Zobrazeno 1 - 10
of 336
pro vyhledávání: '"Michoel, Tom"'
Autor:
Mohammad, Gutama Ibrahim, Michoel, Tom
Gene expression prediction plays a vital role in transcriptome-wide association studies (TWAS), which seek to establish associations between tissue gene expression and complex traits. Traditional models rely on genetic variants in close genomic proxi
Externí odkaz:
http://arxiv.org/abs/2408.08530
Multivariate Mendelian randomization (MVMR) is a statistical technique that uses sets of genetic instruments to estimate the direct causal effects of multiple exposures on an outcome of interest. At genomic loci with pleiotropic gene regulatory effec
Externí odkaz:
http://arxiv.org/abs/2401.06261
Autor:
Michoel, Tom, Zhang, Jitao David
To discover new drugs is to seek and to prove causality. As an emerging approach leveraging human knowledge and creativity, data, and machine intelligence, causal inference holds the promise of reducing cognitive bias and improving decision making in
Externí odkaz:
http://arxiv.org/abs/2209.14664
Imaging genetic studies aim to find associations between genetic variants and imaging quantitative traits. Traditional genome-wide association studies (GWAS) are based on univariate statistical tests, but when multiple traits are analyzed together th
Externí odkaz:
http://arxiv.org/abs/2204.00067
Multi-trait genome-wide association studies (GWAS) use multi-variate statistical methods to identify associations between genetic variants and multiple correlated traits simultaneously, and have higher statistical power than independent univariate an
Externí odkaz:
http://arxiv.org/abs/2111.00108
RF-sensing, the analysis and interpretation of movement or environment-induced patterns in received electromagnetic signals, has been actively investigated for more than a decade. Since electromagnetic signals, through cellular communication systems,
Externí odkaz:
http://arxiv.org/abs/2109.07253
Autor:
Salami, Dariush, Hasibi, Ramin, Palipana, Sameera, Popovski, Petar, Michoel, Tom, Sigg, Stephan
We present Tesla-Rapture, a gesture recognition interface for point clouds generated by mmWave Radars. State of the art gesture recognition models are either too resource consuming or not sufficiently accurate for integration into real-life scenarios
Externí odkaz:
http://arxiv.org/abs/2109.06448
Autor:
Hasibi, Ramin1 (AUTHOR), Michoel, Tom1 (AUTHOR), Oyarzún, Diego A.2,3 (AUTHOR) d.oyarzun@ed.ac.uk
Publikováno v:
NPJ Systems Biology & Applications. 3/6/2024, Vol. 10 Issue 1, p1-10. 10p.
Autor:
Ludl, Adriaan-Alexander, Michoel, Tom
Publikováno v:
Molecular Omics, 2021,17, 241-251
Causal gene networks model the flow of information within a cell, but reconstructing them from omics data is challenging because correlation does not imply causation. Combining genomics and transcriptomics data from a segregating population allows to
Externí odkaz:
http://arxiv.org/abs/2010.07417
Autor:
Hasibi, Ramin, Michoel, Tom
Motivation: Molecular interaction networks summarize complex biological processes as graphs, whose structure is informative of biological function at multiple scales. Simultaneously, omics technologies measure the variation or activity of genes, prot
Externí odkaz:
http://arxiv.org/abs/2005.03961