This creates challenges for interpreting the data generated from these tools and using them to develop treatments for brain disorders. A return to causal mapping of human brain function based on brain lesions and brain stimulation is underway. New approaches can combine these causal sources of ...
Mazzocchio R, Rothwell JC, Day BL, Thompson PD (1994) Effect of tonic voluntary activity on the excitability of human motor cortex. J Physiol 474:261–267 PubMed CAS Google Scholar Mercier C, Reilly KT, Vargas CD, Aballea A, Sirigu A (2006) Mapping phantom movement representations in ...
Usually, but not necessarily, these formulations are in terms of differential equations that describe the motion or flow of hidden neurophysiologic states, while an observer function maps from hidden states to observed brain signals. This mapping is probabilistic and involves some observation noise. ...
Stochastic and deterministic model evaluation. Application of causal decomposition toastochastic system10andbdeterministic system5(ensemble empirical mode decomposition; EEMD parameterr = 0.15 for both cases). A causal influence was identified in intrinsic mode function (IMF) 2 in both systems, captu...
- 《Human Brain Mapping》 被引量: 23发表: 2016年 Longitudinal Data In observational studies for causal effects, treatments are assigned to experimental units without the benefits of randomization. As a result, there is the... Ashkan Ertefaie,David A Stephens - 《Nephron Clinical Practice》 被...
mapping resolution. Analysis of 3,983 RNA-sequenced samples from 2,119 donors, including 474 non-European individuals, yielded an effective sample size of 3,154. Joint statistical fine-mapping of eQTL and GWAS identified 329 variant–trait pairs for 24 brain-related traits driven by ...
Bayesian inference (and mathematical reasoning more generally) isn’t just about getting the answer; it’s also about clarifying the mapping from assumptions to inference to decision. (15 comments) The Lakatos soccer training (14 comments)“Science as Verified Trust” (14 comments) Hand-drawn Stat...
“A long time ago you string theorists promised to have the fundamental laws of quantum gravity all wrapped up, so why aren’t you done?” or “You string theorists are now going in directions you never expected,” to which I respond, in reverse order “Well, yes, the excitement of ...
et al. Unraveling the polygenic architecture of complex traits using blood eQTL metaanalysis. Preprint at BioRxiv https://doi.org/10.1101/447367 (2018). Gamazon, E. R. et al. A gene-based association method for mapping traits using reference transcriptome data. Nat. Genet. 47, 1091 (2015...
Attention-based fusion of multiple graphheat networks for structural to functional brain mapping Introduction Brain connectivity comes in different flavors, either resting on the structural anatomical layout, as derived from diffusion tensor imaging (DTI) or based on temporally resolved activity patterns, ...