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

por Silver, Matt, Montana, Giovanni
Publicado 2012

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

por Montana, Giovanni, Pritchard, Jonathan K.
Publicado 2004

A statistical framework for biomarker discovery in metabolomic time course data

por Berk, Maurice, Ebbels, Timothy, Montana, Giovanni
Publicado 2011

Differential analysis of biological networks

por Ruan, Da, Young, Alastair, Montana, Giovanni
Publicado en BMC Bioinformatics (2015)

False positives in neuroimaging genetics using voxel-based morphometry data

por Silver, Matt, Montana, Giovanni, Nichols, Thomas E.
Publicado 2011

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

por Vounou, Maria, Nichols, Thomas E., Montana, Giovanni
Publicado en Neuroimage (2010)

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

por Wang, Yue, Goh, Wilson, Wong, Limsoon, Montana, Giovanni
Publicado 2013

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

por Janousova, Eva, Montana, Giovanni, Kasparek, Tomas, Schwarz, Daniel
Publicado en Front Neurosci (2016)

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

por Tsagkrasoulis, Dimosthenis, Hysi, Pirro, Spector, Tim, Montana, Giovanni
Publicado en Sci Rep (2017)

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

por Byrne, Nick, Clough, James R., Montana, Giovanni, King, Andrew P.
Publicado en Stat Atlases Comput Models Heart (2020)

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

por Silver, Matt, Janousova, Eva, Hua, Xue, Thompson, Paul M., Montana, Giovanni
Publicado 2012

Real-time diameter of the fetal aorta from ultrasound

por Savioli, Nicoló, Grisan, Enrico, Visentin, Silvia, Cosmi, Erich, Montana, Giovanni, Lamata, Pablo
Publicado en Neural Comput Appl (2019)

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

por Byrne, Nick, Clough, James R., Valverde, Israel, Montana, Giovanni, King, Andrew P.
Publicado en IEEE Trans Med Imaging (2022)

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

por Monti, Ricardo P., Lorenz, Romy, Hellyer, Peter, Leech, Robert, Anagnostopoulos, Christoforos, Montana, Giovanni
Publicado en Front Comput Neurosci (2017)

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

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

Dissociating frontoparietal brain networks with neuroadaptive Bayesian optimization

por Lorenz, Romy, Violante, Ines R., Monti, Ricardo Pio, Montana, Giovanni, Hampshire, Adam, Leech, Robert
Publicado en Nat Commun (2018)

Automated Triaging of Adult Chest Radiographs with Deep Artificial Neural Networks

por Annarumma, Mauro, Withey, Samuel J., Bakewell, Robert J., Pesce, Emanuele, Goh, Vicky, Montana, Giovanni
Publicado en Radiology (2019)

Real‐time estimation of dynamic functional connectivity networks

por Monti, Ricardo Pio, Lorenz, Romy, Braga, Rodrigo M., Anagnostopoulos, Christoforos, Leech, Robert, Montana, Giovanni
Publicado en Hum Brain Mapp (2016)

Automated Triaging of Adult Chest Radiographs with Deep Artificial Neural Networks

por Annarumma, Mauro, Withey, Samuel J., Bakewell, Robert J., Pesce, Emanuele, Goh, Vicky, Montana, Giovanni
Publicado en 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...

por Kelly-Morland, Christian, Rudman, Sarah, Nathan, Paul, Mallett, Susan, Montana, Giovanni, Cook, Gary, Goh, Vicky
Publicado en BMC Cancer (2017)