Brian Caffo
Orcid: 0000-0002-0793-9497Affiliations:
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
According to our database1,
Brian Caffo
authored at least 53 papers
between 2004 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on bcaffo.com
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Bibliography
2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
2023
Template Independent Component Analysis with Spatial Priors for Accurate Subject-Level Brain Network Estimation and Inference.
J. Comput. Graph. Stat., April, 2023
NeuroImage, March, 2023
Frontiers Artif. Intell., February, 2023
Corrigendum: Editorial: Explainable artificial intelligence models and methods in finance and healthcare.
Frontiers Artif. Intell., February, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the Conference on Lifelong Learning Agents, 2023
2022
Frontiers Artif. Intell., 2022
Editorial: Explainable artificial intelligence models and methods in finance and healthcare.
Frontiers Artif. Intell., 2022
The Multiple Subnetwork Hypothesis: Enabling Multidomain Learning by Isolating Task-Specific Subnetworks in Feedforward Neural Networks.
CoRR, 2022
2021
Eliminating accidental deviations to minimize generalization error and maximize replicability: Applications in connectomics and genomics.
PLoS Comput. Biol., 2021
2020
Frontiers Neuroinformatics, 2020
Comput. Stat. Data Anal., 2020
Comput. Stat. Data Anal., 2020
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020
2019
Improved state change estimation in dynamic functional connectivity using hidden semi-Markov models.
NeuroImage, 2019
Mixed effect machine learning: A framework for predicting longitudinal change in hemoglobin A1c.
J. Biomed. Informatics, 2019
2018
Improved estimation of subject-level functional connectivity using full and partial correlation with empirical Bayes shrinkage.
NeuroImage, 2018
2017
NeuroImage, 2017
Dynamic Functional Connectivity States Between the Dorsal and Ventral Sensorimotor Networks Revealed by Dynamic Conditional Correlation Analysis of Resting-State Functional Magnetic Resonance Imaging.
Brain Connect., 2017
2016
2015
Improving reliability of subject-level resting-state fMRI parcellation with shrinkage estimators.
NeuroImage, 2015
Estimating a graphical intra-class correlation coefficient (GICC) using multivariate probit-linear mixed models.
Comput. Stat. Data Anal., 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Robust Estimation of Transition Matrices in High Dimensional Heavy-tailed Vector Autoregressive Processes.
Proceedings of the 32nd International Conference on Machine Learning, 2015
2014
NeuroImage, 2014
NeuroImage, 2014
Evaluating dynamic bivariate correlations in resting-state fMRI: A comparison study and a new approach.
NeuroImage, 2014
CoRR, 2014
2013
Effects of Working Memory Demand on Neural Mechanisms of Motor Response Selection and Control.
J. Cogn. Neurosci., 2013
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013
2012
Biological parametric mapping accounting for random regressors with regression calibration and model II regression.
NeuroImage, 2012
A computational neurodegenerative disease progression score: Method and results with the Alzheimer's disease neuroimaging initiative cohort.
NeuroImage, 2012
Proceedings of the Medical Imaging 2012: Image Processing, 2012
2011
NeuroImage, 2011
Population-wide principal component-based quantification of blood-brain-barrier dynamics in multiple sclerosis.
NeuroImage, 2011
Penalized functional regression analysis of white-matter tract profiles in multiple sclerosis.
NeuroImage, 2011
Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
2010
Two-stage decompositions for the analysis of functional connectivity for fMRI with application to Alzheimer's disease risk.
NeuroImage, 2010
Quantifying auditory event-related responses in multichannel human intracranial recordings.
Frontiers Comput. Neurosci., 2010
2008
Toward Realistic and Practical Ideal Observer (IO) Estimation for the Optimization of Medical Imaging Systems.
IEEE Trans. Medical Imaging, 2008
NeuroImage, 2008
2007
Optimal sampling times in bioequivalence studies using a simulated annealing algorithm.
Stat. Comput., 2007
Relations of brain volumes with cognitive function in males 45 years and older with past lead exposure.
NeuroImage, 2007
Comput. Stat. Data Anal., 2007
2004
Examples in which misspecification of a random effects distribution reduces efficiency, and possible remedies.
Comput. Stat. Data Anal., 2004