Applications of Machine Learning in medical research
Making the most of eczema data for prediction, inference and treatment recommendation
**Background**: Atopic dermatitis (AD, eczema) is a chronic inflammatory skin disease with complex mechanisms that are not fully understood yet. Personalised eczema treatment …
Computational tools for data-driven personalised medicine for Atopic Dermatitis
Atopic dermatitis (AD) is a complex disease for which personalised medicine is of high relevance given the considerable variation in the clinical phenotypes and responses to …
A Bayesian Hidden Markov model to predict the dynamic evolution of disease severity in eczema
Bayesian Modelling to Predict the Evolution of Eczema Severity
Bayesian Machine Learning to Predict Short-term Course of Eczema Severity
Predicting short- and long-term outcomes of a systemic therapy for atopic dermatitis using machine learning methods
How can Machine Learning help our understanding of Atopic Dermatitis?