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UpSMART: five years of digital innovation in cancer clinical research-achievements, challenges, and recommendations.

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Title: UpSMART: five years of digital innovation in cancer clinical research-achievements, challenges, and recommendations.
Authors: O'Regan P; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom., Butt F; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom., Carter L; Division of Cancer Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom.; The Christie NHS Foundation Trust, Manchester, United Kingdom., Graham DM; Division of Cancer Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom.; The Christie NHS Foundation Trust, Manchester, United Kingdom., Le Blanc A; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom.; Research IT, The University of Manchester, Manchester, United Kingdom., Hoskins R; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom.; Research IT, The University of Manchester, Manchester, United Kingdom., Stephenson L; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom., Patil A; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom., Shabbir M; Research IT, The University of Manchester, Manchester, United Kingdom., Eken D; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom., Singh S; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom.; The Christie NHS Foundation Trust, Manchester, United Kingdom., Villa A; Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy., Agnelli L; Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy.; Department of Diagnostic Innovation, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy., Damian S; Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy., Grave C; Research IT, The University of Manchester, Manchester, United Kingdom., Pretelli G; Early Drug Development, Vall D'Hebron Institute of Oncology (VHIO), Barcelona, Spain.; Department of Medical Oncology, Vall D'Hebron University Hospital (HUVH), Barcelona, Spain., Garralda E; Early Drug Development, Vall D'Hebron Institute of Oncology (VHIO), Barcelona, Spain.; Department of Medical Oncology, Vall D'Hebron University Hospital (HUVH), Barcelona, Spain., Frost H; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom., de Braud F; Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy.; Department of Hemato-Oncology, University of Milan, Milan, Italy., Freitas A; Department of Computer Science, The University of Manchester, Manchester, United Kingdom.; IDIAP Research Institute, Martigny, Switzerland., Dive C; Cancer Research UK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom., Unsworth H; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom.
Source: Frontiers in digital health [Front Digit Health] 2025 Nov 27; Vol. 7, pp. 1708067. Date of Electronic Publication: 2025 Nov 27 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101771889 Publication Model: eCollection Cited Medium: Internet ISSN: 2673-253X (Electronic) Linking ISSN: 2673253X NLM ISO Abbreviation: Front Digit Health Subsets: PubMed not MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22O'Regan+P%22">O'Regan P</searchLink>; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Butt+F%22">Butt F</searchLink>; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Carter+L%22">Carter L</searchLink>; Division of Cancer Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom.; The Christie NHS Foundation Trust, Manchester, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Graham+DM%22">Graham DM</searchLink>; Division of Cancer Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom.; The Christie NHS Foundation Trust, Manchester, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Le+Blanc+A%22">Le Blanc A</searchLink>; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom.; Research IT, The University of Manchester, Manchester, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Hoskins+R%22">Hoskins R</searchLink>; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom.; Research IT, The University of Manchester, Manchester, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Stephenson+L%22">Stephenson L</searchLink>; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Patil+A%22">Patil A</searchLink>; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Shabbir+M%22">Shabbir M</searchLink>; Research IT, The University of Manchester, Manchester, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Eken+D%22">Eken D</searchLink>; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Singh+S%22">Singh S</searchLink>; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom.; The Christie NHS Foundation Trust, Manchester, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Villa+A%22">Villa A</searchLink>; Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Agnelli+L%22">Agnelli L</searchLink>; Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy.; Department of Diagnostic Innovation, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Damian+S%22">Damian S</searchLink>; Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Grave+C%22">Grave C</searchLink>; Research IT, The University of Manchester, Manchester, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Pretelli+G%22">Pretelli G</searchLink>; Early Drug Development, Vall D'Hebron Institute of Oncology (VHIO), Barcelona, Spain.; Department of Medical Oncology, Vall D'Hebron University Hospital (HUVH), Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Garralda+E%22">Garralda E</searchLink>; Early Drug Development, Vall D'Hebron Institute of Oncology (VHIO), Barcelona, Spain.; Department of Medical Oncology, Vall D'Hebron University Hospital (HUVH), Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Frost+H%22">Frost H</searchLink>; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom.<br /><searchLink fieldCode="AU" term="%22de+Braud+F%22">de Braud F</searchLink>; Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy.; Department of Hemato-Oncology, University of Milan, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Freitas+A%22">Freitas A</searchLink>; Department of Computer Science, The University of Manchester, Manchester, United Kingdom.; IDIAP Research Institute, Martigny, Switzerland.<br /><searchLink fieldCode="AU" term="%22Dive+C%22">Dive C</searchLink>; Cancer Research UK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Unsworth+H%22">Unsworth H</searchLink>; Digital Cancer Research Team, CRUK National Biomarker Centre, The University of Manchester, Manchester, United Kingdom.
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