ReviewSeminars in radiation oncology2019
Big Data From Small Devices: The Future of Smartphones in Oncology.
Review in Seminars in radiation oncology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 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
17 citing papers in PubMed, 1 synthesis or guideline pooled it, 39 citations in OpenAlex.
- Pooled it
- Patients' and healthcare providers' perceptions in outpatient palliative cancer care services at a tertiary care hospital in Sri Lanka: prospects for adoption of a digital health intervention.BMC health services research · 2026Article
- Impact of a novel smartphone application for remote monitoring of gestational diabetes on glycaemic control and birth outcomes: a pilot observational study.Scientific reports · 2025Observational
- Application of Patient-Generated Health Data Among Older Adults With Cancer: Scoping Review.Journal of medical Internet research · 2025Article
- Automated, Real-Time Integration of Biometric Data From Wearable Devices With Electronic Medical Records: A Feasibility Study.JCO clinical cancer informatics · 2024Article
- "I Beat Cancer to Feel Sick:" Qualitative Experiences of Sleep Disturbance in Black Breast Cancer Survivors and Recommendations for Culturally Targeted Sleep Interventions.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2022Article
- The AIMS home-video method: parental experiences and appraisal for use in neonatal follow-up clinics.BMC pediatrics · 2022Article
- Lack of Acceptance of Digital Healthcare in the Medical Market: Addressing Old Problems Raised by Various Clinical Professionals and Developing Possible Solutions.Journal of Korean medical science · 2021Review
- Article
- Deep neural networks for COVID-19 detection and diagnosis using images and acoustic-based techniques: a recent review.Soft computing · 2021Article
- Use of patient-generated health data for shared decision-making in the clinical environment: ready for prime time.mHealth · 2021Article
- Patient generated health data and electronic health record integration in oncologic surgery: A call for artificial intelligence and machine learning.Journal of surgical oncology · 2021Review
- Article
- Accuracy of Mobile Applications versus Wearable Devices in Long-Term Step Measurements.Sensors (Basel, Switzerland) · 2020Article
- Use of patient-generated health data across healthcare settings: implications for health systems.JAMIA open · 2020Article
- Harnessing consumer smartphone and wearable sensors for clinical cancer research.NPJ digital medicine · 2020Review
- Predictors of Financial Toxicity in Patients Receiving Concurrent Radiation Therapy and Chemotherapy.Advances in radiation oncologyArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 3 institutions in 1 country.
Funding
Abstract
Technological advancements in the capabilities of modern smartphones offer tremendous potential to generate big data from small devices that could influence oncologists' decision-making. Here we describe the value of patient-generated health data (PGHD) that can be captured using mobile devices. We comment on the current use of smartphones in oncology clinical research and describe how smartphones will bring big data into the oncology clinic by enabling continuous patient monitoring, information sharing, and personalized clinical decision making in cancer care. Lastly, we describe practical considerations about how we can access and store PGHD in the future, describing how to harness the clinical value of PGHD and comment on the emerging applications for digital biomarkers captured by smartphones.
Indexed as
Identifiers
What 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.