ArticleJournal of biomedical optics2026
Endoscopic multispectral imaging sensor systems for intraoperative tissue differentiation.
Article in Journal of biomedical optics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Significance: To remove the entire tumor area in cancer surgery, the margins are currently assessed by frozen sectioning or by analyzing the resected tissue afterwards. By utilizing spectral differences between healthy and malignant tissue, multispectral imaging (MSI) enables real-time tissue differentiation. Through miniaturization, the system can be used intraoperatively, thereby enabling the surgeon to define tumor margins, which reduces the need for a follow-up surgery. Aim: By obtaining characteristic spectral differences of healthy and malignant breast tissue, a miniaturized multispectral sensor system should be developed. The system should be compatible to commercial endoscopes, so that it can be used in minimally invasive endoscopic procedures. Approach: We analyzed hyperspectral measurements of an Results: The final setups can be used with a commercial endoscope and allow for 90 deg field of view and a high spatial resolution, but showed limitations in the SWIR transmission. Conclusion: The two demonstrated systems are promising steps towards real-time endoscopic tissue differentiation.
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.