ArticleJournal of healthcare leadership2024
Digital Health Technology & Cancer Care: Conceptual Framework Leading Comprehensive Fruitfulness.
Article in Journal of healthcare leadership, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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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.
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Who cites it
5 citing papers in PubMed.
- Review
- Digital health technologies in medicine: evidence, artificial intelligence integration, and ethical challenges.Infectious agents and cancer · 2026Review
- 5G/6G mobile telephone technology, methodical progress, pertinent health protection, and artificial intelligence.Frontiers in public health · 2026Article
- Wearable nanopatch platforms for real-time miRNA sensing and editing: a vision for next-generation cancer management.Medical oncology (Northwood, London, England) · 2025Review
- Response to "Digital Health Technology & Cancer Care: Conceptual Framework Leading Comprehensive Fruitfulness" [Letter].Journal of healthcare leadership · 2025Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Digital technologies are now integral to daily life. However, their applications for the health of populations remain largely untapped. Increasing cancer incidence, and it being the leading cause of death in every country in the world, justifies the need for increasing healthcare. Digital health technology is a promising field. Digital health means different things to different people. Thus, the need for a concrete, distinctive, comprehensive action plan. Conceptual frameworks represent ways of thinking about a problem and how complex things work. We elaborate on the latest evidence with examples for the role of Digital Health Technology (DHT) as a comprehensive multi-faceted 'Conceptual Framework -5Ps' comprising: (i) DHT for Proper assessment: right from history taking to digital biopsies. (ii) DHT for Pertinent treatment: including genomic data analysis for precision treatment. Artificial Intelligence-based digital pathology approaches are practical and are increasingly improving selective cancer treatments. Digital self-management interventions improve symptom outcomes in adult cancer patients. Digital health can help cancer patients gain more autonomy, self-acceptance, and personal growth. (iii) DHT for Progress monitoring: comprehensively and remotely. The concept "hospital at home" feasible with DHT. (iv) DHT for Prevention applications: reaching all rewardingly. (v) DHT for Professional standards: education excellence. Proficiency is desirable when using DHTs fast-advancing applications. Doctors may not have the information they need to use a given DHT. General Medical Council, UK, and Medical Council India have been proactive in technology training. Regulations & ethics rigour are required energetically. All new technologies must meet the same bar for clinical evidence as other clinical interventions. Digital Health Academy is required to meet the highest standards, energizing and ensuring excellence. In the current state of healthcare and growing demands, good developments in DHT seem the solution. A conceptual framework is a good start for generous success. We hope our work progresses mindsets, practices, and policies majorly.
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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.