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Publication search results
found 48 matches
- 2024
- Ramy Hussein
, David D. Shin, Moss Y. Zhao
, Jia Guo
, Guido A. Davidzon
, Gary Steinberg
, Michael E. Moseley
, Greg Zaharchuk
:
Turning brain MRI into diagnostic PET: 15O-water PET CBF synthesis from multi-contrast MRI via attention-based encoder-decoder networks. Medical Image Anal. 93: 103072 (2024) - Salmonn Talebi, Elizabeth Tong, Anna Li, Ghiam Yamin, Greg Zaharchuk, Mohammad R. K. Mofrad:
Exploring the performance and explainability of fine-tuned BERT models for neuroradiology protocol assignment. BMC Medical Informatics Decis. Mak. 24(1): 40 (2024) - Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli
, Greg Zaharchuk, Kilian M. Pohl
:
SOM2LM: Self-Organized Multi-Modal Longitudinal Maps. MICCAI (2) 2024: 400-410 - 2023
- Sophie Ostmeier
, Brian Axelrod, Fabian Isensee
, Jeroen Bertels
, Michael Mlynash
, Soren Christensen
, Maarten G. Lansberg, Gregory W. Albers
, Rajen Sheth, Benjamin F. J. Verhaaren
, Abdelkader Mahammedi
, Li-Jia Li
, Greg Zaharchuk
, Jeremy J. Heit
:
USE-Evaluator: Performance metrics for medical image segmentation models supervised by uncertain, small or empty reference annotations in neuroimaging. Medical Image Anal. 90: 102927 (2023) - Jiang Liu
, Srivathsa Pasumarthi
, Ben A. Duffy
, Enhao Gong
, Keshav Datta
, Greg Zaharchuk
:
One Model to Synthesize Them All: Multi-Contrast Multi-Scale Transformer for Missing Data Imputation. IEEE Trans. Medical Imaging 42(9): 2577-2591 (2023) - Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli
, Wei Peng
, Greg Zaharchuk, Kilian M. Pohl
:
LSOR: Longitudinally-Consistent Self-Organized Representation Learning. MICCAI (1) 2023: 279-289 - Dayang Wang
, Srivathsa Pasumarthi
, Greg Zaharchuk
, Ryan Chamberlain
:
Simulation of Arbitrary Level Contrast Dose in MRI Using an Iterative Global Transformer Model. MICCAI (8) 2023: 88-98 - Dayang Wang, Srivathsa Pasumarthi, Greg Zaharchuk, Ryan Chamberlain:
Simulation of Arbitrary Level Contrast Dose in MRI Using an Iterative Global Transformer Model. CoRR abs/2307.11980 (2023) - Sophie Ostmeier, Brian Axelrod, Benjamin Pulli, Benjamin F. J. Verhaaren, Abdelkader Mahammedi, Yongkai Liu, Christian Federau, Greg Zaharchuk, Jeremy J. Heit:
Random Expert Sampling for Deep Learning Segmentation of Acute Ischemic Stroke on Non-contrast CT. CoRR abs/2309.03930 (2023) - Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Wei Peng, Greg Zaharchuk, Kilian M. Pohl:
LSOR: Longitudinally-Consistent Self-Organized Representation Learning. CoRR abs/2310.00213 (2023) - 2022
- Jon André Ottesen, Darvin Yi, Elizabeth Tong, Michael Iv
, Anna Latysheva, Cathrine Saxhaug, Kari Dolven Jacobsen, Åslaug Helland, Kyrre Eeg Emblem, Daniel L. Rubin, Atle Bjørnerud, Greg Zaharchuk, Endre Grøvik:
2.5D and 3D segmentation of brain metastases with deep learning on multinational MRI data. Frontiers Neuroinformatics 16 (2022) - Jiahong Ouyang
, Qingyu Zhao, Ehsan Adeli
, Greg Zaharchuk, Kilian M. Pohl
:
Self-supervised learning of neighborhood embedding for longitudinal MRI. Medical Image Anal. 82: 102571 (2022) - Jiahong Ouyang
, Qingyu Zhao
, Ehsan Adeli
, Greg Zaharchuk
, Kilian M. Pohl
:
Disentangling Normal Aging From Severity of Disease via Weak Supervision on Longitudinal MRI. IEEE Trans. Medical Imaging 41(10): 2558-2569 (2022) - Ramy Hussein, Moss Y. Zhao
, David Shin, Jia Guo, Kevin T. Chen, Rui D. Armindo, Guido A. Davidzon, Michael E. Moseley, Greg Zaharchuk:
Multi-task Deep Learning for Cerebrovascular Disease Classification and MRI-to-PET Translation. ICPR 2022: 4306-4312 - Ramy Hussein, Moss Y. Zhao, David Shin, Jia Guo, Kevin T. Chen, Rui D. Armindo, Guido A. Davidzon, Michael E. Moseley, Greg Zaharchuk:
Multi-task Deep Learning for Cerebrovascular Disease Classification and MRI-to-PET Translation. CoRR abs/2202.06142 (2022) - Jiang Liu, Srivathsa Pasumarthi, Ben A. Duffy, Enhao Gong, Greg Zaharchuk, Keshav Datta:
