Zobrazeno 1 - 10
of 11 988
pro vyhledávání: '"Christine, B."'
Publikováno v:
Biometrics (2024)
In this paper, we propose Varying Effects Regression with Graph Estimation (VERGE), a novel Bayesian method for feature selection in regression. Our model has key aspects that allow it to leverage the complex structure of data sets arising from genom
Externí odkaz:
http://arxiv.org/abs/2407.05089
Ongoing advances in microbiome profiling have allowed unprecedented insights into the molecular activities of microbial communities. This has fueled a strong scientific interest in understanding the critical role the microbiome plays in governing hum
Externí odkaz:
http://arxiv.org/abs/2406.01557
Autor:
Ren, Yangfan, Osborne, Nathan, Peterson, Christine B., DeMaster, Dana M., Ewing-Cobbs, Linda, Vannucci, Marina
Publikováno v:
Human Brain Mapping (2024), 45(10), e26763
In this paper, we develop an analytical approach for estimating brain connectivity networks that accounts for subject heterogeneity. More specifically, we consider a novel extension of a multi-subject Bayesian vector autoregressive model that estimat
Externí odkaz:
http://arxiv.org/abs/2405.00535
Autor:
Ruitao Liu, Xi Qiao, Yushu Shi, Christine B. Peterson, William S. Bush, Fabio Cominelli, Ming Wang, Liangliang Zhang
Publikováno v:
Computational and Structural Biotechnology Journal, Vol 23, Iss , Pp 3859-3868 (2024)
As next-generation sequencing technologies advance rapidly and the cost of metagenomic sequencing continues to decrease, researchers now face an unprecedented volume of microbiome data. This surge has stimulated the development of scalable microbiome
Externí odkaz:
https://doaj.org/article/2d43deafe226479291fc09ab7a37defd
Autor:
Kenichiro Doi, Dina Moazamian, Behnam Namiranian, Sheronda Statum, Amir Masoud Afsahi, Takuaki Yamamoto, Karen Y. Cheng, Christine B. Chung, Saeed Jerban
Publikováno v:
Tomography, Vol 10, Iss 10, Pp 1665-1675 (2024)
Background: The calcaneal enthesis, an osseous footprint where the Achilles tendon seamlessly integrates with the bone, represents a complex interface crucial for effective force transmission. Bone adapts to mechanical stress and remodels based on th
Externí odkaz:
https://doaj.org/article/c330e074ad314e84b4a543586282dde6
In microbiome analysis, researchers often seek to identify taxonomic features associated with an outcome of interest. However, microbiome features are intercorrelated and linked by phylogenetic relationships, making it challenging to assess the assoc
Externí odkaz:
http://arxiv.org/abs/2309.08109
Advances in survival analysis have facilitated unprecedented flexibility in data modeling, yet there remains a lack of tools for graphically illustrating the influence of continuous covariates on predicted survival outcomes. We propose the utilizatio
Externí odkaz:
http://arxiv.org/abs/2308.13737