Evidence map›Paper›PMID 41346397›Full record

ArticleJournal of biomedical optics2025

Development of a statistically standardized optical digital wrist model through integrated MRI-diffuse optical imaging methodology.

Tong Zhang, Lingxiu Xing, Wenjing Sun, Mai Dan, Wenxing Bai, Jiao Li, Dongyuan Liu, Limin Zhang, Feng Gao

Abstract read
In one paragraph

Article in Journal of biomedical optics, 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. Article
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.

Tong ZhangTianjin University, College of Precision Instrument and Optoelectronics Engineering, Tianjin, China.ORCID https://orcid.org/0009-0009-6831-3920
Lingxiu XingTianjin University, College of Precision Instrument and Optoelectronics Engineering, Tianjin, China.
Wenjing SunTianjin University, College of Precision Instrument and Optoelectronics Engineering, Tianjin, China.
Mai DanTianjin University, College of Precision Instrument and Optoelectronics Engineering, Tianjin, China.
Wenxing BaiTianjin University, College of Precision Instrument and Optoelectronics Engineering, Tianjin, China.
Jiao LiTianjin University, College of Precision Instrument and Optoelectronics Engineering, Tianjin, China.ORCID https://orcid.org/0000-0002-0298-7457
Dongyuan LiuTianjin University, College of Precision Instrument and Optoelectronics Engineering, Tianjin, China.
Limin ZhangTianjin University, College of Precision Instrument and Optoelectronics Engineering, Tianjin, China.ORCID https://orcid.org/0000-0002-0190-1711
Feng GaoTianjin University, College of Precision Instrument and Optoelectronics Engineering, Tianjin, China.ORCID https://orcid.org/0000-0002-3772-6193

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Significance: Current optical health-sensing devices rely on simplified homogeneous tissue models or semi-empirical ratiometric methods, which inadequately address anatomical complexity and inter-individual optical variability. This introduces systematic errors in light propagation modeling, compromising measurement accuracy and clinical robustness, necessitating organ-specific optical models for reliable physiological sensing. Aim: To develop a standard optical digital wrist (DW) model by integrating magnetic resonance imaging (MRI) and diffuse optical imaging (DOI), enabling anatomically accurate and optically realistic modeling of wrist tissues for improved precision in wearable optical health monitoring applications. Approach: The multimodal MRI-DOI framework was implemented, comprising three key components: (1) statistical integration of high-resolution MRI datasets generated a population-averaged anatomical DW template; (2) region-based time-domain diffuse optical tomography (TD-DOT) with MRI-derived anatomical priors, extracted depth-resolved optical properties of subsurface tissues; (3) spatial frequency domain imaging (SFDI) supplemented high-resolution optical properties of superficial skin layers. Results: Simulation experiments demonstrated the high accuracy of region-based TD-DOT reconstruction, with mean errors below 8.57% ( Conclusions: We establish a standard DW template and develop an

Indexed as

Magnetic Resonance ImagingOptical ImagingWristHumansImage Processing, Computer-AssistedPhantoms, ImagingTomography, OpticalWearable Electronic Devicesdigital wrist templatemagnetic resonance imagingoptical digital wrist modelspatial frequency domain imagingtime-domain diffuse optical tomography

Identifiers

PMID41346397
PMCPMC12674630

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.