Zobrazeno 1 - 10
of 34
pro vyhledávání: '"Pluta, Dustin"'
Autor:
Luo, Yi, Pluta, Dustin, Brodrick, Brooks B., Palka, Jayme M., McCoy, Jordan, Lohrenz, Terry, Gu, Xiaosi, Vannucci, Marina, Montague, P. Read, McAdams, Carrie J.
Publikováno v:
In Biological Psychiatry: Cognitive Neuroscience and Neuroimaging March 2024 9(3):305-313
We propose a statistical framework to investigate whether a given subpopulation lies between two other subpopulations in a multivariate feature space. This methodology is motivated by a biological question from a collaborator: Is a newly discovered c
Externí odkaz:
http://arxiv.org/abs/2103.09718
We propose a ridge-penalized adaptive Mantel test (AdaMant) for evaluating the association of two high-dimensional sets of features. By introducing a ridge penalty, AdaMant tests the association across many metrics simultaneously. We demonstrate how
Externí odkaz:
http://arxiv.org/abs/2103.02156
Autor:
Pluta, Dustin1 (AUTHOR), Hadj-Amar, Beniamino2 (AUTHOR), Li, Meng2 (AUTHOR), Zhao, Yongxiang3 (AUTHOR), Versace, Francesco4 (AUTHOR), Vannucci, Marina2 (AUTHOR) marina@rice.edu
Publikováno v:
Scientific Reports. 4/17/2024, Vol. 14 Issue 1, p1-15. 15p.
Biclustering is a class of techniques that simultaneously clusters the rows and columns of a matrix to sort heterogeneous data into homogeneous blocks. Although many algorithms have been proposed to find biclusters, existing methods suffer from the p
Externí odkaz:
http://arxiv.org/abs/2002.03223
Dynamic functional connectivity, as measured by the time-varying covariance of neurological signals, is believed to play an important role in many aspects of cognition. While many methods have been proposed, reliably establishing the presence and cha
Externí odkaz:
http://arxiv.org/abs/1905.10413
Publikováno v:
In Drug and Alcohol Dependence 1 June 2023 247
Autor:
Chung, Moo K., Lee, Hyekyoung, Gritsenko, Andrey, DiChristofano, Alex, Pluta, Dustin, Ombao, Hernando, Solo, Victor
Existing brain network distances are often based on matrix norms. The element-wise differences in the existing matrix norms may fail to capture underlying topological differences. Further, matrix norms are sensitive to outliers. A major disadvantage
Externí odkaz:
http://arxiv.org/abs/1809.03878
Mantel's test (MT) for association is conducted by testing the linear relationship of similarity of all pairs of subjects between two observational domains. Motivated by applications to neuroimaging and genetics data, and following the succes of shri
Externí odkaz:
http://arxiv.org/abs/1712.07270
Autor:
Pluta, Dustin
In treating patients diagnosed with Stage I non-small-cell lung cancer, doctors must choose between surgery and Adjuvant Cisplatin-Based Chemotherapy (ACT). For patients with resected stages IB to IIIA, clinical trials have shown a survival advantage
Externí odkaz:
http://pqdtopen.proquest.com/#viewpdf?dispub=1589644