Evidence map›Paper›PMID 41994082›Full record

ArticleJournal of biomedical optics2026

Polarized hyperspectral and polarized light microscopic imaging for enhanced visualization of white blood cells.

Ximing Zhou, Hasan K Mubarak, Ling Ma, Edward A Medina, Bradley B Brimhall, Marisa Whitted, Doreen Palsgrove, Madhu Shrestha, Baowei Fei

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Ximing ZhouUniversity of Texas at Dallas, Center for Imaging and Surgical Innovation, Richardson, Texas, United States.
Hasan K MubarakUniversity of Texas at Dallas, Center for Imaging and Surgical Innovation, Richardson, Texas, United States.ORCID https://orcid.org/0000-0002-1141-3471
Ling MaUniversity of Texas at Dallas, Center for Imaging and Surgical Innovation, Richardson, Texas, United States.ORCID https://orcid.org/0000-0002-4352-5697
Edward A MedinaUniversity of Texas Health Science Center at San Antonio, Department of Pathology and Laboratory Medicine, Texas, United States.
Bradley B BrimhallUniversity of Texas Health Science Center at San Antonio, Department of Pathology and Laboratory Medicine, Texas, United States.ORCID https://orcid.org/0000-0001-7563-6159
Marisa WhittedUniversity of Texas Health Science Center at San Antonio, Department of Pathology and Laboratory Medicine, Texas, United States.
Doreen PalsgroveUniversity of Texas Southwestern Medical Center, Department of Pathology, Dallas, Texas, United States.
Madhu ShresthaTexas A&M University, Department of Diagnostic Science, School of Dentistry, Dallas, Texas, United States.ORCID https://orcid.org/0000-0003-1904-3265
Baowei FeiUniversity of Texas at Dallas, Center for Imaging and Surgical Innovation, Richardson, Texas, United States.ORCID https://orcid.org/0000-0002-9123-9484

Funding

A Real-Time Hyperspectral Laparoscopic Stereo Imaging System for Robot-Assisted SurgeryR01CA288379 · NCI · UNIVERSITY OF TEXAS DALLAS · PI BAOWEI FEI · 2024 to 2026
$1.6M
NCI NIH HHS R01 CA288379
6 · The paper itself

Abstract

Significance: White blood cells (WBC) are hematopoietic cells of the immune system that protect the body by recognizing and eliminating infectious agents. Abnormalities in WBC production, maturation, or function can lead to disease and associated morphologic changes that, when systematically characterized, support diagnostic classification and clinical decision-making. Aim: We aim to investigate polarized hyperspectral imaging (PHSI) and polarized light imaging (PLI) microscopy for the visualization of WBCs. Approach: We developed a dual-modality microscopic imaging system that performs both polarized hyperspectral imaging and polarized light imaging. In the dual imaging setup, we used a snapscan hyperspectral camera and an RGB camera to acquire images separately and further calculate four Stokes parameters (S0, S1, S2, and S3) as well as three Stokes vector-derived parameters, namely, the degree of polarization, degree of linear polarization, and degree of circular polarization. Synthetic RGB images of Stokes vectors and Stokes vector-derived parameters were generated for the visualization of cellular components with PHSI images. The spectral signatures of representative WBCs, e.g., granulocytes and lymphocytes, were extracted for qualitative comparison. Results: The preliminary results demonstrate that Stokes vector parameters can enhance the visualization of granules in granulocytes, the visualization of surface structures of lymphocytes, and the morphologic visualization of the monocyte nucleus. Furthermore, the results also reveal that the measured spectra of Stokes vector parameters could enhance the differentiation of WBCs in the spectral dimension, represented by the qualitative comparison between granulocytes and lymphocytes. Conclusions: Utilizing the spatial and spectral information from the Stokes vector data, our customized polarized hyperspectral microscopic imaging system enhances the visualization of WBCs and may provide a tool for the diagnosis of disorders related to white blood cells.

Indexed as

Hyperspectral ImagingImage Processing, Computer-AssistedLeukocytesEquipment DesignHumansMicroscopy, Polarizationpolarized hyperspectral imaging (PHSI)polarized light imaging (PLI)Stokes vectorwhite blood cell

Identifiers

PMID41994082
PMCPMC13082741

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LicenceCC BY
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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.