Evidence map›Paper›PMID 41221444›Full record

ArticleIEEE open journal of engineering in medicine and biology2025

Training Indoor and Scene-Specific Semantic Segmentation Models to Assist Blind and Low Vision Users in Activities of Daily Living.

Ruijie Sun, Giles Hamilton-Fletcher, Sahil Faizal, Chen Feng, Todd E Hudson, John-Ross Rizzo, Kevin C Chan

Abstract read
In one paragraph

Article in IEEE open journal of engineering in medicine and 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

7 authors.

Ruijie SunComputer Science Department, Courant Institute of Mathematical SciencesNew York University New York NY 10012 USA.
Giles Hamilton-FletcherDepartments of Rehabilitation Medicine, Radiology, and Tech4Health Institute, NYU Grossman School of Medicine, NYU Langone HealthNew York University New York NY 10017 USA.ORCID https://orcid.org/0000-0001-5903-4334
Sahil FaizalDepartment of Computer Science and Engineering, Tandon School of EngineeringNew York University New York NY 10012 USA.
Chen FengDepartment of Civil and Urban Engineering & Department of Mechanical and Aerospace Engineering, Tandon School of EngineeringNew York University Brooklyn NY 11201 USA.ORCID https://orcid.org/0000-0003-3211-1576
Todd E HudsonDepartment of Rehabilitation Medicine, NYU Grossman School of Medicine, NYU Langone HealthNew York University New York NY 10017 USA.
John-Ross RizzoDepartments of Rehabilitation Medicine, Neurology, and Ophthalmology, NYU Grossman School of Medicine, NYU Langone Health, & Department of Biomedical Engineering, Tandon School of EngineeringNew York University New York NY 10017 USA.ORCID https://orcid.org/0000-0002-4084-0085
Kevin C ChanDepartments of Radiology and Ophthalmology, Tech4Health Institute & Neuroscience Institute, NYU Grossman School of Medicine, NYU Langone HealthNew York University New York NY 10016 USA.ORCID https://orcid.org/0000-0003-4012-7084

Funding

Sensory Substitution and Brain Plasticity Following Vision LossR01EY034897 · NEI · STANFORD UNIVERSITY · PI Kevin C Chan · 2024 to 2026
$2.2M
NEI NIH HHS R01 EY034897
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Basic and instrumental activities of daily livingmobile technologypersons with blindness or low visionsemantic segmentation modelsvisual assistive technology

Identifiers

PMID41221444
PMCPMC12599903

What OpenQuestion 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 OpenQuestion graph.