Evidence map›Paper›PMID 39480203›Full record

ReviewInternational ophthalmology clinics2024

Implementation of Artificial Intelligence in Retinopathy of Prematurity Care: Challenges and Opportunities.

Andrew S H Tsai, Michelle Yip, Amy Song, Gavin S W Tan, Daniel S W Ting, J Peter Campbell, Aaron Coyner, Robison Vernon Paul Chan

Abstract readReview
In one paragraph

Review in International ophthalmology clinics, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
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

8 authors.

Andrew S H TsaiSingapore National Eye Centre, Singapore.
Michelle YipSingapore National Eye Centre, Singapore.
Amy SongDepartment of Ophthalmology and Visual Sciences, University of Illinois at Chicago, Illinois Eye and Ear Infirmary, Chicago, IL.
Gavin S W TanSingapore National Eye Centre, Singapore.
Daniel S W TingSingapore National Eye Centre, Singapore.
J Peter CampbellCasey Eye Institute, Oregon Health & Science University, Portland, OR.
Aaron CoynerCasey Eye Institute, Oregon Health & Science University, Portland, OR.
Robison Vernon Paul ChanDepartment of Ophthalmology and Visual Sciences, University of Illinois at Chicago, Illinois Eye and Ear Infirmary, Chicago, IL.ORCID 0000-0002-1971-2249

Funding

Proteomics CoreP30EY010572 · NEI · OREGON HEALTH & SCIENCE UNIVERSITY · PI Kate E Keller · 1995 to 2026
$19.4M
Clinical and Genetic Analysis of Retinopathy of PrematurityR01EY019474 · NEI · OREGON HEALTH & SCIENCE UNIVERSITY · PI CAMPBELL, JOHN PETER · 2010 to 2020
$7.0M
Artificial Intelligence Assisted Panoramic Optical Coherence Tomography Angiography for Retinopathy of PrematurityR01HD107494 · NICHD · OREGON HEALTH & SCIENCE UNIVERSITY · PI John Peter Campbell, Yifan Jian · 2021 to 2026
$2.4M
NEI NIH HHS P30 EY010572NEI NIH HHS R01 EY019474NICHD NIH HHS R01 HD107494
6 · The paper itself

Abstract

The diagnosis of retinopathy of prematurity (ROP) is primarily image-based and suitable for implementation of artificial intelligence (AI) systems. Increasing incidence of ROP, especially in low and middle-income countries, has also put tremendous stress on health care systems. Barriers to the implementation of AI include infrastructure, regulatory, legal, cost, sustainability, and scalability. This review describes currently available AI and imaging systems, how a stable telemedicine infrastructure is crucial to AI implementation, and how successful ROP programs have been run in both low and middle-income countries and high-income countries. More work is needed in terms of validating AI systems with different populations with various low-cost imaging devices that have recently been developed. A sustainable and cost-effective ROP screening program is crucial in the prevention of childhood blindness.

Indexed as

Artificial IntelligenceRetinopathy of PrematurityHumansInfant, NewbornNeonatal ScreeningTelemedicine

Identifiers

PMID39480203
PMCPMC11512619

What OpenQuestion holds

Textmetadata
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.