ReviewAnalytical and bioanalytical chemistry2021
Recent trends in smartphone-based detection for biomedical applications: a review.
Review in Analytical and bioanalytical chemistry, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 53 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
53 citing papers in PubMed, 155 citations in OpenAlex.
- Noninvasive malaria detection beyond blood sampling.Sensors & diagnostics · 2026Review
- Smartphone-Based Technologies in Equine Sports Medicine: Supporting Athlete Management-A Review.Sensors (Basel, Switzerland) · 2026Review
- Smartphone-Based Grading and Rehabilitation in Patients With Facial Palsy Using Computer Vision: Prospective Validation Study.JMIR rehabilitation and assistive technologies · 2026Article
- A smartphone-based optical detection for rapid and reliable quantification of bacterial contamination on stainless-steel surfaces.Applied and environmental microbiology · 2026Article
- Broadband, low-noise heterojunction photodiodes enabled by simple and scalable transfer of carbon nanowalls.Scientific reports · 2026Article
- AI and Microfluidics: Unlocking Cellular Motility for Bioengineering.Bioengineering (Basel, Switzerland) · 2026Review
- A FRET Aptasensor Based on N-CQDs for Detection of Cardiac Troponin I in Acute Myocardial Infarction Diagnosis.International journal of nanomedicine · 2026Article
- The impact of COVID-19 pandemic on the etiological spectrum of respiratory infections in children.European journal of clinical microbiology & infectious diseases : official publication of the European Society of Clinical Microbiology · 2025Article
- Enhancing Biomarker Detection and Imaging Performance of Smartphone Fluorescence Microscopy Devices.Biosensors · 2025Article
- A Mobile Sperm Analyzer with User-Friendly Microfluidic Chips for Rapid On-Farm Semen Evaluation.Biosensors · 2025Article
- Integration of AI and ML in Tuberculosis (TB) Management: From Diagnosis to Drug Discovery.Diseases (Basel, Switzerland) · 2025Review
- Rapid Amplification and Detection of Single-Stranded Nucleic Acids for Point-of-Care Diagnosis.Small methods · 2025Review
- Smartphone conjunctiva photography for malaria risk stratification in asymptomatic school age children.NPJ digital medicine · 2025Article
- Integrating artificial intelligence with smartphone-based imaging for cancer detection in vivo.Biosensors & bioelectronics · 2025Review
- Impact of Point-of-Care Testing on Diagnosis, Treatment, and Surveillance of Vaccine-Preventable Viral Infections.Diagnostics (Basel, Switzerland) · 2025Review
- Smartphone-integrated visual inspection for enhancing agricultural product quality and safety: a review.Critical reviews in food science and nutrition · 2025Review
- A New Caffeine Detection Method Using a Highly Multiplexed Smartphone-Based Spectrometer.Biosensors · 2024Article
- Value proposition of retinal imaging in Alzheimer's disease screening: A review of eight evolving trends.Progress in retinal and eye research · 2024Review
- Advances in Portable Optical Microscopy Using Cloud Technologies and Artificial Intelligence for Medical Applications.Sensors (Basel, Switzerland) · 2024Review
- Rolosense: Mechanical Detection of SARS-CoV-2 Using a DNA-Based Motor.ACS central science · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 2 institutions in 1 country.
Funding
Abstract
Smartphone-based imaging devices (SIDs) have shown to be versatile and have a wide range of biomedical applications. With the increasing demand for high-quality medical services, technological interventions such as portable devices that can be used in remote and resource-less conditions and have an impact on quantity and quality of care. Additionally, smartphone-based devices have shown their application in the field of teleimaging, food technology, education, etc. Depending on the application and imaging capability required, the optical arrangement of the SID varies which enables them to be used in multiple setups like bright-field, fluorescence, dark-field, and multiple arrays with certain changes in their optics and illumination. This comprehensive review discusses the numerous applications and development of SIDs towards histopathological examination, detection of bacteria and viruses, food technology, and routine diagnosis. Smartphone-based devices are complemented with deep learning methods to further increase the efficiency of the devices. Graphical Abstract.
Indexed as
Identifiers
What OpenQuestion 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 OpenQuestion graph.