400 citations · 1.2k across the 67 of their papers we have counts for
6 papers · 1 filter
Heritability maps of human face morphology through large-scale automated three-dimensional phenotyping
Dimosthenis Tsagkrasoulis, Pirro Hysi, Tim Spector +1
The human face is a complex trait under strong genetic control, as evidenced by the striking visual similarity between twins. Nevertheless, heritability estimates of facial traits…
Studying the brain from adolescence to adulthood through sparse multi-view matrix factorisations
Zi Wang, Vyacheslav Karolis, Chiara Nosarti +1
Men and women differ in specific cognitive abilities and in the expression of several neuropsychiatric conditions. Such findings could be attributed to sex hormones, brain differen…
Graph embeddings of dynamic functional connectivity reveal discriminative patterns of task engagement in HCP data
Ricardo Pio Monti, Romy Lorenz, Peter Hellyer +3
There is increasing evidence to suggest functional connectivity networks are non-stationary. This has lead to the development of novel methodologies with which to accurately estima…
Longitudinal analysis of gene expression profiles using functional mixed-effects models
Maurice Berk, Cheryl Hemingway, Michael Levin +1
In many longitudinal microarray studies, the gene expression levels in a random sample are observed repeatedly over time under two or more conditions. The resulting time courses ar…
A Bayesian Mixture of Lasso Regressions with t-Errors
Alberto Cozzini, Ajay Jasra, Giovanni Montana
Motivated by a challenging problem in financial trading we are presented with a mixture of regressions with variable selection problem. In this regard, one is faced with data which…
Identification of gene pathways implicated in Alzheimer's disease using longitudinal imaging phenotypes with sparse regression
Matt Silver, Eva Janousova, Xue Hua +2
We present a new method for the detection of gene pathways associated with a multivariate quantitative trait, and use it to identify causal pathways associated with an imaging endo…