Alan Le Goallec

Using deep learning to predict abdominal age from liver and pancreas magnetic resonance images

Alan Le Goallec, Samuel Diai, Sasha Collin et al. · Nature Communications · 2022 · 43 citations · Full text

Medicine, Anatomy, Computer Science +17

A systematic machine learning and data type comparison yields metagenomic predictors of infant age, sex, breastfeeding, antibiotic usage, country of origin, and delivery type

Alan Le Goallec, Braden Tierney, Jacob M. Luber et al. · PLoS Computational Biology · 2020 · 33 citations · Full text

Life Sciences, Bioinformatics, Microbiology +10

Age-dependent co-dependency structure of biomarkers in the general population of the United States

Alan Le Goallec, Chirag J. Patel · Aging · 2019 · 32 citations · Full text

Education, Health Sciences, Aging +12

Characterising the relationships between physiological indicators and all-cause mortality (NHANES): a population-based cohort study

Vy Kim Nguyen, Justin A. Colacino, Ming Kei Chung et al. · The Lancet Healthy Longevity · 2021 · 19 citations · Full text

Public Health, Biostatistics, Clinical Epidemiology +11

Analyzing the multidimensionality of biological aging with the tools of deep learning across diverse image-based and physiological indicators yields robust age predictors

Alan Le Goallec, Sasha Collin, Samuel Diai et al. · medRxiv · 2021 · 14 citations · Full text

Education, Data Science, Physiology +14