ReviewBiomedical optics express2021
Smartphone-based optical spectroscopic platforms for biomedical applications: a review [Invited].
Review in Biomedical optics express, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 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
14 citing papers in PubMed, 56 citations in OpenAlex.
- Smartphone conjunctiva photography for malaria risk stratification in asymptomatic school age children.NPJ digital medicine · 2025Article
- Design of a handheld and portable fluorescence imaging system for quantitative detection of pregnancy-specific biomarkers in cattle.Analytical and bioanalytical chemistry · 2024Article
- Portable optical fiber biosensors integrated with smartphone: technologies, applications, and challenges [Invited].Biomedical optics express · 2024Review
- SmartOCT: smartphone-integrated optical coherence tomography.Biomedical optics express · 2023Article
- mHealth hyperspectral learning for instantaneous spatiospectral imaging of hemodynamics.PNAS nexus · 2023Article
- Conventional methods and future trends in antimicrobial susceptibility testing.Saudi journal of biological sciences · 2023Review
- Smartphone-read phage lateral flow assay for point-of-care detection of infection.The Analyst · 2023Article
- Review
- Design, fabrication and testing of 3D printed smartphone-based device for collection of intrinsic fluorescence from human cervix.Scientific reports · 2022Article
- Optical imaging spectroscopy for rapid, primary screening of SARS-CoV-2: a proof of concept.Scientific reports · 2022Article
- Smartphone-Based Refractive Index Optosensing Platform Using a DVD Grating.Sensors (Basel, Switzerland) · 2022Article
- An improved spectral estimation method based on color perception features of mobile phone camera.Frontiers in neuroscience · 2022Article
- Ultracompact fluorescence smartphone attachment using built-in optics for protoporphyrin-IX quantification in skin.Biomedical optics express · 2021Article
- Hyperspectral image processing for the identification and quantification of lentiviral particles in fluid samples.Scientific reports · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Rapid advancements in smartphone technology have enabled the integration of many optical detection techniques that leverage the embedded functional components and software platform of these sophisticated devices. Over the past few years, several research groups have developed high-resolution smartphone-based optical spectroscopic platforms and demonstrated their usability in different biomedical applications. Such platforms provide unprecedented opportunity to develop point-of-care diagnostics systems, especially for resource-constrained environments. In this review, we discuss the development of smartphone systems for optical spectroscopy and highlight current challenges and potential solutions to improve the scope for their future adaptability.
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.