Evidence map›Paper›PMID 40667069›Full record

ArticlebioRxiv : the preprint server for biology2025

Phantom Forms in Amblyopic Vision and what they reveal about the Generative Brain.

Akihito Maruya, Bhavatharini Ramakrishnan, Farzaneh Olianezhad, Jingyun Wang, Jose-Manuel Alonso, Qasim Zaidi

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. 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

6 authors.

Akihito MaruyaGraduate Center for Vision Research, State University of New York, New York, NY.
Bhavatharini RamakrishnanGraduate Center for Vision Research, State University of New York, New York, NY.
Farzaneh OlianezhadGraduate Center for Vision Research, State University of New York, New York, NY.
Jingyun WangGraduate Center for Vision Research, State University of New York, New York, NY.
Jose-Manuel AlonsoGraduate Center for Vision Research, State University of New York, New York, NY.
Qasim ZaidiGraduate Center for Vision Research, State University of New York, New York, NY.

Funding

Orientation Processing Deficits in Amblyopia: Neural Bases to Functional ImplicationsR21EY035085 · NEI · STATE COLLEGE OF OPTOMETRY · PI ZAIDI, QASIM · 2023 to 2024
$450k
Shape Distortions seen by Amblyopic Children: Pereceptograms and Neural ModelsR21EY035838 · NEI · STATE COLLEGE OF OPTOMETRY · PI ZAIDI, QASIM · 2024 to 2025
$450k
NEI NIH HHS R21 EY035085NEI NIH HHS R21 EY035838
6 · The paper itself

Abstract

What we see is generated by our cortical neurons processing sensory input. Amblyopia provides a perfect case for studying the neural generation of percepts because abnormal neural development of cortex leads to many amblyopes seeing more complex phantom forms than the viewed stimulus through their amblyopic eye (AE) but not through the fellow eye (FE). Using computer guided dichoptic displays, we showed that 92.6% of phantom percepts generated by single gratings shown to AE were matched exactly by plaids (sums of two gratings) shown to FE. A formal equation between the cortical signals generated by the gratings seen through AE and the signals generated by their matched patterns seen through FE, provided the derivation of AE cortical receptive fields as linear transforms of FE receptive fields. The transformed AE cortical model accurately generated the phantoms, was validated via reverse-correlation, and explained deficits in form detection and spatial localization. This study elucidates the close link between percepts and neuronal receptive fields.

Indexed as

amblyopiaform perceptionperceptual distortionsphantom perceptsreceptive fieldsvisual disordersvisual perception

Identifiers

PMID40667069
PMCPMC12262670

What OpenQuestion holds

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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.