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; Tetsuo Ishikawa; Yoshihiro Ito; Katsunori Masaki; Sakura Sato; Norito Katoh; Hideaki Morita; Takeya Adachi

doi:10.1111/all.16586

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
, Tetsuo Ishikawa
, Yoshihiro Ito
, Katsunori Masaki
, Sakura Sato
, Norito Katoh
, Hideaki Morita
, Takeya Adachi

Research output: Contribution to journal › Letter › peer-review

Original language	English
Pages (from-to)	3185-3189
Number of pages	5
Journal	Allergy: European Journal of Allergy and Clinical Immunology
Volume	80
Issue number	11
DOIs	https://doi.org/10.1111/all.16586
Publication status	Published - 2025 Nov

Keywords

allergy diagnosis
atopic dermatitis
biomarkers
dermatology
education
personalized medicine
quality-of-Life

ASJC Scopus subject areas

Immunology and Allergy
Immunology

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1111/all.16586

Cite this

Okata-Karigane, U., Hirota, M., Takahashi, C., Miyagawa, A., Ako, R., Nakajima, S., Futamura, M., Yonekura, S., Ogawa, Y., Inomata, T., Ishikawa, T., Ito, Y., Masaki, K., Sato, S., Katoh, N., Morita, H., & Adachi, T. (2025). AI-Based Objective Severity Assessment of Atopic Dermatitis Using Patient Photos in a Real-World Setting: A Digital Biomarker Approach. Allergy: European Journal of Allergy and Clinical Immunology, 80(11), 3185-3189. https://doi.org/10.1111/all.16586

AI-Based Objective Severity Assessment of Atopic Dermatitis Using Patient Photos in a Real-World Setting: A Digital Biomarker Approach. / Okata-Karigane, Utako; Hirota, Masakazu; Takahashi, Chiaki et al.
In: Allergy: European Journal of Allergy and Clinical Immunology, Vol. 80, No. 11, 11.2025, p. 3185-3189.

Research output: Contribution to journal › Letter › peer-review

Okata-Karigane, U, Hirota, M, Takahashi, C, Miyagawa, A, Ako, R, Nakajima, S, Futamura, M, Yonekura, S, Ogawa, Y, Inomata, T, Ishikawa, T , Ito, Y , Masaki, K, Sato, S, Katoh, N, Morita, H & Adachi, T 2025, 'AI-Based Objective Severity Assessment of Atopic Dermatitis Using Patient Photos in a Real-World Setting: A Digital Biomarker Approach', Allergy: European Journal of Allergy and Clinical Immunology, vol. 80, no. 11, pp. 3185-3189. https://doi.org/10.1111/all.16586

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

keywords = "allergy diagnosis, atopic dermatitis, biomarkers, dermatology, education, personalized medicine, quality-of-Life",

author = "Utako Okata-Karigane and Masakazu Hirota and Chiaki Takahashi and Akihiro Miyagawa and Ryotaro Ako and Saeko Nakajima and Masaki Futamura and Satoru Yonekura and Yasushi Ogawa and Takenori Inomata and Tetsuo Ishikawa and Yoshihiro Ito and Katsunori Masaki and Sakura Sato and Norito Katoh and Hideaki Morita and Takeya Adachi",

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T2 - A Digital Biomarker Approach

AU - Okata-Karigane, Utako

AU - Hirota, Masakazu

AU - Takahashi, Chiaki

AU - Miyagawa, Akihiro

AU - Ako, Ryotaro

AU - Nakajima, Saeko

AU - Futamura, Masaki

AU - Yonekura, Satoru

AU - Ogawa, Yasushi

AU - Inomata, Takenori

AU - Ishikawa, Tetsuo

AU - Ito, Yoshihiro

AU - Masaki, Katsunori

AU - Sato, Sakura

AU - Katoh, Norito

AU - Morita, Hideaki

AU - Adachi, Takeya

PY - 2025/11

Y1 - 2025/11

KW - allergy diagnosis

KW - atopic dermatitis

KW - biomarkers

KW - dermatology

KW - education

KW - personalized medicine

KW - quality-of-Life

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UR - https://www.scopus.com/pages/publications/105005289906#tab=citedBy

U2 - 10.1111/all.16586

DO - 10.1111/all.16586

M3 - Letter

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AN - SCOPUS:105005289906

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EP - 3189

JO - Allergy: European Journal of Allergy and Clinical Immunology

JF - Allergy: European Journal of Allergy and Clinical Immunology

IS - 11

ER -

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

Keywords

ASJC Scopus subject areas

UN SDGs

Access to Document

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Cite this