Results 171 to 180 of about 11,544,586 (297)

RCRdiff: A fully integrated Bayesian method for differential expression analysis using raw NanoString nCounter data. [PDF]

Stat Med, 2022
Xu C, Wang X, Lim J, Xiao G, Xie Y.
europepmc   +1 more source

Polarization Dynamics in Ferroelectrics: Insights Enabled by Machine Learning Molecular Dynamics

Advanced Science, EarlyView.
Machine learning molecular dynamics is presented as a route to capture polarization switching, domain wall kinetics, topological polar textures, and polar mechanical coupling beyond the limits of conventional atomistic methods. This Perspective surveys recent progress and identifies key methodological directions, including long‐range electrostatics ...
Dongyu Bai, Ri He, Junxian Liu, Liangzhi Kou   +3 more
wiley   +1 more source

On the Relevance of the Bayesian Approach to Statistics [PDF]

In this essay, I argue about the relevance and the ultimate unity of the Bayesian approach in a neutral and agnostic manner. My main theme is that Bayesian data analysis is an effective tool for handling complex models, as proven by the increasing ...
Christian P. Robert
core  

Kuan-modified speckle reducing anisotropic diffusion: A hybrid Bayesian/non-Bayesian method for despeckling SAR images^. [PDF]

MethodsX
Tripathi A, Hudnurkar M.
europepmc   +1 more source

Enhancing the prediction of hospitalization from a COVID-19 agent-based model: A Bayesian method for model parameter estimation. [PDF]

PLoS One, 2022
Hadley E, Rhea S, Jones K, Li L, Stoner M, Bobashev G.   +5 more
europepmc   +1 more source

CHCHD10 Mitigates Alzheimer's Disease‐Related Phenotypes in Association With Epigenetic Remodeling in Directly Reprogrammed Neurons

Advanced Science, EarlyView.
CHCHD10 loss in Alzheimer's disease is associated with mitochondrial dysfunction, epigenomic disruption, and tau pathology. Restoration of CHCHD10 shifts DNA methylation toward a non‐disease state and reduces tau and amyloid pathology, with KATNAL2 acting as a downstream effector.
Teresa M. Thomas, Ching‐Yao Yang, Kexin Zhang, Liam Wetzel, Dina Bugybayeva, Julia Ferguson, Md Mahmudul Hasan, William Samsa, Nandita Patil, Anshul Dash, Tarini Gowda, Xiongwei Zhu, Feixiong Cheng, Tian Liu   +13 more
wiley   +1 more source

Network inference with infection frequency matrix by improved Bayesian method. [PDF]

iScience
Jin X, Ma Y, Song L, Wei R, Zhou H.
europepmc   +1 more source

Use of a Non-parametric Bayesian Method to Model Health State Preferences: An Application to Polish and Irish EQ-5D-5L Valuations. [PDF]

Front Public Health, 2022
Kharroubi SA, Kelleher D.
europepmc   +1 more source

AI‐Assisted Digital Single‐Molecule Activity Tracker for Decoupling Intrinsic Heterogeneity from Photo‐Oxidative Damage in High‐Photon‐Flux Enzymology

Advanced Science, EarlyView.
Employing a digital single‐molecule activity tracker (dSMAT), this research demonstrates that high‐photon‐flux irradiation drives progressive oxidative scarring in polymerases. Unlike simple thermal denaturation, real‐time kinetic tracking dynamically visualizes enzymes degrading into multiple impaired subpopulations.
Anran Zheng, Qi Yang, Jinze Li, Fuqiang Ma, Xuefeng Wang, Zhen Guo, Chuanyu Li, Dongshu Li, Jia Yao, Zhiqi Zhang, Wei Zhang, Lianqun Zhou   +11 more
wiley   +1 more source

An evaluation of a Bayesian method to track outbreaks of known and novel influenza-like illnesses. [PDF]

Sci Rep
Aronis JM, Ye Y, Espino J, Michaels MG, Hochheiser H, Cooper GF.   +5 more
europepmc   +1 more source