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Author Details
Full Name
Joseph D Ramsey
Affiliation
Carnegie Mellon University
ORCID
Career Start Year
2005
Papers
18
H Index
13
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
30793083
Estimating feedforward and feedback effective connections from fMRI time series: Assessments of statistical methods.
Netw Neurosci
2019
30192904
Mixed graphical models for integrative causal analysis with application to chronic lung disease diagnosis and prognosis.
Bioinformatics
2019
31453569
Learning High-dimensional Directed Acyclic Graphs with Mixed Data-types.
Proc Mach Learn Res
2019
30140730
Scoring Bayesian Networks of Mixed Variables.
Int J Data Sci Anal
2018
30148202
Comparison of strategies for scalable causal discovery of latent variable models from mixed data.
Int J Data Sci Anal
2018
29520396
Discovery of Causal Models that Contain Latent Variables through Bayesian Scoring of Independence Constraints.
Mach Learn Knowl Discov Databases
2017
28393106
A million variables and more: the Fast Greedy Equivalence Search algorithm for learning high-dimensional graphical causal models, with an application to functional magnetic resonance images.
Int J Data Sci Anal
2017
27766182
Causal Clustering for 1-Factor Measurement Models.
KDD
2016
28280453
Measurement Error and Causal Discovery.
CEUR Workshop Proc
2016
28239434
A Hybrid Causal Search Algorithm for Latent Variable Models.
JMLR Workshop Conf Proc
2016
24140939
Bayesian networks for fMRI: a primer.
Neuroimage
2014
24099845
Non-Gaussian methods and high-pass filters in the estimation of effective connections.
Neuroimage
2014
24093627
Atypical effective connectivity of social brain networks in individuals with autism.
Brain Connect
2013
20709178
On meta-analyses of imaging data and the mixture of records.
Neuroimage
2011
21745580
Multi-subject search correctly identifies causal connections and most causal directions in the DCM models of the Smith et al. simulation study.
Neuroimage
2011
20817103
Network modelling methods for FMRI.
Neuroimage
2011
19747552
Six problems for causal inference from fMRI.
Neuroimage
2010
16249492
Optical coherence tomography machine learning classifiers for glaucoma detection: a preliminary study.
Invest Ophthalmol Vis Sci
2005
1 - 18 of 18
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1 - 15