D. Belgrave

发表

AI for social good: unlocking the opportunity for positive impact

Yee Whye Teh, Mohammad Emtiyaz Khan, Frank Hutter, 2020, Nature Communications.

Challenges in identifying asthma subgroups using unsupervised statistical learning techniques.

I. Buchan, O. Kalayci, A. Custovic, 2013, American journal of respiratory and critical care medicine.

Characterizing wheeze phenotypes to identify endotypes of childhood asthma, and the implications for future management

A. Custovic, D. Belgrave, A. Simpson, 2013, Expert review of clinical immunology.

Evolution of IgE responses to multiple allergen components throughout childhood

M. Rattray, A. Custovic, D. Belgrave, 2018, The Journal of allergy and clinical immunology.

Genetic variants in endotoxin signalling pathway, domestic endotoxin exposure and asthma exacerbations

A. Custovic, D. Belgrave, A. Simpson, 2014, Pediatric allergy and immunology : official publication of the European Society of Pediatric Allergy and Immunology.

A Machine Learning Approach to Understanding Patterns of Engagement With Internet-Delivered Mental Health Interventions

Jorge E. Palacios, Gavin Doherty, Tim Regan, 2020, JAMA network open.

Trajectories of lung function during childhood.

I. Buchan, A. Custovic, D. Belgrave, 2014, American journal of respiratory and critical care medicine.

Bayesian Machine Learning Approaches for Longitudinal Latent Class Modelling to Define Wheezing Phenotypes to Elucidate Genetic and Environmental Predisposition

Christopher M. Bishop, Adnan Custovic, Angela Simpson, 2012 .

Challenges in interpreting wheeze phenotypes: the clinical implications of statistical learning techniques.

A. Custovic, D. Belgrave, A. Simpson, 2014, American journal of respiratory and critical care medicine.

(2019). Differential associations of allergic disease genetic variants with developmental profiles of eczema, wheeze and rhinitis. Clinical and Experimental Allergy

A. Custovic, D. Belgrave, A. Simpson, 2019 .

Atopic Dermatitis and Respiratory Allergy: What is the Link

I. Buchan, A. Custovic, D. Belgrave, 2015, Current Dermatology Reports.

Developmental Pro les of Eczema , Wheeze , and Rhinitis : Two Population-Based Birth Cohort Studies

J. Guiver, I. Buchan, A. Custovic, 2014 .

Cat ownership, cat allergen exposure, and trajectories of sensitization and asthma throughout childhood

A. Custovic, D. Belgrave, A. Simpson, 2017, The Journal of allergy and clinical immunology.

Phenotyping immune responses In asthma and respiratory infections

M. Rattray, A. Custovic, D. Belgrave, 2016 .

Lung function trajectories from pre-school age to adulthood and their associations with early life factors: a retrospective analysis of three population-based birth cohort studies.

I. Buchan, A. Custovic, D. Belgrave, 2018, The Lancet. Respiratory medicine.

Proceedings of the 26th International Workshop on Statistical Modelling. Valencia (Spain)

Christopher M. Bishop, Adnan Custovic, Angela Simpson, 2011 .

Causal Bandits without prior knowledge using separating sets

Arnoud A. W. M. de Kroon, J. Mooij, D. Belgrave, 2020, CLeaR.

Challenges in interpreting allergen microarrays in relation to clinical symptoms: A machine learning approach

I. Buchan, A. Custovic, D. Belgrave, 2013, Pediatric allergy and immunology : official publication of the European Society of Pediatric Allergy and Immunology.

Assessing the association of early life antibiotic prescription with asthma exacerbations, impaired antiviral immunity, and genetic variants in 17q21: a population-based birth cohort study.

A. Pickles, A. Custovic, S. Johnston, 2014, The Lancet. Respiratory medicine.

A longitudinal study investigating factors associated with changes in lung function over time in early life (age 3 to 11)

A. Custovic, D. Belgrave, L. Lowe, 2011 .

4th Pediatric Allergy and Asthma Meeting (PAAM)

Manuel A. R. Ferreira, C. Gieger, D. Postma, 2016, Clinical and Translational Allergy.

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

A. Pickles, I. Buchan, A. Custovic, 2013, The Journal of allergy and clinical immunology.

Active Acquisition for Multimodal Temporal Data: A Challenging Decision-Making Task

Viorica Patraucean, Andrew Jaegle, Nenad Tomašev, 2022, ArXiv.

