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ORCIDAaron Carass
- > Home > Persons > Aaron Carass
Publications
- 2023
[c136]Peiyu Duan, Yuan Xue, Shuo Han, Lianrui Zuo, Aaron Carass, Caitlyn Bernhard, Savannah Hays, Peter A. Calabresi, Susan M. Resnick, James S. Duncan, Jerry L. Prince:
Rapid Brain Meninges Surface Reconstruction with Layer Topology Guarantee. ISBI 2023: 1-5- [c130]Samuel W. Remedios, Shuo Han, Lianrui Zuo, Aaron Carass, Dzung L. Pham, Jerry L. Prince, Blake E. Dewey:
Self-Supervised Super-Resolution for Anisotropic MR Images with and Without Slice Gap. SASHIMI@MICCAI 2023: 118-128 - [c124]Pouria Tohidi, Shuo Han, Lianrui Zuo, Jiachen Zhuo, Steve Roys, Aaron Carass, Rao P. Gullapalli, Jerry L. Prince:
Joint synthesis of WMn MPRAGE and parameter maps using deep learning and an imaging equation. Medical Imaging: Image Processing 2023 - 2022
- [j27]Yihao Liu
, Aaron Carass, Lianrui Zuo, Yufan He, Shuo Han, Lorenzo Gregori, Sean Murray, Rohit Mishra, Jianqin Lei, Peter A. Calabresi, Shiv Saidha, Jerry L. Prince:
Disentangled Representation Learning for OCTA Vessel Segmentation With Limited Training Data. IEEE Trans. Medical Imaging 41(12): 3686-3698 (2022) - [c118]Pouria Tohidi, Samuel W. Remedios, Danielle L. Greenman, Muhan Shao, Shuo Han, Blake E. Dewey, Jacob C. Reinhold, Yi-Yu Chou, Dzung L. Pham, Jerry L. Prince, Aaron Carass:
Multiple Sclerosis brain lesion segmentation with different architecture ensembles. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2022 - [c117]Lianrui Zuo, Yihao Liu, Yuan Xue, Shuo Han, Murat Bilgel, Susan M. Resnick, Jerry L. Prince, Aaron Carass:
Disentangling a Single MR Modality. DALI@MICCAI 2022: 54-63 - [c116]Yuan Xue, Blake E. Dewey, Lianrui Zuo, Shuo Han, Aaron Carass, Peiyu Duan, Samuel W. Remedios, Dzung L. Pham, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Bi-directional Synthesis of Pre- and Post-contrast MRI via Guided Feature Disentanglement. SASHIMI@MICCAI 2022: 55-65 - [c115]Yihao Liu, Lianrui Zuo, Shuo Han, Yuan Xue, Jerry L. Prince, Aaron Carass:
Coordinate Translator for Learning Deformable Medical Image Registration. MMMI@MICCAI 2022: 98-109 - [c113]Samuel W. Remedios, Shuo Han, Yuan Xue, Aaron Carass, Trac D. Tran, Dzung L. Pham, Jerry L. Prince:
Deep Filter Bank Regression for Super-Resolution of Anisotropic MR Brain Images. MICCAI (6) 2022: 613-622 - [c112]Peiyu Duan, Shuo Han, Lianrui Zuo, Yang An, Yihao Liu, Ahmed Alshareef, Junghoon Lee, Aaron Carass, Susan M. Resnick, Jerry L. Prince:
Cranial meninges reconstruction based on convolutional networks and deformable models: applications to longitudinal study of normal aging. Medical Imaging: Image Processing 2022 - [i17]Yihao Liu, Lianrui Zuo, Shuo Han, Jerry L. Prince, Aaron Carass:
Coordinate Translator for Learning Deformable Medical Image Registration. CoRR abs/2203.03626 (2022) - [i16]Lianrui Zuo, Yihao Liu, Yuan Xue, Shuo Han, Murat Bilgel, Susan M. Resnick, Jerry L. Prince, Aaron Carass:
Disentangling A Single MR Modality. CoRR abs/2205.04982 (2022) - [i14]Samuel W. Remedios, Shuo Han, Yuan Xue, Aaron Carass, Trac D. Tran, Dzung L. Pham, Jerry L. Prince:
