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
Database: MEDLINE Ultimate
Description
ISSN:2673-253X
DOI:10.3389/fdgth.2025.1708067