Fast Identification of Biological Pathways Associated with a Quantitative Trait Using Group Lasso with Overlaps

le Silver, Matt, Montana, Giovanni
Foilsithe 2012

Statistical Tests for Admixture Mapping with Case-Control and Cases-Only Data

le Montana, Giovanni, Pritchard, Jonathan K.
Foilsithe 2004

A statistical framework for biomarker discovery in metabolomic time course data

le Berk, Maurice, Ebbels, Timothy, Montana, Giovanni
Foilsithe 2011

Differential analysis of biological networks

le Ruan, Da, Young, Alastair, Montana, Giovanni
Foilsithe in BMC Bioinformatics (2015)

False positives in neuroimaging genetics using voxel-based morphometry data

le Silver, Matt, Montana, Giovanni, Nichols, Thomas E.
Foilsithe 2011

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

le Vounou, Maria, Nichols, Thomas E., Montana, Giovanni
Foilsithe in Neuroimage (2010)

Random forests on Hadoop for genome-wide association studies of multivariate neuroimaging phenotypes

le Wang, Yue, Goh, Wilson, Wong, Limsoon, Montana, Giovanni
Foilsithe 2013

Supervised, Multivariate, Whole-Brain Reduction Did Not Help to Achieve High Classification Performance in Schizophrenia Research

le Janousova, Eva, Montana, Giovanni, Kasparek, Tomas, Schwarz, Daniel
Foilsithe in Front Neurosci (2016)

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

le Tsagkrasoulis, Dimosthenis, Hysi, Pirro, Spector, Tim, Montana, Giovanni
Foilsithe in Sci Rep (2017)

A Persistent Homology-Based Topological Loss Function for Multi-class CNN Segmentation of Cardiac MRI

le Byrne, Nick, Clough, James R., Montana, Giovanni, King, Andrew P.
Foilsithe in Stat Atlases Comput Models Heart (2020)

Identification of gene pathways implicated in Alzheimer's disease using longitudinal imaging phenotypes with sparse regression()

le Silver, Matt, Janousova, Eva, Hua, Xue, Thompson, Paul M., Montana, Giovanni
Foilsithe 2012

Real-time diameter of the fetal aorta from ultrasound

le Savioli, Nicoló, Grisan, Enrico, Visentin, Silvia, Cosmi, Erich, Montana, Giovanni, Lamata, Pablo
Foilsithe in Neural Comput Appl (2019)

A persistent homology-based topological loss for CNN-based multi-class segmentation of CMR

le Byrne, Nick, Clough, James R., Valverde, Israel, Montana, Giovanni, King, Andrew P.
Foilsithe in IEEE Trans Med Imaging (2022)

Decoding Time-Varying Functional Connectivity Networks via Linear Graph Embedding Methods

le Monti, Ricardo P., Lorenz, Romy, Hellyer, Peter, Leech, Robert, Anagnostopoulos, Christoforos, Montana, Giovanni
Foilsithe in Front Comput Neurosci (2017)

Efficiency of Xist-mediated silencing on autosomes is linked to chromosomal domain organisation

le Tang, Y Amy, Huntley, Derek, Montana, Giovanni, Cerase, Andrea, Nesterova, Tatyana B, Brockdorff, Neil
Foilsithe 2010

Dissociating frontoparietal brain networks with neuroadaptive Bayesian optimization

le Lorenz, Romy, Violante, Ines R., Monti, Ricardo Pio, Montana, Giovanni, Hampshire, Adam, Leech, Robert
Foilsithe in Nat Commun (2018)

Automated Triaging of Adult Chest Radiographs with Deep Artificial Neural Networks

le Annarumma, Mauro, Withey, Samuel J., Bakewell, Robert J., Pesce, Emanuele, Goh, Vicky, Montana, Giovanni
Foilsithe in Radiology (2019)

Real‐time estimation of dynamic functional connectivity networks

le Monti, Ricardo Pio, Lorenz, Romy, Braga, Rodrigo M., Anagnostopoulos, Christoforos, Leech, Robert, Montana, Giovanni
Foilsithe in Hum Brain Mapp (2016)

Automated Triaging of Adult Chest Radiographs with Deep Artificial Neural Networks

le Annarumma, Mauro, Withey, Samuel J., Bakewell, Robert J., Pesce, Emanuele, Goh, Vicky, Montana, Giovanni
Foilsithe in Radiology (2019)

Evaluation of treatment response and resistance in metastatic renal cell cancer (mRCC) using integrated (18)F–Fluorodeoxyglucose ((18)F–FDG) positron emission tomography/magnetic r...

le Kelly-Morland, Christian, Rudman, Sarah, Nathan, Paul, Mallett, Susan, Montana, Giovanni, Cook, Gary, Goh, Vicky
Foilsithe in BMC Cancer (2017)