Giovanni Montana
Giovanni Montana
Professor of Data Science, University of Warwick
Verified email at warwick.ac.uk - Homepage
Title
Cited by
Cited by
Year
Genome expansion and gene loss in powdery mildew fungi reveal tradeoffs in extreme parasitism
PD Spanu, JC Abbott, J Amselem, TA Burgis, DM Soanes, K Stüber, ...
Science 330 (6010), 1543-1546, 2010
6832010
Predicting Alzheimer's disease: a neuroimaging study with 3D convolutional neural networks
A Payan, G Montana
arXiv preprint arXiv:1502.02506, 2015
2882015
Deep neural networks for anatomical brain segmentation
A de Brebisson, G Montana
Proceedings of the IEEE conference on computer vision and pattern …, 2015
2652015
Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker
JH Cole, RPK Poudel, D Tsagkrasoulis, MWA Caan, C Steves, ...
NeuroImage 163, 115-124, 2017
2502017
Brown and white adipose tissues: intrinsic differences in gene expression and response to cold exposure in mice
M Rosell, M Kaforou, A Frontini, A Okolo, YW Chan, E Nikolopoulou, ...
American Journal of Physiology-Endocrinology and Metabolism 306 (8), E945-E964, 2014
2462014
Discovering genetic associations with high-dimensional neuroimaging phenotypes: A sparse reduced-rank regression approach
M Vounou, TE Nichols, G Montana, ...
Neuroimage 53 (3), 1147-1159, 2010
2032010
Statistical tests for admixture mapping with case-control and cases-only data
G Montana, JK Pritchard
The American Journal of Human Genetics 75 (5), 771-789, 2004
1612004
Recurrent fully convolutional neural networks for multi-slice MRI cardiac segmentation
RPK Poudel, P Lamata, G Montana
Reconstruction, segmentation, and analysis of medical images, 83-94, 2016
1572016
Smchd1-dependent and-independent pathways determine developmental dynamics of CpG island methylation on the inactive X chromosome
AV Gendrel, A Apedaile, H Coker, A Termanis, I Zvetkova, J Godwin, ...
Developmental cell 23 (2), 265-279, 2012
1532012
Sparse reduced-rank regression detects genetic associations with voxel-wise longitudinal phenotypes in Alzheimer's disease
M Vounou, E Janoušová, R Wolz, JL Stein, PM Thompson, D Rueckert, ...
Elsevier, The Nederlands. ISSN, 2012
1382012
False positives in neuroimaging genetics using cluster-size inference
M Silver, G Montana, TE Nichols
Neuroimage 54 (2), 992-1000, 2010
135*2010
Estimating time-varying brain connectivity networks from functional MRI time series
RP Monti, P Hellyer, D Sharp, R Leech, C Anagnostopoulos, G Montana
NeuroImage 103, 427-443, 2014
1282014
Predicting response to neoadjuvant chemotherapy with PET imaging using convolutional neural networks
PP Ypsilantis, M Siddique, HM Sohn, A Davies, G Cook, V Goh, ...
PloS one 10 (9), e0137036, 2015
1102015
Identification of gene pathways implicated in Alzheimer's disease using longitudinal imaging phenotypes with sparse regression
M Silver, E Janousova, X Hua, PM Thompson, G Montana, ...
Neuroimage 63 (3), 1681-1694, 2012
832012
Whole-brain mapping of structural connectivity in infants reveals altered connection strength associated with growth and preterm birth
AS Pandit, E Robinson, P Aljabar, G Ball, IS Gousias, Z Wang, JV Hajnal, ...
Cerebral cortex 24 (9), 2324-2333, 2014
812014
Automated triaging of adult chest radiographs with deep artificial neural networks
M Annarumma, SJ Withey, RJ Bakewell, E Pesce, V Goh, G Montana
Radiology 291 (1), 196-202, 2019
792019
Community detection in multiplex networks using locally adaptive random walks
Z Kuncheva, G Montana
Proceedings of the 2015 IEEE/ACM International Conference on Advances in …, 2015
692015
Dynamic modeling of mean-reverting spreads for statistical arbitrage
K Triantafyllopoulos, G Montana
Computational Management Science 8 (1-2), 23-49, 2011
652011
Efficiency of Xist-mediated silencing on autosomes is linked to chromosomal domain organisation
YA Tang, D Huntley, G Montana, A Cerase, TB Nesterova, N Brockdorff
Epigenetics & chromatin 3 (1), 10, 2010
622010
Flexible least squares for temporal data mining and statistical arbitrage
G Montana, K Triantafyllopoulos, T Tsagaris
Expert Systems with Applications 36 (2), 2819-2830, 2009
612009
The system can't perform the operation now. Try again later.
Articles 1–20