Evidence map›Paper›PMID 42124637›Full record

ArticlebioRxiv : the preprint server for biology2026

Volumetric montaging of optical coherence tomography in human retinas.

Raymond Fang, Fengyuanshan Xu, Daniel Kim, Ronald Zambrano, Alexander Lam, Raphael Tinio, Cheng Sun, Christopher K S Leung, Joel Schuman, Rukhsana G Mirza and 1 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 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

11 authors.

Raymond FangDepartment of Biomedical Engineering, Northwestern University, Evanston IL (RF, FX, DK, HZ).
Fengyuanshan XuDepartment of Biomedical Engineering, Northwestern University, Evanston IL (RF, FX, DK, HZ).
Daniel KimDepartment of Biomedical Engineering, Northwestern University, Evanston IL (RF, FX, DK, HZ).
Ronald ZambranoGlaucoma Service, Wills Eye Hospital, Philadelphia, PA (JS and RZ).
Alexander LamDepartment of Ophthalmology, Hong Kong University Eye Centre, Hong Kong, People's Republic of China (AL, CL).
Raphael TinioDepartment of Ophthalmology, Northwestern University Feinberg, Chicago IL (RF, RM, RT, HZ).
Cheng SunDepartment of Mechanical Engineering, Northwestern University, Evanston IL (CS).ORCID 0000-0002-2744-0896
Christopher K S LeungDepartment of Ophthalmology, Hong Kong University Eye Centre, Hong Kong, People's Republic of China (AL, CL).
Joel SchumanGlaucoma Service, Wills Eye Hospital, Philadelphia, PA (JS and RZ).
Rukhsana G MirzaDepartment of Ophthalmology, Northwestern University Feinberg, Chicago IL (RF, RM, RT, HZ).
Hao F ZhangDepartment of Biomedical Engineering, Northwestern University, Evanston IL (RF, FX, DK, HZ).

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
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
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
Anatomical and functional imaging of the conventional outflow pathwayF30EY034033 · NEI · NORTHWESTERN UNIVERSITY · PI FANG, RAYMOND · 2023 to 2024
$97k
NEI NIH HHS F30 EY034033NEI NIH HHS R01 EY030501NEI NIH HHS R01 EY034740NEI NIH HHS R01 EY038008NEI NIH HHS U01 EY033001
6 · The paper itself

Abstract

Optical coherence tomography (OCT) has transformed clinical eye care by providing high-resolution volumetric imaging of the retina. Recently, ultrawide-field-of-view (FOV) OCT played an increasingly significant clinical role; however, most clinical OCT systems offer only a rather limited FOV. We increased the FOV of clinical OCT by volumetrically montaging multiple OCT datasets in three dimensions (3D). We performed volumetric montaging by representing the internal limiting membrane (ILM) and retinal pigment epithelium (RPE) in each volume as point clouds and using these point clouds to compute transformations that map each volume to a common reference frame. We validated our methodology using datasets from three institutions with different OCT hardware and data-acquisition procedures. Using the mean surface distance between point clouds, we found the error in montaging was less than the lateral pixel size. Our method enabled existing clinical OCT to achieve ultrawide FOV imaging without any hardware modification.

Indexed as

Data processingoptical coherence tomographyretinathree-dimensionalvolumetric montaging

Identifiers

PMID42124637
PMCPMC13160059

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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.