Bruno Jedynak
Orcid: 0000-0002-0824-5745Affiliations:
- Johns Hopkins University, USA
According to our database1,
Bruno Jedynak
authored at least 55 papers
between 1996 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on orcid.org
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on cis.jhu.edu
On csauthors.net:
Bibliography
2023
Learning High-Dimensional Nonparametric Differential Equations via Multivariate Occupation Kernel Functions.
CoRR, 2023
2022
Learning Nonparametric Ordinary differential Equations: Application to Sparse and Noisy Data.
CoRR, 2022
2021
Structured layer surface segmentation for retina OCT using fully convolutional regression networks.
Medical Image Anal., 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
2020
Proceedings of the Medical Imaging 2020: Image Processing, 2020
2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2018
Medical Image Anal., 2018
Topology guaranteed segmentation of the human retina from OCT using convolutional neural networks.
CoRR, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
2017
Bayesian Group Testing Under Sum Observations: A Parallelizable Two-Approximation for Entropy Loss.
IEEE Trans. Inf. Theory, 2017
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017
Proceedings of the Seventh International Conference on Image Processing Theory, 2017
2016
Automated cerebellar lobule segmentation with application to cerebellar structural analysis in cerebellar disease.
NeuroImage, 2016
A multivariate nonlinear mixed effects model for longitudinal image analysis: Application to amyloid imaging.
NeuroImage, 2016
Landmark based shape analysis for cerebellar ataxia classification and cerebellar atrophy pattern visualization.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
A toolbox to visually explore cerebellar shape changes in cerebellar disease and dysfunction.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Voxel based morphometry in optical coherence tomography: validation and core findings.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
Proceedings of the IEEE International Symposium on Information Theory, 2015
Temporal Trajectory and Progression Score Estimation from Voxelwise Longitudinal Imaging Measures: Application to Amyloid Imaging.
Proceedings of the Information Processing in Medical Imaging, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 2015 IEEE Applied Imagery Pattern Recognition Workshop, 2015
2014
Twenty Questions for Localizing Multiple Objects by Counting: Bayes Optimal Policies for Entropy Loss.
CoRR, 2014
2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Approaching expert results using a hierarchical cerebellum parcellation protocol for multiple inexpert human raters.
NeuroImage, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
2012
A computational neurodegenerative disease progression score: Method and results with the Alzheimer's disease neuroimaging initiative cohort.
NeuroImage, 2012
J. Appl. Probab., 2012
Sequential screening: a Bayesian dynamic programming analysis of optimal group-splitting.
Proceedings of the Winter Simulation Conference, 2012
2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
IEEE Trans. Pattern Anal. Mach. Intell., 2010
Learning to Match: Deriving Optimal Template-Matching Algorithms from Probabilistic Image Models.
Int. J. Comput. Vis., 2010
2009
Template Registration with Missing Parts: Application to the Segmentation of M. Tuberculosis Infected Lungs.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2008
Comput. Medical Imaging Graph., 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
Where Have All the Interactions Gone? Estimating the Coverage of Two-Hybrid Protein Interaction Maps.
PLoS Comput. Biol., 2007
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007
2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
2005
Neural Comput., 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
2004
Proceedings of the British Machine Vision Conference, 2004
2003
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003
2002
Maximum Entropy Models for Skin Detection.
Proceedings of the ICVGIP 2002, 2002
2001
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001
1996
IEEE Trans. Pattern Anal. Mach. Intell., 1996