Evidence map›Paper›PMID 40390173›Full record

ArticleAllergy2025

AI-Based Objective Severity Assessment of Atopic Dermatitis Using Patient Photos in a Real-World Setting: A Digital Biomarker Approach.

Utako Okata-Karigane, Masakazu Hirota, Chiaki Takahashi, Akihiro Miyagawa, Ryotaro Ako, Saeko Nakajima, Masaki Futamura, Satoru Yonekura, Yasushi Ogawa, Takenori Inomata and 7 more

Abstract readLetter
In one paragraph

Article in Allergy, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Current research landscape and future prospects of in silico modeling approaches for atopic dermatitis.JID innovations : skin science from molecules to population health · 2026
    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

17 authors.

Utako Okata-KariganeDepartment of Dermatology, Keio University School of Medicine, Shinjuku-ku, Tokyo, Japan.ORCID https://orcid.org/0000-0003-0540-1711
Masakazu HirotaDepartment of Orthoptics, Teikyo University, Tokyo, Japan.ORCID https://orcid.org/0000-0003-1420-9844
Chiaki TakahashiDepartment of Dermatology, Keio University School of Medicine, Shinjuku-ku, Tokyo, Japan.ORCID https://orcid.org/0009-0003-4427-234X
Akihiro MiyagawaDepartment of Dermatology, Keio University School of Medicine, Shinjuku-ku, Tokyo, Japan.ORCID https://orcid.org/0000-0002-0732-3262
Ryotaro AkoAtopiyo LLC, Ichikawa, Japan.ORCID https://orcid.org/0009-0005-8935-2364
Saeko NakajimaDepartment of Dermatology, Kyoto University Graduate School of Medicine, Kyoto, Japan.ORCID https://orcid.org/0000-0003-0831-1447
Masaki FutamuraENGAGE Task Force, Tokyo, Japan.ORCID https://orcid.org/0000-0002-7442-9649
Satoru YonekuraDepartment of Dermatology, Kyoto University Graduate School of Medicine, Kyoto, Japan.ORCID https://orcid.org/0000-0003-4047-3016
Yasushi OgawaDepartment of Advanced Medicine, Nagoya University Hospital, Aichi, Japan.ORCID https://orcid.org/0000-0003-3553-9607
Takenori InomataENGAGE Task Force, Tokyo, Japan.ORCID https://orcid.org/0000-0003-3435-1055
Tetsuo IshikawaDepartment of Extended Intelligence for Medicine, The Ishii-Ishibashi Laboratory, Keio University School of Medicine.ORCID https://orcid.org/0000-0001-5418-5387
Yoshihiro ItoDepartment of Dermatology, Keio University School of Medicine, Shinjuku-ku, Tokyo, Japan.ORCID https://orcid.org/0000-0003-3536-4819
Katsunori MasakiAllergy Center, Keio University Hospital, Shinjuku-ku, Tokyo, Japan.ORCID https://orcid.org/0000-0003-0909-9409
Sakura SatoENGAGE Task Force, Tokyo, Japan.ORCID https://orcid.org/0000-0003-3674-0759
Norito KatohDepartment of Medical Innovation and Translational Medical Science, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan.ORCID https://orcid.org/0000-0002-3498-2482
Hideaki MoritaENGAGE Task Force, Tokyo, Japan.ORCID https://orcid.org/0000-0003-0928-8322
Takeya AdachiDepartment of Dermatology, Keio University School of Medicine, Shinjuku-ku, Tokyo, Japan.ORCID https://orcid.org/0000-0002-5289-5980

Funding

AMED JP22ek0410090SECOM Science and Technology FoundationThe Scientific Research Fund of the Ministry of Health, Labour and Welfare, Japan 21FE2001
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

allergy diagnosisatopic dermatitisbiomarkersdermatologyeducationpersonalized medicinequality‐of‐Life

Identifiers

PMID40390173
PMCPMC12590331

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.