Evidence map›Paper›PMID 40526559›Full record

ArticleIEEE transactions on medical imaging2025

Robotic Optical Coherence Tomography With Expanded Three-Dimensional Field-of-View Using Point-Cloud-Based Volumetric Montaging.

Raymond Fang, Pengpeng Zhang, Tingwei Zhang, Zihang Yan, Daniel Kim, Edison Sun, Roman Kuranov, Junghun Kweon, Alex S Huang, Hao F Zhang

Abstract read
In one paragraph

Article in IEEE transactions on medical imaging, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
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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

10 authors.

Raymond Fang
Pengpeng Zhang
Tingwei Zhang
Zihang Yan
Daniel Kim
Edison Sun
Roman Kuranov
Junghun Kweon
Alex S Huang
Hao F Zhang

Funding

Dynamic Variable Aqueous Humor Outflow and Glaucoma Therapies in the Human EyeR01EY030501 · NEI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Alex Huang, Hao F Zhang · 2020 to 2026
$3.5M
Clinical glaucoma management enabled by visible-light OCTU01EY033001 · NEI · NORTHWESTERN UNIVERSITY · PI SCHUMAN, JOEL S, ZHANG, HAO F · 2021 to 2025
$3.2M
In Vivo Function and Metabolism Evaluation of Glaucomatous RGCs by Two-Photon Scanning Laser OphthalmologyR01EY034353 · NEI · STANFORD UNIVERSITY · PI Yang Hu, Hao F Zhang · 2023 to 2026
$2.7M
Visible-light optical coherence tomography for clinical glaucoma managementR44EY026466 · NEI · OPTICENT, INC. · PI KURANOV, ROMAN · 2018 to 2023
$2.7M
Novel ocular imaging and molecular analysis of anterior eye segment for glaucomaR01EY034740 · NEI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Tsutomu Kume, Hao F Zhang · 2023 to 2026
$2.7M
Investigating nanoscale neuronal damages in early glaucoma towards clinical optical detectionR01EY029121 · NEI · NORTHWESTERN UNIVERSITY · PI LIU, XIAORONG, ZHANG, HAO F · 2018 to 2021
$2.0M
A Nanocarrier Platform for Targeting Schlemm's Canal CellsR01EY033813 · NEI · NORTHWESTERN UNIVERSITY · PI JOHNSON, MARK, SCOTT, EVAN ALEXANDER · 2022 to 2025
$1.9M
Modeling aqueous humour outfow based on digital twin of the anterior eye imaged by robotic OCTR01EY038008 · NEI · NORTHWESTERN UNIVERSITY · PI HUANG, ALEX, ZHANG, HAO F · 2025 to 2025
$1.6M
NEI NIH HHS R01 EY029121NEI NIH HHS R01 EY030501NEI NIH HHS R01 EY033813NEI NIH HHS R01 EY034353NEI NIH HHS R01 EY034740NEI NIH HHS R01 EY038008NEI NIH HHS R44 EY026466NEI NIH HHS U01 EY033001
6 · The paper itself

Abstract

Imaging complex, non-planar anatomies with optical coherence tomography (OCT) is limited by the optical field of view (FOV) in a single volumetric acquisition. Combining linear mechanical translation with OCT extends the FOV but suffers from inflexibility in imaging non-planar anatomies. We report the robotic OCT to fill this gap. To address challenges in volumetric reconstruction associated with the robotic movement accuracy being two orders of magnitudes worse than OCT imaging resolution, we developed a volumetric montaging algorithm. To test the robotic OCT, we imaged the entire circumferential aqueous humor outflow pathway, whose imaging has the potential to customize glaucoma surgeries but is typically constrained by the FOV in mice in vivo. We acquired volumetric OCT data at different robotic poses and reconstructed the entire anterior segment of the eye. From the segmented Schlemm's canal volume, we showed its circumferentially heterogeneous morphology; we also revealed a segmental nature in the circumferential distribution of collector channels with spatial features as small as a few micrometers.

Indexed as

Imaging, Three-DimensionalTomography, Optical CoherenceAlgorithmsAnimalsMice

Identifiers

PMID40526559
PMCPMC12764390

What OpenQuestion holds

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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 OpenQuestion graph.