Trajectories of childhood immune development and respiratory health relevant to asthma and allergy

M. Inouye, A. Custovic, S. Johnston, 2018, eLife.

Evolution pathways of IgE responses to grass and mite allergens throughout childhood.

I. Buchan, A. Custovic, D. Belgrave, 2015, The Journal of allergy and clinical immunology.

A Comparison of Frequentist and Bayesian Approaches to Latent Class Modelling of Susceptibility to Asthma and Patterns of Antibiotic Prescriptions in Early Life Student Poster Presentation

A. Pickles, I. Buchan, A. Custovic, 2011 .

Machine Learning in Mental Health

Anja Thieme, Danielle Belgrave, Gavin Doherty, 2020, ACM Trans. Comput. Hum. Interact..

A genome-wide association study identifies CDHR3 as a susceptibility locus for early childhood asthma with severe exacerbations

Thomas Blicher, David Torrents, Adnan Custovic, 2013, Nature Genetics.

Redefining phenotypes of wheezing disorders during childhood to elucidate genetic predisposition

A. Pickles, A. Custovic, D. Belgrave, 2012 .

Cytokine Responses to Rhinovirus and Development of Asthma, Allergic Sensitization, and Respiratory Infections during Childhood

M. Rattray, A. Custovic, S. Johnston, 2018, American journal of respiratory and critical care medicine.

Multicentre evaluation of stable reference whole blood for enumeration of lymphocyte subsets by flow cytometry.

D. Belgrave, R. Thorpe, G. Janossy, 2005, Cytometry. Part B, Clinical cytometry.

Temporal association of the development of oropharyngeal microbiota with early life wheeze in a population-based birth cohort

Colin G Fink, A. Custovic, D. Belgrave, 2019, EBioMedicine.

The promise of machine learning in predicting treatment outcomes in psychiatry

R. DeRubeis, Gavin Doherty, D. Dwyer, 2021, World psychiatry : official journal of the World Psychiatric Association.

Distinguishing benign from pathologic TH2 immunity in atopic children.

Adnan Custovic, Angela Simpson, Danielle Belgrave, 2016, The Journal of allergy and clinical immunology.

Detection of IgE Reactivity to a Handful of Allergen Molecules in Early Childhood Predicts Respiratory Allergy in Adolescence

J. Bousquet, A. Custovic, M. Wickman, 2017, EBioMedicine.

Disaggregating asthma: Big investigation versus big data

Iain Buchan, Adnan Custovic, Angela Simpson, 2017, The Journal of allergy and clinical immunology.

Identification of Asthma Subtypes Using Clustering Methodologies

A. Custovic, D. Belgrave, M. Sperrin, 2016, Pulmonary Therapy.

Developmental Profiles of Eczema , Wheeze , and Rhinitis : Two Population-Based Birth Cohort Studies

Iain Buchan, Adnan Custovic, Angela Simpson, 2014 .

Non-parametric mixture models identify trajectories of childhood immune development relevant to asthma and allergy

M. Inouye, A. Custovic, S. Johnston, 2017, bioRxiv.

Asthma phenotypes in childhood

I. Buchan, A. Custovic, D. Belgrave, 2017, Expert review of clinical immunology.

Relation between circulating CC16 concentrations, lung function, and development of chronic obstructive pulmonary disease across the lifespan: a prospective study.

M. Imboden, N. Probst-Hensch, J. Bousquet, 2015, The Lancet. Respiratory medicine.

Differing associations of BMI and body fat with asthma and lung function in children

A. Custovic, D. Belgrave, A. Simpson, 2013, Pediatric pulmonology.

Early-life inhalant allergen exposure, filaggrin genotype, and the development of sensitization from infancy to adolescence

A. Custovic, D. Belgrave, A. Simpson, 2020, The Journal of allergy and clinical immunology.

Age, sex and the association between skin test responses and IgE titres with asthma

A. Custovic, D. Belgrave, A. Simpson, 2016, Pediatric allergy and immunology : official publication of the European Society of Pediatric Allergy and Immunology.

Peanut allergy: Effect of environmental peanut exposure in children with filaggrin loss-of-function mutations

A. Custovic, D. Belgrave, A. Simpson, 2014, The Journal of allergy and clinical immunology.

Understanding Client Support Strategies to Improve Clinical Outcomes in an Online Mental Health Intervention

Anja Thieme, Prerna Chikersal, Danielle Belgrave, 2020, CHI.

