ArticleJournal of medical Internet research2023
Advancing Digital Health Innovation in Oncology: Priorities for High-Value Digital Transformation in Cancer Care.
Article in Journal of medical Internet research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
23 citing papers in PubMed, 2 syntheses or guidelines pooled it, 48 citations in OpenAlex.
- Digital horizons in non-communicable disease care: a bibliometric exploration of intervention impact and innovation.Frontiers in digital health · 2025Pooled it
- Mobile Apps and Quality of Life in Patients With Breast Cancer and Survivors: Systematic Literature Review.Journal of medical Internet research · 2023Pooled it
- Efficacy of a Digital Postoperative Rehabilitation Intervention in Patients With Primary Liver Cancer: Randomized Controlled Trial.JMIR mHealth and uHealth · 2025Trial
- Enhanced Telehealth in Prostate Cancer.JAMA network open · 2026Article
- Review
- Disparities in HPV/PAP Testing Among U.S. Women: A Cross-Sectional Analysis of Healthcare Access, Internet Use, and Sociodemographic Factors.Health science reports · 2026Article
- Building consensus and identifying priorities: using a Delphi technique to define core elements and clinical determinates for a nutrition model of care for people with cancer.Journal of cancer survivorship : research and practice · 2026Article
- Digital oncology frameworks in Africa: a scoping review of architectural patterns, digital maturity, and data equity implications.Frontiers in public health · 2026Article
- Revised: Exploring the experiences and perceived impact of using digital health technologies on individualised care among breast cancer survivors in the first year after primary treatment for breast cancer: a qualitative study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025Article
- Therapeutic innovation in oncology: What do you mean? Whereof one cannot speak, thereof one must be silent, L. Wittgenstein.BMC cancer · 2025Article
- Article
- Metastatic Breast Cancer mHealth App to Promote Patient-Provider Communication: Protocol for a Usability and Satisfaction Study.JMIR research protocols · 2025Article
- Connected health in cancer survivorship: Evaluating the usability and utility of the cancer thriving and surviving programme in Ireland.Irish journal of medical science · 2025Article
- Do Measures of Real-World Physical Behavior Provide Insights Into the Well-Being and Physical Function of Cancer Survivors? Cross-Sectional Analysis.JMIR cancer · 2024Article
- Designing mHealth Apps to Incorporate Evidence-Based Techniques for Prolonging User Engagement.Interactive journal of medical research · 2024Article
- Digital Health Technology & Cancer Care: Conceptual Framework Leading Comprehensive Fruitfulness.Journal of healthcare leadership · 2024Article
- Challenges and solutions to system-wide use of precision oncology as the standard of care paradigm.Cambridge prisms. Precision medicine · 2024Review
- Improving quality and quantity of life for childhood cancer survivors globally in the twenty-first century.Nature reviews. Clinical oncology · 2023Review
- Measuring What Is Meaningful in Cancer Cachexia Clinical Trials: A Path Forward With Digital Measures of Real-World Physical Behavior.JCO clinical cancer informatics · 2023Review
- Data-Driven Personalized Care in Lung Cancer: Scoping Review and Clinical Recommendations on Performance Status and Activity Level of Patients With Lung Cancer Using Wearable Devices.JCO clinical cancer informatics · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
17 authors at 8 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Although health care delivery is becoming increasingly digitized, driven by the pursuit of improved access, equity, efficiency, and effectiveness, progress does not appear to be equally distributed across therapeutic areas. Oncology is renowned for leading innovation in research and in care; digital pathology, digital radiology, real-world data, next-generation sequencing, patient-reported outcomes, and precision approaches driven by complex data and biomarkers are hallmarks of the field. However, remote patient monitoring, decentralized approaches to care and research, "hospital at home," and machine learning techniques have yet to be broadly deployed to improve cancer care. In response, the Digital Medicine Society and Moffitt Cancer Center convened a multistakeholder roundtable discussion to bring together leading experts in cancer care and digital innovation. This viewpoint highlights the findings from these discussions, in which experts agreed that digital innovation is lagging in oncology relative to other therapeutic areas. It reports that this lag is most likely attributed to poor articulation of the challenges in cancer care and research best suited to digital solutions, lack of incentives and support, and missing standardized infrastructure to implement digital innovations. It concludes with suggestions for actions needed to bring the promise of digitization to cancer care to improve lives.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.