Reconstructing noisy gene regulation dynamics using extrinsic-noise-driven neural stochastic differential equations. [PDF]
Zhang J +8 more
europepmc +1 more source
Neural lumped parameter differential equations with application in friction-stir processing
James Koch +7 more
openalex +1 more source
Lessons Learned From a Delayed‐Start Trial of Modafinil for Freezing of Gait in Parkinson's Disease
ABSTRACT Objective Freezing of gait (FOG) in people with Parkinson's disease (PwPD) is debilitating and has limited treatments. Modafinil modulates beta/gamma band activity in the pedunculopontine nucleus (PPN), like PPN deep brain stimulation. We therefore tested the hypothesis that Modafinil would improve FOG in PwPD.
Tuhin Virmani +8 more
wiley +1 more source
A fast quantum algorithm for solving partial differential equations. [PDF]
Farghadan A +2 more
europepmc +1 more source
Bayesian Estimation Improves Prediction of Outcomes After Epilepsy Surgery
ABSTRACT We estimated the statistical power of studies predicting seizure freedom after epilepsy surgery. We extracted data from a Cochrane meta‐analysis. The median power across all studies was 14%. Studies with a median sample size or less (n ≤ 56) and a statistically significant result exaggerated the true effect size by a factor of 5.4, while the ...
Adam S. Dickey +4 more
wiley +1 more source
Conditional universal differential equations capture population dynamics and interindividual variation in c-peptide production. [PDF]
de Rooij M, van Riel NAW, O'Donovan SD.
europepmc +1 more source
Developmental, Neuroanatomical and Cellular Expression of Genes Causing Dystonia
ABSTRACT Objective Dystonia is one of the most common movement disorders, with variants in multiple genes identified as causative. However, an understanding of which developmental stages, brain regions, and cell types are most relevant is crucial for developing relevant disease models and therapeutics.
Darren Cameron +5 more
wiley +1 more source
Modeling Chemical Reaction Networks Using Neural Ordinary Differential Equations. [PDF]
Thöni ACM +4 more
europepmc +1 more source
Shape of transition layers in a differential-delay equation
Jonathan A. D. Wattis
openalex +2 more sources

