B. Jedynak

Most-cited papers

An Active Testing Model for Tracking Roads in Satellite Images
D. Geman, B. Jedynak
1996IEEE Transactions on Pattern Analysis and Machine Intelligence617 citations
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Spike inference from calcium imaging using sequential Monte Carlo methods.
J. Vogelstein, B. Watson, Adam Packer, R. Yuste +2 more
2009Biophysical Journal256 citations Open access
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A Computational Neurodegenerative Disease Progression Score: Method and Results with the Alzheimer’s Disease Neuroimaging Initiative Cohort
B. Jedynak, Andrew Lang, Bo Liu, E. Katz +6 more
2012NeuroImage249 citations Open access
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Colonization patterns of soil microbial communities in the Atacama Desert
A. Crits-Christoph, C. Robinson, T. Barnum, W. Fricke +4 more
2013Microbiome227 citations Open access
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Self-Organization in High-Density Bacterial Colonies: Efficient Crowd Control
Hojung Cho, H. Jönsson, Kyle Campbell, Pontus Melke +5 more
2007PLoS Biology189 citations Open access
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Where Have All the Interactions Gone? Estimating the Coverage of Two-Hybrid Protein Interaction Maps
Hai-Liang Huang, B. Jedynak, J. Bader
2007PLoS Comput. Biol.154 citations Open access
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Noninvasive Pulmonary [18F]-2-Fluoro-Deoxy-d-Glucose Positron Emission Tomography Correlates with Bactericidal Activity of Tuberculosis Drug Treatment
S. Davis, E. Nuermberger, Peter K Um, C. Vidal +4 more
2009Antimicrobial Agents and Chemotherapy142 citations Open access
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Multi-method investigation of factors influencing amyloid onset and impairment in three cohorts
T. Betthauser, Murat Bilgel, R. Koscik, B. Jedynak +12 more
2021medRxiv118 citations Open access
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Structural cerebellar correlates of cognitive and motor dysfunctions in cerebellar degeneration
Kalyani Kansal, Zhen Yang, A. Fishman, Haris I Sair +4 more
2017Brain : a journal of neurology112 citations Open access
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Twenty Questions with Noise: Bayes Optimal Policies for Entropy Loss
B. Jedynak, P. Frazier, Raphael Sznitman
2012Journal of Applied Probability102 citations Open access
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Structured layer surface segmentation for retina OCT using fully convolutional regression networks
Yu-Fan He, A. Carass, Yi-Hao Liu, B. Jedynak +4 more
2020Medical Image Anal.92 citations Open access
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Associations between performance on an abbreviated CogState battery, other measures of cognitive function, and biomarkers in people at risk for Alzheimer’s disease
Annie M. Racine, Lindsay R. Clark, Sara E. Berman, R. Koscik +11 more
2016Journal of Alzheimer's Disease86 citations Open access
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Active Testing for Face Detection and Localization
Raphael Sznitman, B. Jedynak
2010IEEE Transactions on Pattern Analysis and Machine Intelligence81 citations Open access
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A multivariate nonlinear mixed effects model for longitudinal image analysis: Application to amyloid imaging
Murat Bilgel, Jerry L Prince, D. Wong, S. Resnick +1 more
2016NeuroImage79 citations Open access
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Fully Convolutional Boundary Regression for Retina OCT Segmentation
Yu-Fan He, A. Carass, Yi-Hao Liu, B. Jedynak +4 more
2019International Conference on Medical Image Computing and Computer-Assisted Intervention75 citations Open access
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The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up
Razvan V. Marinescu, N. Oxtoby, A. Young, E. Bron +92 more
2020Machine Learning for Biomedical Imaging71 citations Open access
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Trajectories of Alzheimer disease-related cognitive measures in a longitudinal sample
Murat Bilgel, Y. An, Andrew Lang, Jerry L Prince +3 more
2014Alzheimer's & Dementia69 citations Open access
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Maximum Entropy Models for Skin Detection
B. Jedynak, Huicheng Zheng, Mohamed Daoudi, Didier Barret
2003Energy Minimization Methods in Computer Vision and Pattern Recognition68 citations
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Longitudinal changes in Alzheimer’s-related plasma biomarkers and brain amyloid
Murat Bilgel, Y. An, Keenan A. Walker, A. Moghekar +9 more
2023Alzheimer's & Dementia67 citations Open access
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Unified Detection and Tracking of Instruments during Retinal Microsurgery
Raphael Sznitman, Rogério Richa, R. Taylor, B. Jedynak +1 more
2013IEEE Transactions on Pattern Analysis and Machine Intelligence65 citations Open access
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Deep learning based topology guaranteed surface and MME segmentation of multiple sclerosis subjects from retinal OCT.
