machine learning

Reliable detection of eczema areas for fully automated assessment of eczema severity from digital camera images
Rahman Attar, Guillem Hurault, Zihao Wang, Ricardo Mokhtari, Kevin Pan, Bayanne Olabi, Eleanor Earp, Lloyd Steele, Hybel C. Williams
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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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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
Cite 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
Cite Code DOI MedRxiv