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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
March 2022
Computer vision
Cite
Code
DOI
MedRxiv
Type
Journal article
Publication
JID Innovations
Atopic dermatitis
segmentation
inter-rater reliability
digital images
machine learning
Guillem Hurault
Research Associate
Kevin Pan
PhD student
Reiko Tanaka
Reader in Computational Systems Biology & Medicine
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Reliable detection of eczema areas for fully automated assessment of eczema severity from digital camera images
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Mathematical modeling of atopic dermatitis reveals “double-switch” mechanisms underlying 4 common disease phenotypes
Water resistance profile as a marker of skin barrier damage in atopic dermatitis patients
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