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

di Silver, Matt, Montana, Giovanni
Pubblicazione 2012

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

di Montana, Giovanni, Pritchard, Jonathan K.
Pubblicazione 2004

A statistical framework for biomarker discovery in metabolomic time course data

di Berk, Maurice, Ebbels, Timothy, Montana, Giovanni
Pubblicazione 2011

Differential analysis of biological networks

di Ruan, Da, Young, Alastair, Montana, Giovanni
Pubblicato in BMC Bioinformatics (2015)

False positives in neuroimaging genetics using voxel-based morphometry data

di Silver, Matt, Montana, Giovanni, Nichols, Thomas E.
Pubblicazione 2011

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

di Vounou, Maria, Nichols, Thomas E., Montana, Giovanni
Pubblicato in Neuroimage (2010)

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

di Wang, Yue, Goh, Wilson, Wong, Limsoon, Montana, Giovanni
Pubblicazione 2013

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

di Janousova, Eva, Montana, Giovanni, Kasparek, Tomas, Schwarz, Daniel
Pubblicato in Front Neurosci (2016)

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

di Tsagkrasoulis, Dimosthenis, Hysi, Pirro, Spector, Tim, Montana, Giovanni
Pubblicato in Sci Rep (2017)

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

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

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

di Silver, Matt, Janousova, Eva, Hua, Xue, Thompson, Paul M., Montana, Giovanni
Pubblicazione 2012

Real-time diameter of the fetal aorta from ultrasound

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

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

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

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

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

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

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

Dissociating frontoparietal brain networks with neuroadaptive Bayesian optimization

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

Automated Triaging of Adult Chest Radiographs with Deep Artificial Neural Networks

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

Real‐time estimation of dynamic functional connectivity networks

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

Automated Triaging of Adult Chest Radiographs with Deep Artificial Neural Networks

di Annarumma, Mauro, Withey, Samuel J., Bakewell, Robert J., Pesce, Emanuele, Goh, Vicky, Montana, Giovanni
Pubblicato 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...

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