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A. Custovic, D. Belgrave, P. Sly, 2015 .

Generative models improve fairness of medical classifiers under distribution shifts

Abhijit Guha Roy, Pushmeet Kohli, A. Cemgil, 2023, Nature medicine.

Quantification of specific IgE to whole peanut extract and peanut components in prediction of peanut allergy.

Adnan Custovic, Angela Simpson, Danielle Belgrave, 2011, The Journal of allergy and clinical immunology.

Differential associations of allergic disease genetic variants with developmental profiles of eczema, wheeze and rhinitis

A. Custovic, D. Belgrave, A. Simpson, 2019, Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology.

Hide-and-Seek Privacy Challenge pdf

Mihaela van der Schaar, Cheng Zhang, Jinsung Yoon, 2020, ArXiv.

Patterns of IgE responses to multiple allergen components and clinical symptoms at age 11 years

C. Mills, A. Custovic, D. Belgrave, 2015, The Journal of allergy and clinical immunology.

The importance of being earnest in epidemiology

A. Custovic, D. Belgrave, 2016, Acta paediatrica.

Genetic variation in vascular endothelial growth factor-a and lung function.

A. Custovic, D. Belgrave, A. Simpson, 2012, American journal of respiratory and critical care medicine.

Predictive Modelling Strategies to Understand Heterogeneous Manifestations of Asthma in Early Life

Rachel Cassidy, Daniel Stamate, Adnan Custovic, 2017, 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA).

Hide-and-Seek Privacy Challenge: Synthetic Data Generation vs. Patient Re-identification

M. Schaar, D. Belgrave, A. Ercole, 2020, NeurIPS.

Long-term Exposure to PM10 and NO2 in Association with Lung Volume and Airway Resistance in the MAAS Birth Cohort

A. Custovic, D. Belgrave, A. Simpson, 2013, Environmental health perspectives.

Evaluation of the saccharide content and stability of the first WHO International Standard for Haemophilus influenzae b capsular polysaccharide.

D. Belgrave, P. Rigsby, M. Corbel, 2007, Biologicals : journal of the International Association of Biological Standardization.

Active Acquisition for Multimodal Temporal Data: A Challenging Decision-Making Task

Viorica Patraucean, Andrew Jaegle, Nenad Tomašev, 2022, ArXiv.

Features of asthma which provide meaningful insights for understanding the disease heterogeneity

O. Kalayci, A. Custovic, D. Belgrave, 2017, Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology.

Impact of rhinitis on asthma severity in school-age children

A. Custovic, D. Belgrave, A. Simpson, 2014, Allergy.

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

J. Winn, A. Custovic, G. Roberts, 2013, Allergy.

Causal Discovery for Causal Bandits utilizing Separating Sets pdf

Joris M. Mooij, Arnoud A.W.M. de Kroon, Danielle Belgrave, 2020, ArXiv.

Individual risk assessment tool for school‐age asthma prediction in UK birth cohort

A. Custovic, D. Belgrave, A. Simpson, 2019, Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology.

Lung function trajectories from pre-school age to adulthood and their associations with early life factors: a retrospective analysis of three population-based birth cohort studies.

A. Custovic, D. Belgrave, A. Simpson, 2018, The Lancet. Respiratory medicine.

Trajectories of lung function during childhood.

I. Buchan, A. Custovic, D. Belgrave, 2014, American journal of respiratory and critical care medicine.

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

A. Pickles, I. Buchan, A. Custovic, 2013, The Journal of allergy and clinical immunology.

A Graphical Approach to Missing Data in Longitudinal Analysis Using Infer.net.

Christopher M. Bishop, John Guiver, Danielle Belgrave, 2013 .

Machine learning applications

Gavin Doherty, D. Belgrave, Anja Thieme, 2019, Handbook of Computational Intelligence.

Polymorphisms of endotoxin pathway and endotoxin exposure: in vitro IgE synthesis and replication in a birth cohort

O. Kalayci, A. Custovic, C. Akdis, 2014, Allergy.

Genetic variants in endotoxin signalling pathway, domestic endotoxin exposure and asthma exacerbations

A. Custovic, D. Belgrave, A. Simpson, 2014, Pediatric allergy and immunology : official publication of the European Society of Pediatric Allergy and Immunology.