Bruno M. Jedynak

20 papers B 3Journal 11Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	MOCK: an Algorithm for Learning Nonparametric Differential Equations via Multivariate Occupation Kernel Functions. Trans. Mach. Learn. Res. Victor Rielly, Kamel Lahouel, Ethan Lew, Nicholas Fisher, Vicky Haney, Michael Wells, Bruno M. Jedynak
2024	J	`jnl`	Learning nonparametric ordinary differential equations from noisy data. J. Comput. Phys. Kamel Lahouel, Michael Wells, Victor Rielly, Ethan Lew, David Lovitz, Bruno M. Jedynak
2024	—	`conf`	Predictive Powered Inference for Healthcare; Relating Optical Coherence Tomography Scans to Multiple Sclerosis Disease Progression. MLHC Jacob Schultz, Jerry L. Prince, Bruno M. Jedynak
2021	J	`jnl`	Structured layer surface segmentation for retina OCT using fully convolutional regression networks. Medical Image Anal. Yufan He, Aaron Carass, Yihao Liu, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2020	B	`conf`	Segmenting retinal OCT images with inter-B-scan and longitudinal information. Image Processing Yufan He, Aaron Carass, Yihao Liu, Angeliki Filippatou, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2019	—	`conf`	Fully Convolutional Boundary Regression for Retina OCT Segmentation. MICCAI (1) Yufan He, Aaron Carass, Yihao Liu, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2018	J	`jnl`	Intensity inhomogeneity correction of SD-OCT data using macular flatspace. Medical Image Anal. Andrew Lang, Aaron Carass, Bruno M. Jedynak, Sharon D. Solomon, Peter A. Calabresi, Jerry L. Prince
2018	J	`jnl`	Topology guaranteed segmentation of the human retina from OCT using convolutional neural networks. CoRR Yufan He, Aaron Carass, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2017	J	`jnl`	Bayesian Group Testing Under Sum Observations: A Parallelizable Two-Approximation for Entropy Loss. IEEE Trans. Inf. Theory Weidong Han, Purnima Rajan, Peter I. Frazier, Bruno M. Jedynak
2017	—	`conf`	Towards Topological Correct Segmentation of Macular OCT from Cascaded FCNs. FIFI/OMIA@MICCAI Yufan He, Aaron Carass, Yeyi Yun, Can Zhao, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2016	J	`jnl`	A multivariate nonlinear mixed effects model for longitudinal image analysis: Application to amyloid imaging. NeuroImage Murat Bilgel, Jerry L. Prince, Dean F. Wong, Susan M. Resnick, Bruno M. Jedynak
2016	—	`conf`	A toolbox to visually explore cerebellar shape changes in cerebellar disease and dysfunction. Computer-Aided Diagnosis Sayed Mazdak Abulnaga, Zhen Yang, Aaron Carass, Kalyani Kansal, Bruno M. Jedynak, Chiadi U. Onyike, Sarah H. Ying, Jerry L. Prince
2016	J	`jnl`	Automated cerebellar lobule segmentation with application to cerebellar structural analysis in cerebellar disease. NeuroImage Zhen Yang, Chuyang Ye, John A. Bogovic, Aaron Carass, Bruno M. Jedynak, Sarah H. Ying, Jerry L. Prince
2016	—	`conf`	Intensity inhomogeneity correction of macular OCT using N3 and retinal flatspace. ISBI Andrew Lang, Aaron Carass, Bruno M. Jedynak, Sharon D. Solomon, Peter A. Calabresi, Jerry L. Prince
2016	B	`conf`	Landmark based shape analysis for cerebellar ataxia classification and cerebellar atrophy pattern visualization. Image Processing Zhen Yang, Sayed Mazdak Abulnaga, Aaron Carass, Kalyani Kansal, Bruno M. Jedynak, Chiadi Onyike, Sarah H. Ying, Jerry L. Prince
2016	—	`conf`	Voxel based morphometry in optical coherence tomography: validation and core findings. Biomedical Applications in Molecular, Structural, and Functional Imaging Bhavna Josephine Antony, Min Chen, Aaron Carass, Bruno M. Jedynak, Omar Al-Louzi, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2014	J	`jnl`	Twenty Questions for Localizing Multiple Objects by Counting: Bayes Optimal Policies for Entropy Loss. CoRR Weidong Han, Peter I. Frazier, Bruno M. Jedynak
2013	J	`jnl`	Approaching expert results using a hierarchical cerebellum parcellation protocol for multiple inexpert human raters. NeuroImage John A. Bogovic, Bruno M. Jedynak, Rachel Rigg, Annie Du, Bennett A. Landman, Jerry L. Prince, Sarah H. Ying
2012	J	`jnl`	A computational neurodegenerative disease progression score: Method and results with the Alzheimer's disease neuroimaging initiative cohort. NeuroImage Bruno M. Jedynak, Andrew Lang, Bo Liu, Elyse Katz, Yanwei Zhang, Bradley T. Wyman, David Raunig, C. Pierre Jedynak, Brian Caffo, Jerry L. Prince
2005	B	`conf`	Automatic landmarking of magnetic resonance brain images. Image Processing Camille Izard, Bruno M. Jedynak, Craig E. L. Stark