Evidence map›Paper›PMID 41463042›Full record

ArticleBiomedicines2025

An Exploratory Study of Machine Learning-Based Open-Angle Glaucoma Detection Using Specific Autoantibodies.

Naoko Takada, Makoto Ishikawa, Takahiro Ninomiya, Yukitoshi Izumi, Kota Sato, Hiroshi Kunikata, Yu Yokoyama, Satoru Tsuda, Eriko Fukuda, Kei Yamaguchi and 7 more

Abstract read
In one paragraph

Article in Biomedicines, 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

17 authors.

Naoko TakadaDepartment of Ophthalmology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan.ORCID 0009-0002-6783-3667
Makoto IshikawaDepartment of Ophthalmology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan.
Takahiro NinomiyaDepartment of Ophthalmology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan.ORCID 0000-0002-2214-6698
Yukitoshi IzumiTaylor Family Institute for Innovative Psychiatric Research, Washington University School of Medicine, St. Louis, MO 63110, USA.
Kota SatoDepartment of Ophthalmology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan.ORCID 0000-0002-0176-5545
Hiroshi KunikataDepartment of Ophthalmology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan.
Yu YokoyamaDepartment of Ophthalmology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan.
Satoru TsudaDepartment of Ophthalmology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan.
Eriko FukudaProteoBridge Co., Tokyo 135-0064, Japan.ORCID 0000-0003-3086-3707
Kei YamaguchiProteoBridge Co., Tokyo 135-0064, Japan.
Chihiro OnoProteoBridge Co., Tokyo 135-0064, Japan.
Tomoko KiriharaOphthalmic Innovation Center, Santen Pharmaceutical Co., Ltd., Osaka 530-0011, Japan.
Chie ShintaniProduct Development Division, Santen Pharmaceutical Co., Ltd., Nara 630-0101, Japan.
Akiko HanyudaDepartment of Ophthalmology, School of Medicine, Keio University, Shinjuku-ku 160-8582, Japan.
Naoki GoshimaProteoBridge Co., Tokyo 135-0064, Japan.
Charles F ZorumskiTaylor Family Institute for Innovative Psychiatric Research, Washington University School of Medicine, St. Louis, MO 63110, USA.ORCID 0000-0002-9704-5154
Toru NakazawaDepartment of Ophthalmology, Tohoku University Graduate School of Medicine, Sendai 980-8574, Japan.

Funding

Japan Agency for Medical Research and Development JP17bm0404017Japan Agency for Medical Research and Development JP18hm0102029JSPS KAKENHI Grants-in-Aid for Scientific Research C 22K09827JSPS KAKENHI Grants-in-Aid for Scientific Research C 23K09037JST COI-NEXT JPMJPF2201Santen Pharmaceutical Co., Ltd. RD20190108
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

autoantibodydiagnosismachine learningopen-angle glaucoma

Identifiers

PMID41463042
PMCPMC12730685

What OpenQuestion holds

Textmetadata
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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.