Evidence map›Paper›PMID 38886462›Full record

ArticleScientific reports2024

Effect of manual OCTA segmentation correction to improve image quality and visibility of choroidal neovascularization in AMD.

Daniel N Deussen, Anna Heinke, Wyatt Elsner, Carlo Miguel B Galang, Fritz Gerald P Kalaw, Alexandra Warter, Dirk-Uwe Bartsch, Lingyun Cheng, William R Freeman

Abstract read
In one paragraph

Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Observational
  5. Article
  6. Article
  7. 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.

Daniel N Deussen *Jacobs Retina Center, 9415 Campus Point Drive, La Jolla, CA, 92037, USA.
Anna Heinke *Jacobs Retina Center, 9415 Campus Point Drive, La Jolla, CA, 92037, USA. aheinke@health.ucsd.edu.
Wyatt ElsnerThe Department of Cognitive Science, University of California San Diego, San Diego, USA.
Carlo Miguel B GalangJacobs Retina Center, 9415 Campus Point Drive, La Jolla, CA, 92037, USA.
Fritz Gerald P KalawJacobs Retina Center, 9415 Campus Point Drive, La Jolla, CA, 92037, USA.
Alexandra WarterJacobs Retina Center, 9415 Campus Point Drive, La Jolla, CA, 92037, USA.
Dirk-Uwe BartschJacobs Retina Center, 9415 Campus Point Drive, La Jolla, CA, 92037, USA.
Lingyun ChengJacobs Retina Center, 9415 Campus Point Drive, La Jolla, CA, 92037, USA.
William R FreemanJacobs Retina Center, 9415 Campus Point Drive, La Jolla, CA, 92037, USA.

Funding

Bridge2AI:Salutogenesis Data Generation ProjectOT2OD032644 · OD · WASHINGTON UNIVERSITY · PI AYYAGARI, RADHA, BAHMANI, AMIR · 2022 to 2025
$32.7M
Vision BiostatisticsP30EY022589 · NEI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Derek Stuart Welsbie · 2012 to 2026
$10.3M
Mechanistic-Based Non-Invasive Assessment of Retinal Damage in HAART EraR01EY016323 · NEI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI BARTSCH, DIRK-UWE G · 2006 to 2020
$5.0M
SCH: Multimodal Retina Image Alignment and ApplicationsR01EY033847 · NEI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI AN, CHEOLHONG, BARTSCH, DIRK-UWE G · 2021 to 2024
$1.2M
NEI NIH HHS P30 EY022589NEI NIH HHS P30EY022589NEI NIH HHS R01 EY016323NEI NIH HHS R01 EY033847NIH HHS OT2 OD032644NIH HHS OT2OD032644NIH HHS R01EY033847
6 · The paper itself

Abstract

In this retrospective case series on neovascular age-related macular degeneration (nAMD), we aimed to improve Choroidal Neovascularization (CNV) visualization in Optical Coherence Tomography Angiography (OCTA) scans by addressing segmentation errors. Out of 198 eyes, 73 OCTA scans required manual segmentation correction. We compared uncorrected scans to those with minimal (2 corrections), moderate (10 corrections), and detailed (50 corrections) efforts targeting falsely segmented Bruch's Membrane (BM). Results showed that 55% of corrected OCTAs exhibited improved quality after manual correction. Notably, minimal correction (2 scans) already led to significant improvements, with additional corrections (10 or 50) not further enhancing expert grading. Reduced background noise and improved CNV identification were observed, with the most substantial improvement after two corrections compared to baseline uncorrected images. In conclusion, our approach of correcting segmentation errors effectively enhances image quality in OCTA scans of nAMD. This study demonstrates the efficacy of the method, with 55% of resegmented OCTA images exhibiting enhanced quality, leading to a notable increase in the proportion of high-quality images from 63 to 83%.

Indexed as

Choroidal NeovascularizationMacular DegenerationTomography, Optical CoherenceAgedAged, 80 and overFemaleFluorescein AngiographyHumansImage Processing, Computer-AssistedMaleMiddle AgedRetrospective Studies

Identifiers

PMID38886462
PMCPMC11183238

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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.