ReviewBioengineering (Basel, Switzerland)2022
Smartphone-Based Biosensor Devices for Healthcare: Technologies, Trends, and Adoption by End-Users.
Review in Bioengineering (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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
22 citing papers in PubMed, 59 citations in OpenAlex.
- Microfluidic-Based Whole-Cell Biosensor Systems-Challenges and Future Applications.Biosensors · 2026Review
- Toward Smart Salivary Diagnostics: A Comprehensive Review of Heavy Metal Biomarkers and Digital Risk Modeling.Diagnostics (Basel, Switzerland) · 2026Review
- Telemedicine and digital health: The future for pharmaceutical companies and health care.Indian journal of pharmacology · 2026Review
- Paper-Based Device for the Colorimetric Determination of Glucose in Whole-Blood Samples Using a Smartphone.Bioengineering (Basel, Switzerland) · 2025Article
- Smartphones as Catalysts for Synergistic Nutrition: A New Era in Bioactive Detection, Personalization, and Food System Intelligence.Food science & nutrition · 2025Review
- An Integrated Nanosensor/Smartphone Platform for Point-of-Care Biomonitoring of Human Exposure to Pesticides.Analytical chemistry · 2025Article
- A Review on Optical Biosensors for Monitoring of Uric Acid and Blood Glucose Using Portable POCT Devices: Status, Challenges, and Future Horizons.Biosensors · 2025Review
- Case Report: The intersection of psychiatry and medicine: diagnostic and ethical insights from case studies.Frontiers in psychiatry · 2025Article
- Engineering Stimuli-Responsive Materials for Precision Medicine.Small (Weinheim an der Bergstrasse, Germany) · 2025Review
- Advances in Wearable Biosensors for Healthcare: Current Trends, Applications, and Future Perspectives.Biosensors · 2024Review
- Advances in Portable Optical Microscopy Using Cloud Technologies and Artificial Intelligence for Medical Applications.Sensors (Basel, Switzerland) · 2024Review
- Current smartphone-assisted point-of-care cancer detection: Towards supporting personalized cancer monitoring.Trends in analytical chemistry : TRAC · 2024Article
- Emerging therapeutic drug monitoring technologies: considerations and opportunities in precision medicine.Frontiers in pharmacology · 2024Review
- Simple and promising paper-based electrochemical platform for serological detection of American tegumentary leishmaniasis.Memorias do Instituto Oswaldo Cruz · 2024Article
- Emerging Roles of Microrobots for Enhancing the Sensitivity of Biosensors.Nanomaterials (Basel, Switzerland) · 2023Review
- Review
- Next-generation nanophotonic-enabled biosensors for intelligent diagnosis of SARS-CoV-2 variants.The Science of the total environment · 2023Review
- Flexible and Wearable Biosensors for Monitoring Health Conditions.Biosensors · 2023Review
- Pocketable Biosensor Based on Quartz-Crystal Microbalance and Its Application to DNA Detection.Sensors (Basel, Switzerland) · 2022Article
- Immunosensors-The Future of Pathogen Real-Time Detection.Sensors (Basel, Switzerland) · 2022Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Smart biosensors are becoming an important support for modern healthcare, even more so in the current context. Numerous smartphone-based biosensor developments were published in recent years, some highly effective and sensitive. However, when patents and patent applications related to smart biosensors for healthcare applications are analyzed, it is surprising to note that, after significant growth in the first half of the decade, the number of applications filed has decreased considerably in recent years. There can be many causes of this effect. In this review, we present the state of the art of different types of smartphone-based biosensors, considering their stages of development. In the second part, a critical analysis of the possible reasons why many technologies do not reach the market is presented. Both technical and end-user adoption limitations were addressed. It was observed that smart biosensors on the commercial stage are still scarce despite the great evolution that these technologies have experienced, which shows the need to strengthen the stages of transfer, application, and adoption of technologies by end-users.
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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.