A review of machine learning in obesity

Clinically applicable optical imaging technology for body size and shape analysis: comparison of systems differing in design

(2017) B Bourgeois et al.   EUROPEAN JOURNAL OF CLINICAL NUTRITION

Animal models of maternal high fat diet exposure and effects on metabolism in offspring: a meta-regression analysis

(2017) G. A. Ribaroff et al.   Obesity Reviews

Alpha-lipoic acid (ALA) as a supplementation for weight loss: results from a meta-analysis of randomized controlled trials

(2017) S. Kucukgoncu et al.   Obesity Reviews

The dual role of friendship and antipathy relations in the marginalization of overweight children in their peer networks: The TRAILS Study

(2017) Kayla de la Haye et al.   PLoS One

Deep Learning for Health Informatics

(2017) Daniele Ravi et al.   IEEE Journal of Biomedical and Health Informatics

An artificial neural network to predict resting energy expenditure in obesity

(2017) Emmanuel Disse et al.   CLINICAL NUTRITION

Monitoring obesity prevalence in the United States through bookmarking activities in online food portals

(2017) Christoph Trattner et al.   PLoS One

A call for research exploring social media influences on mothers' child feeding practices and childhood obesity risk

(2016) Allison E. Doub et al.   APPETITE

Topological data analysis: A promising big data exploration tool in biology, analytical chemistry and physical chemistry

(2016) Marc Offroy et al.   ANALYTICA CHIMICA ACTA

Integration of metabolomics, lipidomics and clinical data using a machine learning method

(2016) Animesh Acharjee et al.   BMC BIOINFORMATICS

Artificial neural network classifier predicts neuroblastoma patients’ outcome

(2016) Davide Cangelosi et al.   BMC BIOINFORMATICS

DeepGene: an advanced cancer type classifier based on deep learning and somatic point mutations

(2016) Yuchen Yuan et al.   BMC BIOINFORMATICS

Face morphology: Can it tell us something about body weight and fat?

(2016) M.A. Pascali et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Extracting Information from Electronic Medical Records to Identify the Obesity Status of a Patient Based on Comorbidities and Bodyweight Measures

(2016) Rosa L. Figueroa et al.   JOURNAL OF MEDICAL SYSTEMS

Network science and the human brain: Using graph theory to understand the brain and one of its hubs, the amygdala, in health and disease

(2016) David Mears et al.   JOURNAL OF NEUROSCIENCE RESEARCH

Hip and Wrist Accelerometer Algorithms for Free-Living Behavior Classification

(2016) KATHERINE ELLIS et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Clinical Factors Associated With Remission of Obesity-Related Comorbidities After Bariatric Surgery

(2016) Ida J. Hatoum et al.   JAMA Surgery

A comparison of models for predicting early hospital readmissions

(2015) Joseph Futoma et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Who are the obese? A cluster analysis exploring subgroups of the obese

(2015) M.A. Green et al.   JOURNAL OF PUBLIC HEALTH

Deep learning

(2015) Yann LeCun et al.   NATURE

Preoperative factors and 3-year weight change in the Longitudinal Assessment of Bariatric Surgery (LABS) consortium

(2015) Anita P. Courcoulas et al.   Surgery for Obesity and Related Diseases

Machine Learning Techniques for Prediction of Early Childhood Obesity

(2015) S. Mukhopadhyay et al.   Applied Clinical Informatics

Predicting successful long-term weight loss from short-term weight-loss outcomes: new insights from a dynamic energy balance model (the POUNDS Lost study)

(2014) Diana M Thomas et al.   AMERICAN JOURNAL OF CLINICAL NUTRITION

Obesity, Abdominal Obesity, Physical Activity, and Caloric Intake in US Adults: 1988 to 2010

(2014) Uri Ladabaum et al.   AMERICAN JOURNAL OF MEDICINE

Deep learning of the tissue-regulated splicing code

(2014) Michael K. K. Leung et al.   BIOINFORMATICS

Large-scale automated analysis of news media: A novel computational method for obesity policy research

(2014) Rita Hamad et al.   Obesity

What variables are associated with successful weight loss outcomes for bariatric surgery after 1 year?

(2014) Athena H. Robinson et al.   Surgery for Obesity and Related Diseases

Prediction of body mass index status from voice signals based on machine learning for automated medical applications

(2013) Bum Ju Lee et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Extracting insights from the shape of complex data using topology

(2013) P. Y. Lum et al.   Scientific Reports

Integrative Analysis Using Module-Guided Random Forests Reveals Correlated Genetic Factors Related to Mouse Weight

(2013) Zheng Chen et al.   PLoS Computational Biology

Obesity and Severe Obesity Forecasts Through 2030

(2012) Eric A. Finkelstein et al.   AMERICAN JOURNAL OF PREVENTIVE MEDICINE

Cluster Analysis of the National Weight Control Registry to Identify Distinct Subgroups Maintaining Successful Weight Loss

(2012) Lorraine G. Ogden et al.   Obesity

Network Interventions

(2012) T. W. Valente   SCIENCE

Homophily and Contagion as Explanations for Weight Similarities Among Adolescent Friends

(2011) Kayla de la Haye et al.   JOURNAL OF ADOLESCENT HEALTH

Topology based data analysis identifies a subgroup of breast cancers with a unique mutational profile and excellent survival

(2011) M. Nicolau et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A multifactorial analysis of obesity as CVD risk factor: Use of neural network based methods in a nutrigenetics context

(2010) Ioannis K Valavanis et al.   BMC BIOINFORMATICS

The Costs of Obesity in the Workplace

(2010) Eric A. Finkelstein et al.   JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL MEDICINE

Multiple imputation of missing dual-energy X-ray absorptiometry data in the National Health and Nutrition Examination Survey

(2010) Nathaniel Schenker et al.   STATISTICS IN MEDICINE

Tuberculosis Disease Diagnosis Using Artificial Neural Network Trained with Genetic Algorithm

(2009) Erhan Elveren et al.   JOURNAL OF MEDICAL SYSTEMS

The Classification of Obesity Disease in Logistic Regression and Neural Network Methods

(2008) Uçman Ergün   JOURNAL OF MEDICAL SYSTEMS

Fast unfolding of communities in large networks

(2008) Vincent D Blondel et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT