Giovanni Montana

Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker

James H. Cole, Rudra P. K. Poudel, Dimosthenis Tsagkrasoulis et al. · NeuroImage · 2017 · 869 citations · Full text

Neuroimaging Biomarkers, Alzheimer's Disease, Neuroimaging Modality +11

Genome Expansion and Gene Loss in Powdery Mildew Fungi Reveal Tradeoffs in Extreme Parasitism

Pietro D. Spanu, James Abbott, Joëlle Amselem et al. · Science · 2010 · 816 citations · Full text

Plant Genetics, Engineering, Genetics +18

Predicting Alzheimer's disease: a neuroimaging study with 3D convolutional neural networks

Adrien Payan, Giovanni Montana · arXiv (Cornell University) · 2015 · 400 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +26

Brown and white adipose tissues: intrinsic differences in gene expression and response to cold exposure in mice

Meritxell Rosell, Myrsini Kaforou, Andrea Frontini et al. · American Journal of Physiology-Endocrinology and Metabolism · 2014 · 370 citations · Full text

Intrinsic Differences, Metabolic Remodeling, Cellular Physiology +21

Deep neural networks for anatomical brain segmentation

Alexandre de Brébisson, Giovanni Montana · 2015 · 336 citations

Engineering, Brain Mapping, Segment Magnetic Resonance +19