ReviewJournal of medical systems2019
Predictive, Personalized, Preventive and Participatory (4P) Medicine Applied to Telemedicine and eHealth in the Literature.
Review in Journal of medical systems, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 1 of them a synthesis 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
34 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Pooled it
- Personalized Protocol for the Dynamic Assessment of Functional Biomarkers of Vascular Stiffness: A Novel Diagnostic Tool in P4 Medicine.Diagnostics (Basel, Switzerland) · 2026Article
- Artificial Intelligence For 6P Medicine: Consolidating AI Needs of Predictive, Preventive, Personalized, Participatory, Precision, and Public Health Trajectories.Journal of medical systems · 2026Review
- Precision medicine and personalized nursing in cardiovascular disease: clinical applications and frontier developments.Frontiers in cardiovascular medicine · 2026Review
- Precision medicine in rheumatoid arthritis: advances and clinical applications of multi-omics biomarkers.Frontiers in immunology · 2026Review
- Precision Medicine in Lung Cancer Screening: A Paradigm Shift in Early Detection-Precision Screening for Lung Cancer.Diagnostics (Basel, Switzerland) · 2025Review
- Reviewing Mobile Dental Apps for Children with Cognitive and Physical Impairments and Ideating an App Tailored to Special Healthcare Needs.Journal of clinical medicine · 2025Review
- Prediction of risk for isolated incomplete lateral meniscal injury using a dynamic nomogram based on MRI-derived anatomic radiomics and physical activity: a proof-of-concept study in 3PM-guided management.The EPMA journal · 2025Article
- Opportunities and challenges of a dynamic consent-based application: personalized options for personal health data sharing and utilization.BMC medical ethics · 2024Article
- Lowering Barriers to Health Risk Assessments in Promoting Personalized Health Management.Journal of personalized medicine · 2024Article
- Wellness or medicine? Use and perception of Ayurveda in Germany: data from an online-representative cross-sectional study.Frontiers in medicine · 2024Article
- The paradoxes of telehealth platforms: what did we learn from the use of telehealth platforms?Frontiers in digital health · 2024Article
- Review
- Identifying facilitators of and barriers to the adoption of dynamic consent in digital health ecosystems: a scoping review.BMC medical ethics · 2023Article
- Digital Emergency Management for a Complex One Health Landscape: the Need for Standardization, Integration, and Interoperability.Yearbook of medical informatics · 2023Article
- The Need for Green and Responsible Medical Informatics and Digital Health: Looking Forward with One Digital Health.Yearbook of medical informatics · 2023Article
- Detection of COVID-19-related biomarkers by electrochemical biosensors and potential for diagnosis, prognosis, and prediction of the course of the disease in the context of personalized medicine.Analytical and bioanalytical chemistry · 2023Review
- Data processing pipeline for cardiogenic shock prediction using machine learning.Frontiers in cardiovascular medicine · 2023Article
- One Digital Health for more FAIRness.Methods of information in medicine · 2022Article
- In.To. COVID-19 socio-epidemiological co-causality.Scientific reports · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The main objective of this work is to provide a review of existing research work into predictive, personalized, preventive and participatory medicine in telemedicine and ehealth. The academic databases used for searches are IEEE Xplore, PubMed, Science Direct, Web of Science and ResearchGate, taking into account publication dates from 2010 up to the present day. These databases cover the greatest amount of information on scientific texts in multidisciplinary fields, from engineering to medicine. Various search criteria were established, such as ("Predictive" OR "Personalized" OR "Preventive" OR "Participatory") AND "Medicine" AND ("eHealth" OR "Telemedicine") selecting the articles of most interest. A total of 184 publications about predictive, personalized, preventive and participatory (4P) medicine in telemedicine and ehealth were found, of which 48 were identified as relevant. Many of the publications found show how the P4 medicine is being developed in the world and the benefits it provides for patients with different illnesses. After the revision that was undertaken, it can be said that P4 medicine is a vital factor for the improvement of medical services. It is hoped that one of the main contributions of this study is to provide an insight into how P4 medicine in telemedicine and ehealth is being applied, as well as proposing outlines for the future that contribute to the improvement of prevention and prediction of illnesses.
Indexed as
Identifiers
30976942What Socratic holds
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 Socratic graph.