Evidence map›Paper›PMID 41828013›Full record

ArticleDiagnostics (Basel, Switzerland)2026

Deep Learning-Based Choroidal Boundary Detection in Geographic Atrophy Using Spectral-Domain Optical Coherence Tomography.

Elham Rahmanipour, Nasiq Hasan, Adarsh Gadari, James Whitley, Soumya Sharma, Shreyaa Lall, Cristian de Los Santos, Elham Sadeghi, Sandeep Chandra Bollepalli, Kiran Kumar Vupparaboina and 2 more

Abstract read
PubMed Full text at PMC Publisher
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

12 authors.

Elham RahmanipourImmunology Research Center, Mashhad University of Medical Sciences, Mashhad 91779 48564, Iran.ORCID 0000-0001-8454-458X
Nasiq HasanDepartment of Ophthalmology, University of Pittsburgh, Pittsburgh, PA 15261, USA.
Adarsh GadariDepartment of Ophthalmology, University of Pittsburgh, Pittsburgh, PA 15261, USA.
James WhitleyDepartment of Ophthalmology, University of Pittsburgh, Pittsburgh, PA 15261, USA.
Soumya SharmaCollege of Medicine, The University of Toledo, Toledo, OH 43606, USA.
Shreyaa LallDepartment of Ophthalmology, University of Pittsburgh, Pittsburgh, PA 15261, USA.
Cristian de Los SantosFundacion Retina, Buenos Aires B1669, Argentina.
Elham SadeghiDepartment of Ophthalmology, University of Pittsburgh, Pittsburgh, PA 15261, USA.ORCID 0000-0003-3802-3219
Sandeep Chandra BollepalliDepartment of Ophthalmology, University of Pittsburgh, Pittsburgh, PA 15261, USA.
Kiran Kumar VupparaboinaDepartment of Ophthalmology, University of Pittsburgh, Pittsburgh, PA 15261, USA.
Mario J SavariaFundacion Retina, Buenos Aires B1669, Argentina.
Jay ChhablaniDepartment of Ophthalmology, University of Pittsburgh, Pittsburgh, PA 15261, 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

automated image analysischoroidal segmentationdeep learninggeographic atrophyswept-source OCT

Identifiers

PMID41828013
PMCPMC12984362

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.