Evidence map›Paper›PMID 42351531›Full record

ArticleDiagnostics (Basel, Switzerland)2026

Deep Learning-Based Automated Segmentation and Quantification of the Ellipsoid Zone and the RPE-Bruch's Membrane Complex in Healthy Subjects and in Geographic Atrophy.

Nasiq Hasan, Adarsh Gadari, Sharat Chandra Vupparaboina, Elham Sadeghi, Giulia Gregori, Utkarsh Doshi, José-Alain Sahel, Sandeep Chandra Bollepalli, Kiran Kumar Vupparaboina, Jay Chhablani

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 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

10 authors.

Nasiq HasanUniversity of Pittsburgh Medical Center, Pittsburgh, PA 15219, USA.
Adarsh GadariDepartment of Ophthalmology, University of Pittsburgh, Pittsburgh, PA 15219, USA.
Sharat Chandra VupparaboinaDepartment of Ophthalmology, University of Pittsburgh, Pittsburgh, PA 15219, USA.
Elham SadeghiUniversity of Pittsburgh Medical Center, Pittsburgh, PA 15219, USA.
Giulia GregoriUniversity of Pittsburgh Medical Center, Pittsburgh, PA 15219, USA.
Utkarsh DoshiDepartment of Ophthalmology, University of Pittsburgh, Pittsburgh, PA 15219, USA.ORCID 0009-0006-5637-3772
José-Alain SahelUniversity of Pittsburgh Medical Center, Pittsburgh, PA 15219, USA.
Sandeep Chandra BollepalliDepartment of Ophthalmology, University of Pittsburgh, Pittsburgh, PA 15219, USA.
Kiran Kumar VupparaboinaDepartment of Ophthalmology, University of Pittsburgh, Pittsburgh, PA 15219, USA.
Jay ChhablaniUniversity of Pittsburgh Medical Center, Pittsburgh, PA 15219, USA.ORCID 0000-0003-1772-3558

Funding

NIH CORE GRANT P30 EY08098
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencedeep learningellipsoid zoneRPE–Bruch’s membrane

Identifiers

PMID42351531
PMCPMC13298381

What OpenQuestion holds

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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 OpenQuestion graph.