One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer for Missing Data Imputation. CoRR abs/2204.13738 (2022) - Ramy Hussein, David Shin, Moss Y. Zhao
, Jia Guo, Guido A. Davidzon, Michael E. Moseley, Greg Zaharchuk:
Brain MRI-to-PET Synthesis using 3D Convolutional Attention Networks. CoRR abs/2211.12082 (2022) - Sophie Ostmeier, Jeremy J. Heit, Brian Axelrod, Li-Jia Li, Greg Zaharchuk, Benjamin F. J. Verhaaren, Abdelkader Mahammedi, Soren Christensen, Maarten G. Lansberg:
Non-inferiority of Deep Learning Model to Segment Acute Stroke on Non-contrast CT Compared to Neuroradiologists. CoRR abs/2211.15341 (2022) - 2021
- Moss Y. Zhao
, Audrey P. Fan
, David Yen-Ting Chen, Magdalena J. Sokolska
, Jia Guo
, Yosuke Ishii
, David D. Shin, Mohammad Mehdi Khalighi
, Dawn Holley, Kim Halbert, Andrea Otte, Brittney Williams, Taghi Rostami
, Jun-Hyung Park
, Bin Shen, Greg Zaharchuk:
Cerebrovascular reactivity measurements using simultaneous 15O-water PET and ASL MRI: Impacts of arterial transit time, labeling efficiency, and hematocrit. NeuroImage 233: 117955 (2021) - Akshay S. Chaudhari
, Erik Mittra, Guido A. Davidzon
, Praveen Gulaka, Harsh Gandhi, Adam Brown, Tao Zhang, Shyam Srinivas, Enhao Gong, Greg Zaharchuk
, Hossein Jadvar
:
Author Correction: Low-count whole-body PET with deep learning in a multicenter and externally validated study. npj Digit. Medicine 4 (2021) - Akshay S. Chaudhari
, Erik Mittra, Guido A. Davidzon
, Praveen Gulaka, Harsh Gandhi, Adam Brown, Tao Zhang, Shyam Srinivas, Enhao Gong, Greg Zaharchuk
, Hossein Jadvar
:
Low-count whole-body PET with deep learning in a multicenter and externally validated study. npj Digit. Medicine 4 (2021) - Endre Grøvik, Darvin Yi, Michael Iv
, Elizabeth Tong, Line Brennhaug Nilsen, Anna Latysheva, Cathrine Saxhaug, Kari Dolven Jacobsen, Åslaug Helland
, Kyrre Eeg Emblem, Daniel L. Rubin
, Greg Zaharchuk
:
Handling missing MRI sequences in deep learning segmentation of brain metastases: a multicenter study. npj Digit. Medicine 4 (2021) - Jiahong Ouyang
, Ehsan Adeli
, Kilian M. Pohl
, Qingyu Zhao
, Greg Zaharchuk
:
Representation Disentanglement for Multi-modal Brain MRI Analysis. IPMI 2021: 321-333 - Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli
, Edith V. Sullivan
, Adolf Pfefferbaum, Greg Zaharchuk, Kilian M. Pohl
:
Self-supervised Longitudinal Neighbourhood Embedding. MICCAI (2) 2021: 80-89 - Dave Van Veen
, Ben A. Duffy, Long Wang, Keshav Datta, Tao Zhang, Greg Zaharchuk, Enhao Gong:
Real-Time Video Denoising to Reduce Ionizing Radiation Exposure in Fluoroscopic Imaging. MLMIR@MICCAI 2021: 109-119 - Jiahong Ouyang, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao, Greg Zaharchuk:
Representation Disentanglement for Multi-modal MR Analysis. CoRR abs/2102.11456 (2021) - Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Edith V. Sullivan, Adolf Pfefferbaum, Greg Zaharchuk, Kilian M. Pohl:
Self-Supervised Longitudinal Neighbourhood Embedding. CoRR abs/2103.03840 (2021) - 2020
- Audrey P. Fan
, Hongyu An
, Farshad Moradi
, Jarrett Rosenberg
, Yosuke Ishii
, Tadashi Nariai
, Hidehiko Okazawa
, Greg Zaharchuk:
Quantification of brain oxygen extraction and metabolism with [15O]-gas PET: A technical review in the era of PET/MRI. NeuroImage 220: 117136 (2020) - Benjamin Zahneisen, Kathrin Bäumler, Greg Zaharchuk, Dominik Fleischmann
, Michael Zeineh
:
Deep flow-net for EPI distortion estimation. NeuroImage 217: 116886 (2020) - Guanhua Wang
, Enhao Gong
, Suchandrima Banerjee, Dann Martin, Elizabeth Tong, Jay Choi
, Huijun Chen, Max Wintermark, John M. Pauly
, Greg Zaharchuk
:
Synthesize High-Quality Multi-Contrast Magnetic Resonance Imaging From Multi-Echo Acquisition Using Multi-Task Deep Generative Model. IEEE Trans. Medical Imaging 39(10): 3089-3099 (2020)
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