Yu-Fan He, A. Carass, Yi-Hao Liu, B. Jedynak +4 more
2019Biomedical Optics Express62 citations Open access
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Predicting time to dementia using a quantitative template of disease progression
M. Bilgel, B. Jedynak
2018bioRxiv54 citations Open access
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Towards Topological Correct Segmentation of Macular OCT from Cascaded FCNs
Yu-Fan He, A. Carass, Yeyi Yun, Can Zhao +5 more
2017FIFI/OMIA@MICCAI52 citations Open access
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Automated Cerebellar Lobule Segmentation with Application to Cerebellar Structural Analysis in Cerebellar Disease
Zhen Yang, Chuyang Ye, J. Bogovic, A. Carass +3 more
2015NeuroImage44 citations Open access
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Statistical Models for Skin Detection
B. Jedynak, Huicheng Zheng, Mohamed Daoudi
20032003 Conference on Computer Vision and Pattern Recognition Workshop43 citations
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Approaching Expert Results Using a Hierarchical Cerebellum Parcellation Protocol for Multiple Inexpert Human Raters
J. Bogovic, B. Jedynak, Rachel Rigg, Annie Du +3 more
2012NeuroImage39 citations Open access
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Efficient Focusing and Face Detection
Y. Amit, D. Geman, B. Jedynak
199837 citations
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Image indexing & retrieval using intermediate features
Mohamad Obeid, B. Jedynak, Mohamed Daoudi
2001MULTIMEDIA '0136 citations
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Maximum Likelihood Set for Estimating a Probability Mass Function
B. Jedynak, S. Khudanpur
2005Neural Computation35 citations
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Topology guaranteed segmentation of the human retina from OCT using convolutional neural networks
Yu-Fan He, A. Carass, B. Jedynak, Sharon D. Solomon +3 more
2018arXiv.org30 citations
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[(125)I]FIAU imaging in a preclinical model of lung infection: quantification of bacterial load.
Mrudula Pullambhatla, J. Tessier, Graham Beck, B. Jedynak +2 more
2012American Journal of Nuclear Medicine and Molecular Imaging28 citations
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A computational method for computing an Alzheimer’s Disease Progression Score; experiments and validation with the ADNI dataset
B. Jedynak, Bo Liu, Andrew Lang, Y. Gel +1 more
2014Neurobiology of Aging26 citations Open access
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Unified Detection and Tracking in Retinal Microsurgery
Raphael Sznitman, A. Basu, Rogério Richa, J. Handa +4 more
2011International Conference on Medical Image Computing and Computer-Assisted Intervention25 citations Open access
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Model-based classification trees
D. Geman, B. Jedynak
2001IEEE Transactions on Information Theory24 citations
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An Optimal Policy for Target Localization with Application to Electron Microscopy
Raphael Sznitman, Aurélien Lucchi, P. Frazier, B. Jedynak +1 more
2013International Conference on Machine Learning23 citations
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Longitudinal changes in Alzheimer's-related plasma biomarkers and brain amyloid
Murat Bilgel, Yang An, Keenan A. Walker, A. Moghekar +9 more
2023medRxiv22 citations Open access
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Skin detection using pairwise models
B. Jedynak, Huicheng Zheng, Mohamed Daoudi
2005Image and Vision Computing22 citations
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Tracking Roads in Satellite Images by Playing Twenty Questions
B. Jedynak, Jean-Philippe Rozé
199522 citations
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Temporal order of Alzheimer’s disease-related cognitive marker changes in BLSA and WRAP longitudinal studies
Murat Bilgel, R. Koscik, An Yang, Jerry L Prince +3 more
2016bioRxiv21 citations Open access
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Temporal trajectory and progression score estimation from voxelwise longitudinal imaging measures: Application to amyloid imaging
Murat Bilgel, B. Jedynak, D. Wong, S. Resnick +1 more
2015Information Processing in Medical Imaging21 citations Open access
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Imaging the Evolution of Reactivation Pulmonary Tuberculosis in Mice Using 18F-FDG PET
Allison M Murawski, S. Gurbani, J. Harper, Mariah H. Klunk +3 more
2014Journal of Nuclear Medicine21 citations Open access
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Bayesian Multiple Target Localization
P. Rajan, Weidong Han, Raphael Sznitman, P. Frazier +1 more
2015International Conference on Machine Learning19 citations
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The effect of rare variants in TREM2 and PLD3 on longitudinal cognitive function in the Wisconsin Registry for Alzheimer’s Prevention
C. Engelman, Burcu F. Darst, M. Bilgel, E. Vasiljevic +3 more
2017Neurobiology of Aging18 citations Open access
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Spline-Based Probabilistic Model for Anatomical Landmark Detection
Camille Izard, B. Jedynak, Craig E. L. Stark
2006International Conference on Medical Image Computing and Computer-Assisted Intervention18 citations Open access
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Learning Riemannian metric for disease progression modeling
Samuel Gruffaz, Pierre-Emmanuel Poulet, Etienne Maheux, B. Jedynak +1 more
2021Neural Information Processing Systems17 citations
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Quantitative Multi-modal Brain Autoradiography of Glutamatergic, Dopaminergic, Cannabinoid, and Nicotinic Receptors in Mutant Disrupted-In-Schizophrenia-1 (DISC1) Mice
Jongho Kim, A. Horti, W. B. Mathews, V. Pogorelov +10 more
2014Molecular Imaging and Biology14 citations
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Template Registration with Missing Parts: Application to the Segmentation of M. Tuberculosis Infected Lungs
Camille Vidal, Joshua Hewitt, S. Davis, L. Younes +2 more
2009IEEE International Symposium on Biomedical Imaging14 citations Open access
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Shape Recognition and Twenty Questions
D. Geman, B. Jedynak
200714 citations
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Machine Learning for Health (ML4H) Workshop at NeurIPS 2018
Natalia Antropova, Andrew Beam, Brett K. Beaulieu-Jones, Irene Y. Chen +14 more
2018arXiv.org13 citations
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Learning nonparametric ordinary differential equations from noisy data
K. Lahouel, Michael Wells, Victor Rielly, Ethan Lew +2 more
2022Journal of Computational Physics11 citations Open access
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