ReviewJournal of biomedical optics2023
Compact and ultracompact spectral imagers: technology and applications in biomedical imaging.
Review in Journal of biomedical optics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 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
23 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Medical hyperspectral imaging: an updated review of technology advancements and biomedical applications.Journal of biomedical optics · 2026Pooled it
- Endoscopic multispectral imaging sensor systems for intraoperative tissue differentiation.Journal of biomedical optics · 2026Article
- Python-controlled multimodal UV-VIS hyperspectral imaging system.Journal of biomedical optics · 2026Article
- Roadmap for light interaction with biophotonic surfaces and their diverse applications.Journal of biomedical optics · 2026Article
- Development and validation of a high-resolution hyperspectral imaging system for the retina.Journal of biomedical optics · 2026Article
- Dual-band spectral filter array integrated with a telecentric lens for real-time surface plasmon resonance sensing and imaging.Nanophotonics (Berlin, Germany) · 2025Article
- Hyperspectral and machine-learning-based classification of ischemic intestinal tissue.Journal of biomedical optics · 2025Article
- Machine reading and recovery of colors for hemoglobin-related bioassays and bioimaging.Science advances · 2025Article
- From ADAS to Material-Informed Inspection: Review of Hyperspectral Imaging Applications on Mobile Ground Robots.Sensors (Basel, Switzerland) · 2025Review
- Retina Phantom Model for Hyperspectral Imaging.Proceedings of SPIE--the International Society for Optical Engineering · 2025Article
- A Dual-Camera High-Resolution Hyperspectral Imaging System for the Retina.Proceedings of SPIE--the International Society for Optical Engineering · 2025Article
- An automatic processing framework for hyperspectral histologic images and benchmark dataset.Proceedings of SPIE--the International Society for Optical Engineering · 2025Article
- Transmissive-Detected Hyperspectral Imaging for Single-Vessel-Resolution Blood Oxygen Mapping.BME frontiers · 2025Article
- Enhancing Multispectral Breast Imaging Quality Through Frame Accumulation and Hybrid GA-CPSO Registration.Bioengineering (Basel, Switzerland) · 2024Article
- Detection and margin assessment of thyroid carcinoma with microscopic hyperspectral imaging using transformer networks.Journal of biomedical optics · 2024Article
- Design and validation of a high-speed hyperspectral laparoscopic imaging system.Journal of biomedical optics · 2024Article
- Advancing DIEP Flap Monitoring with Optical Imaging Techniques: A Narrative Review.Sensors (Basel, Switzerland) · 2024Review
- Snapshot spectral imaging: from spatial-spectral mapping to metasurface-based imaging.Nanophotonics (Berlin, Germany) · 2024Review
- Parameter-based transfer learning for severity classification of atopic dermatitis using hyperspectral imaging.Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) · 2024Article
- Nerve Detection and Visualization Using Hyperspectral Imaging for Surgical Guidance.Proceedings of SPIE--the International Society for Optical Engineering · 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
2 authors.
Funding
Abstract
Significance: Spectral imaging, which includes hyperspectral and multispectral imaging, can provide images in numerous wavelength bands within and beyond the visible light spectrum. Emerging technologies that enable compact, portable spectral imaging cameras can facilitate new applications in biomedical imaging. Aim: With this review paper, researchers will (1) understand the technological trends of upcoming spectral cameras, (2) understand new specific applications that portable spectral imaging unlocked, and (3) evaluate proper spectral imaging systems for their specific applications. Approach: We performed a comprehensive literature review in three databases (Scopus, PubMed, and Web of Science). We included only fully realized systems with definable dimensions. To best accommodate many different definitions of "compact," we included a table of dimensions and weights for systems that met our definition. Results: There is a wide variety of contributions from industry, academic, and hobbyist spaces. A variety of new engineering approaches, such as Fabry-Perot interferometers, spectrally resolved detector array (mosaic array), microelectro-mechanical systems, 3D printing, light-emitting diodes, and smartphones, were used in the construction of compact spectral imaging cameras. In bioimaging applications, these compact devices were used for Conclusions: Compact and ultracompact spectral imagers are the future of spectral imaging systems. Researchers in the bioimaging fields are building systems that are low-cost, fast in acquisition time, and mobile enough to be handheld.
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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.