Deep filter bank regression for super-resolution of anisotropic MR brain images. CoRR abs/2209.02611 (2022) - 2021
- [c108]Shuo Han, Samuel Remedios, Aaron Carass, Michael Schär, Jerry L. Prince:
MR Slice Profile Estimation by Learning to Match Internal Patch Distributions. IPMI 2021: 108-119 - [c106]Shuo Han, Aaron Carass, Michael Schär, Peter A. Calabresi, Jerry L. Prince:
Slice Profile Estimation From 2D MRI Acquisition Using Generative Adversarial Networks. ISBI 2021: 145-149 - [c104]Samuel W. Remedios, Shuo Han, Blake E. Dewey, Dzung L. Pham, Jerry L. Prince, Aaron Carass:
Joint Image and Label Self-super-Resolution. SASHIMI@MICCAI 2021: 14-23 - [c98]Shangxian L. Wang, Shuo Han, Aaron Carass, Jiachen Zhuo, Steve Roys, Rao P. Gullapalli, Li Jiang, Jerry L. Prince:
Thalamus segmentation using convolutional neural networks. Medical Imaging: Image Processing 2021 - [i9]Shuo Han, Samuel Remedios, Aaron Carass, Michael Schär, Jerry L. Prince:
MR Slice Profile Estimation by Learning to Match Internal Patch Distributions. CoRR abs/2104.00100 (2021) - 2020
- [j23]Shuo Han, Aaron Carass, Yufan He, Jerry L. Prince:
Automatic cerebellum anatomical parcellation using U-Net with locally constrained optimization. NeuroImage 218: 116819 (2020) - [j22]Shuo Han, Yang An, Aaron Carass, Jerry L. Prince, Susan M. Resnick:
Longitudinal analysis of regional cerebellum volumes during normal aging. NeuroImage 220: 117062 (2020) - [c95]Shuo Han, Jerry L. Prince, Aaron Carass:
Inhomogeneity Correction in Magnetic Resonance Images Using Deep Image Priors. MLMI@MICCAI 2020: 404-413 - [c88]Shuo Han, Jerry L. Prince, Aaron Carass:
Reflection-equivariant convolutional neural networks improve segmentation over reflection augmentation. Medical Imaging: Image Processing 2020: 1131337 - 2019
- [c85]Shuo Han, Aaron Carass, Jerry L. Prince:
Hierarchical Parcellation of the Cerebellum. MICCAI (3) 2019: 484-491 - [c84]Shuo Han, Yufan He, Aaron Carass, Sarah H. Ying, Jerry L. Prince:
Cerebellum parcellation with convolutional neural networks. Medical Imaging: Image Processing 2019: 109490K - [c83]Lianrui Zuo, Shuo Han, Aaron Carass, Sarah H. Ying, Chiadikaobi U. Onyike, Jerry L. Prince:
Automatic quality control using hierarchical shape analysis for cerebellum parcellation. Medical Imaging: Image Processing 2019: 109490J - 2018
- [j19]Aaron Carass, Jennifer L. Cuzzocreo, Shuo Han, Carlos R. Hernandez-Castillo, Paul E. Rasser, Melanie Ganz, Vincent Beliveau, Jose Dolz, Ismail Ben Ayed, Christian Desrosiers, Benjamin Thyreau, José E. Romero, Pierrick Coupé, José V. Manjón, Vladimir S. Fonov, D. Louis Collins, Sarah H. Ying, Chiadi U. Onyike, Jerry L. Prince:
Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images. NeuroImage 183: 150-172 (2018) - [c78]Lianrui Zuo, Aaron Carass, Shuo Han, Jerry L. Prince:
Automatic outlier detection using hidden Markov model for cerebellar lobule segmentation. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2018: 105780D - [c74]Muhan Shao, Shuo Han, Aaron Carass, Xiang Li, Ari M. Blitz, Jerry L. Prince, Lotta Maria Ellingsen:
Shortcomings of Ventricle Segmentation Using Deep Convolutional Networks. MLCN/DLF/iMIMIC@MICCAI 2018: 79-86
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