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Determining the clinical applicability of machine learning models through assessment of reporting across skin phototypes and rarer skin cancer types: A systematic review
Lloyd Steele
,
Xiang Li Tan
,
Bayanne Olabi
,
Jing Mia Gao
,
Reiko Tanaka
,
Hywel C. Williams
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DOI
EczemaPred: A computational framework for personalised prediction of eczema severity dynamics
Prediction of the patient-pecific dynamic evolution of AD severity by EczemaPred will help manage and anticipate fluctuating disease symptoms, contributing to personalised medicine.
Guillem Hurault
,
Jean François Stalder
,
Sophie Mery
,
Alain Delarue
,
Markéta Saint Aroman
,
Gwendal Josse
,
Reiko Tanaka
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Code
DOI
R Package
Detecting eczema areas in digital images: an impossible task?
Guillem Hurault
,
Kevin Pan
,
Ricardo Mokhtari
,
Bayanne Olabi
,
Eleanor Earp
,
Lloyd Steele
,
Hywel C. Williams
,
Reiko Tanaka
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Code
DOI
MedRxiv
Data-driven research on eczema: systematic characterization of the field and recommendations for the future
Ariane Duverdier
,
Adnan Custovic
,
Reiko Tanaka
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Code
DOI
MedRxiv
Can serum biomarkers predict the outcome of systemic immunosuppressive therapy in adult atopic dermatitis patients?
Guillem Hurault
,
Evelien Roekevisch
,
Mandy .E. Schram
,
Krisztina Szegedi
,
Sanja Kezic
,
Maritza A. Middelkamp-Hup
,
Phyllis I. Spuls
,
Reiko Tanaka
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Code
DOI
MedRxiv
Model-based meta-analysis to optimise $\mathit{S.}$ $\mathit{aureus}$-targeted therapies for atopic dermatitis
Takuya Miyano
,
Alan D. Irvine
,
Reiko Tanaka
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Code
DOI
MedRxiv
Impact of environmental factors in predicting daily severity scores of atopic dermatitis
Guillem Hurault
,
Valentin Delorieux
,
Young‐Min Kim
,
Kangmo Ahn
,
Hywel C. Williams
,
Reiko Tanaka
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Code
DOI
MedRxiv
A mathematical model to identify optimal combinations of drug targets for dupilumab poor responders in atopic dermatitis
Takuya Miyano
,
Alan D. Irvine
,
Reiko Tanaka
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DOI
Immunoinflammatory Biomarkers in Serum Are Associated with Disease Severity in Atopic Dermatitis
Jesper Grønlund Holm
,
Guillem Hurault
,
Tove Agner
,
Maja Lisa Clausen
,
Sanja Kezic
,
Reiko Tanaka
,
Simon Francis Thomsen
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DOI
Stratum corneum markers of innate and T helper cell-related immunity and their relation to the disease severity in Croatian patients with atopic dermatitis
Ruzica Jurakic Toncic
,
Ivone Jakasa
,
Yuxin Sun
,
Guillem Hurault
,
Suzana Ljubojevic Hadzavdic
,
Reiko Tanaka
,
Sanja Kezic
,
Branka Marinovic
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DOI
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