Evidence map›Paper›PMID 40696066›Full record

ArticleScientific reports2025

Development of a digital micromirror device-based hyperspectral imaging system with dynamically adjustable measurement regions.

Jewon Lee, Dohyeon Son, Hanvit Kim, Soohyun Lee, Jin Roh, Jonghee Yoon

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Jewon LeeDepartment of Energy Systems Research, Ajou University, 164, Worldcup-ro, Yeongtong-gu, Suwon, 16499, Gyeonggi-do, South Korea.
Dohyeon SonDepartment of Energy Systems Research, Ajou University, 164, Worldcup-ro, Yeongtong-gu, Suwon, 16499, Gyeonggi-do, South Korea.
Hanvit KimDigital Biomedical Research Division, Electronics and Telecommunications Research Institute, Daejeon, 34129, South Korea.
Soohyun LeeDigital Biomedical Research Division, Electronics and Telecommunications Research Institute, Daejeon, 34129, South Korea.
Jin RohDepartment of Pathology, Ajou University School of Medicine, Suwon, 16499, South Korea. jin.roh327@gmail.com.
Jonghee YoonDepartment of Energy Systems Research, Ajou University, 164, Worldcup-ro, Yeongtong-gu, Suwon, 16499, Gyeonggi-do, South Korea. jyoon48@ajou.ac.kr.

Funding

Electronics and Telecommunications Research Institute 24ZR1220Korea Health Industry Development Institute HR21C1003National Research Foundation of Korea 2021R1C1C1011047
6 · The paper itself

Abstract

Hyperspectral imaging (HSI) captures both spatial and spectral information simultaneously, enabling accurate discrimination of targets that are difficult to distinguish using conventional color imaging techniques. As a result, HSI has been widely applied across various fields, including remote sensing, industrial inspection, and biomedical diagnostics. Although many HSI methods have been developed, their imaging specifications-such as spatial and spectral resolution and acquisition speed-are largely constrained by the optical components employed. These limitations pose significant challenges in dynamic imaging environments or when the target's size and shape vary over time. In this study, we present a novel HSI technique utilizing a digital micromirror device (DMD) to enable high spectral resolution imaging with adjustable spectral acquisition regions. The DMD operates in a binary mode, reflecting light toward two discrete angles based on input patterns, thereby facilitating the simultaneous acquisition of spectral data and wide-field images. The spectral acquisition regions are clearly visualized as darkened areas in the wide-field image, eliminating the need for post-imaging registration. The proposed DMD-based HSI method demonstrates high fidelity in spectral data acquisition and enables spatially resolved spectral imaging. Additionally, we validate its applicability to biomedical applications by successfully differentiating spectral profiles of normal and cancerous tissues from a H&E-stained slide. Collectively, the DMD-based HSI approach offers a versatile and practical imaging solution in cases requiring high spectral resolution under dynamic imaging conditions.

Indexed as

Cancer diagnosisDigital micromirror deviceHyperspectral imagingMicroscopy

Identifiers

PMID40696066
PMCPMC12284251

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Registered trials

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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.