, Germany; Digitalization and Artificial Intelligence Working Group, German Society for Radiation Oncology, Berlin, Germany; Partner Site Munich, German Consortium for Translational Cancer Research (DKTK), Munich, Germany; Institute of Radiation Medicine (IRM), Helmholtz Zentrum München (HMGU), Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Sanguedolce+F%22">Sanguedolce F</searchLink>; Department of Urology, Fundació Puigvert, Autonoma University of Barcelona, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Sargos+P%22">Sargos P</searchLink>; Department of Radiotherapy, Institut Bergonié, Bordeaux, France; Amethyst Radiotherapy Group, Paris, France.<br /><searchLink fieldCode="AU" term="%22Schmidt-Hegemann+N%22">Schmidt-Hegemann N</searchLink>; Department of Radiation Oncology, LMU University Hospital, LMU Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Seibert+TM%22">Seibert TM</searchLink>; Departments of Radiation Medicine & Applied Sciences, Radiology, Urology, Bioengineering, University of California San Diego, La Jolla, CA, USA.<br /><searchLink fieldCode="AU" term="%22Shelan+M%22">Shelan M</searchLink>; Department of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Siva+S%22">Siva S</searchLink>; Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia; Department of Radiation Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia.<br /><searchLink fieldCode="AU" term="%22Soeterik+TFW%22">Soeterik TFW</searchLink>; Department of Value-Based Healthcare, Santeon Group, Utrecht, the Netherlands; Department of Urology, St. Antonius Hospital, Nieuwegein/Utrecht, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Spratt+DE%22">Spratt DE</searchLink>; Department of Radiation Oncology, Case Western Reserve University, Cleveland, OH, USA.<br /><searchLink fieldCode="AU" term="%22Stenzl+A%22">Stenzl A</searchLink>; Department of Urology, Eberhard-Karls-University, Tübingen, Germany.<br /><searchLink fieldCode="AU" term="%22Strouthos+I%22">Strouthos I</searchLink>; Department of Radiation Oncology, German Medical Institute, University Clinic of European University Cyprus, Limassol, Cyprus.<br /><searchLink fieldCode="AU" term="%22Sutera+P%22">Sutera P</searchLink>; Department of Radiation Oncology, University of Rochester Medical Center, Rochester, MN, USA.<br /><searchLink fieldCode="AU" term="%22Supiot+S%22">Supiot S</searchLink>; Department of Radiotherapy, ICO René Gauducheau, Saint-Herblain, France; Nantes University, Nantes, France.<br /><searchLink fieldCode="AU" term="%22Tilki+D%22">Tilki D</searchLink>; Stanford Center for Biomedical Informatics Research (BMIR), Department of Medicine, Stanford University, Stanford, CA, USA; Martini-Klinik Prostate Cancer Center, University Hospital Hamburg Eppendorf, Hamburg, Germany; Department of Urology, University Hospital Hamburg-Eppendorf, Hamburg, Germany.<br /><searchLink fieldCode="AU" term="%22Tran+PT%22">Tran PT</searchLink>; Department of Radiation Oncology, University of Maryland, Baltimore, MD, USA.<br /><searchLink fieldCode="AU" term="%22Tree+AC%22">Tree AC</searchLink>; Department of Radiotherapy, The Royal Marsden NHS Foundation Trust and The Institute of Cancer Research, UK.<br /><searchLink fieldCode="AU" term="%22Tward+J%22">Tward J</searchLink>; Department of Radiation Oncology, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.<br /><searchLink fieldCode="AU" term="%22Ürün+Y%22">Ürün Y</searchLink>; Department of Medical Oncology, Ankara University School of Medicine, Ankara, Turkey; Ankara University Cancer Research Institute, Ankara, Turkey.<br /><searchLink fieldCode="AU" term="%22Vapiwala+N%22">Vapiwala N</searchLink>; Department of Radiation Oncology, Hospital of the University of Pennsylvania, Perelman School of Medicine, Philadelphia, USA.<br /><searchLink fieldCode="AU" term="%22Waddle+MR%22">Waddle MR</searchLink>; Department of Radiation Oncology, Mayo Clinic, Rochester, MN, USA.<br /><searchLink fieldCode="AU" term="%22Wegener+E%22">Wegener E</searchLink>; GenesisCare, Newcastle, New South Wales, Australia.<br /><searchLink fieldCode="AU" term="%22Zilli+T%22">Zilli T</searchLink>; Faculty of Biomedical Sciences, Università della Svizzera italiana, Lugano, Switzerland; Department of Radiation Oncology, Oncology Institute of Southern Switzerland, EOC, Bellinzona, Switzerland; Faculty of Medicine, University of Geneva, Geneva, Switzerland.<br /><searchLink fieldCode="AU" term="%22Murthy+V%22">Murthy V</searchLink>; Radiation Oncology Tata Memorial Centre Homi Bhabha National Institute Mumbai, India.<br /><searchLink fieldCode="AU" term="%22Thieme+AH%22">Thieme AH</searchLink>; Stanford Center for Biomedical Informatics Research (BMIR), Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Spohn+S%22">Spohn S</searchLink>; German Cancer Consortium (DKTK) Partner Site Freiburg, German Cancer Research Center, Freiburg, Germany; Department of Radiation Oncology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
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          Dates:
            – D: 01
              M: 09
              Text: 2025 Sep
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-electronic
              Value: 1879-0887
          Numbering:
            – Type: volume
              Value: 210
          Titles:
            – TitleFull: Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology
              Type: main
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