Challenges in Identifying Asthma Subgroups Using Unsupervised Statistical Learning Techniques

Multiple atopy phenotypes and their associations with asthma: similar findings from two birth cohorts

(2013) N. Lazic et al.   ALLERGY

Novel Therapies in Asthma

(2013) Eric S. Papierniak et al.   AMERICAN JOURNAL OF THERAPEUTICS

Pediatric asthma and development of atopy

(2013) Adnan Custovic et al.   Current Opinion in Allergy and Clinical Immunology

Joint modeling of parentally reported and physician-confirmed wheeze identifies children with persistent troublesome wheezing

(2013) Danielle C.M. Belgrave et al.   JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY

Asthma phenotyping, therapy, and prevention: what can we learn from systems biology?

(2013) Alexandra Sittka et al.   PEDIATRIC RESEARCH

Two novel, severe asthma phenotypes identified during childhood using a clustering approach

(2012) Jocelyne Just et al.   EUROPEAN RESPIRATORY JOURNAL

Identifying adult asthma phenotypes using a clustering approach

(2011) V. Siroux et al.   EUROPEAN RESPIRATORY JOURNAL

Asthma endotypes: A new approach to classification of disease entities within the asthma syndrome

(2011) Jan Lötvall et al.   JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY

Beyond Atopy

(2010) Angela Simpson et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

A Framework for Feature Selection in Clustering

(2010) Daniela M. Witten et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Spirometry Centile Charts for Young Caucasian Children: The Asthma UK Collaborative Initiative

(2009) S. Stanojevic et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

Identification of Asthma Phenotypes Using Cluster Analysis in the Severe Asthma Research Program

(2009) Wendy C. Moore et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

Cluster Analysis and Clinical Asthma Phenotypes

(2008) Pranab Haldar et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

Dimensions of Respiratory Symptoms in Preschool Children

(2008) Jaclyn A. Smith et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

Multiple factor analysis and clustering of a mixture of quantitative, categorical and frequency data

(2007) Mónica Bécue-Bertaut et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS