Giovanni Montana

发表

Learning to detect chest radiographs containing pulmonary lesions using visual attention networks

Emanuele Pesce, Samuel Withey, Petros-Pavlos Ypsilantis, 2017, Medical Image Anal..

Skill Transfer in Deep Reinforcement Learning under Morphological Heterogeneity pdf

Yang Hu, Giovanni Montana, G. Montana, 2019, ArXiv.

Discovering genetic associations with high-dimensional neuroimaging phenotypes: A sparse reduced-rank regression approach

Thomas E. Nichols, Giovanni Montana, Maria Vounou, 2010, NeuroImage.

A PRESS statistic for two-block partial least squares regression

Brian McWilliams, Giovanni Montana, Brian McWilliams, 2010, 2010 UK Workshop on Computational Intelligence (UKCI).

Detection of Imaging Genetics Associations in Healthy NorwegianIndividuals Using Sparse Reduced-Rank Regression

Giovanni Montana, Eva Janoušová, Vidar M. Steen, 2012 .

Topology-preserving augmentation for CNN-based segmentation of congenital heart defects from 3D paediatric CMR pdf

Giovanni Montana, James R. Clough, Andrew P. King, 2019, SUSI/PIPPI@MICCAI.

Reinforcement learning for robotic manipulation using simulated locomotion demonstrations pdf

Yang Hu, Giovanni Montana, Ozsel Kilinc, 2019, Machine Learning.

Modelling short time series in metabolomics: a functional data analysis approach.

Maurice Berk, Giovanni Montana, Tim Ebbels, 2011, Advances in experimental medicine and biology.

Sparse reduced-rank regression detects genetic associations with voxel-wise longitudinal phenotypes in Alzheimer's disease

Paul M. Thompson, Daniel Rueckert, Robin Wolz, 2012, NeuroImage.

Dissociating frontoparietal brain networks with neuroadaptive Bayesian optimization

Ricardo Pio Monti, Giovanni Montana, Robert Leech, 2017, Nature Communications.

Real‐time estimation of dynamic functional connectivity networks

Christoforos Anagnostopoulos, Ricardo Pio Monti, Giovanni Montana, 2017, Human brain mapping.

Predictive modeling with high-dimensional data streams: an on-line variable selection approach

Brian McWilliams, Giovanni Montana, G. Montana, 2009 .

Convolutional neural-network-based ordinal regression for brain age prediction from MRI scans

Giovanni Montana, Gareth Barker, Ksenia Sokolova, 2020, Medical Imaging: Image Processing.

Heritability maps of human face morphology through large-scale automated three-dimensional phenotyping

Giovanni Montana, Tim Spector, Dimosthenis Tsagkrasoulis, 2016, Scientific Reports.