Zhaolin Chen

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 44

Top Topics

Image Reconstruction

Magnetic Resonance Imaging

Top Venues

BrainLes@MICCAI (2)

Medical Image Anal.

Publications

Zhifeng Chen, Kamlesh Pawar, Kh Tohidul Islam, Himashi Peiris, Gary F. Egan, Zhaolin Chen
Motion-Informed Deep Learning for Brain MR Image Reconstruction Framework. CoRR (2024)
Guoan Wang, Jin Ye, Junlong Cheng, Tianbin Li, Zhaolin Chen, Jianfei Cai, Junjun He, Bohan Zhuang
SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation. CoRR (2024)
Sanuwani Dayarathna, Kh Tohidul Islam, Sergio Uribe, Guang Yang, Munawar Hayat, Zhaolin Chen
Deep learning based synthesis of MRI, CT and PET: Review and analysis. Medical Image Anal. 92 (2024)
Benjamin Sinclair, Lucy Vivash, Jasmine Moses, Miranda Lynch, William Pham, Karina Dorfman, Cassandra Marotta, Shaun Koh, Jacob Bunyamin, Ella Rowsthorn, Alex Jarema, Himashi Peiris, Zhaolin Chen, Sandy R. Shultz, David K. Wright, Dexiao Kong, Sharon L. Naismith, Terence J. O'Brien, Meng Law
Perivascular space Identification Nnunet for Generalised Usage (PINGU). CoRR (2024)
Kangjia Qiao, Zhaolin Chen, Boyang Qu, Kunjie Yu, Caitong Yue, Ke Chen, Jing Liang
A dual-population evolutionary algorithm based on dynamic constraint processing and resources allocation for constrained multi-objective optimization problems. Expert Syst. Appl. 238 (Part A) (2024)
Mevan Ekanayake, Kamlesh Pawar, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen
McSTRA: A multi-branch cascaded swin transformer for point spread function-guided robust MRI reconstruction. Comput. Biol. Medicine 168 (2024)
Mahboobeh Jafari, Delaram Sadeghi, Afshin Shoeibi, Hamid Alinejad-Rokny, Amin Beheshti, David López-García, Zhaolin Chen, U. Rajendra Acharya, Juan Manuel Górriz
Empowering precision medicine: AI-driven schizophrenia diagnosis via EEG signals: A comprehensive review from 2002-2023. Appl. Intell. 54 (1) (2024)
Mevan Ekanayake, Kamlesh Pawar, Gary F. Egan, Zhaolin Chen
PixCUE - Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification. CoRR (2023)
Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
Uncertainty-guided dual-views for semi-supervised volumetric medical image segmentation. Nat. Mac. Intell. 5 (7) (2023)
Mahboobeh Jafari, Delaram Sadeghi, Afshin Shoeibi, Hamid Alinejad-Rokny, Amin Beheshti, David López-García, Zhaolin Chen, U. Rajendra Acharya, Juan Manuel Górriz
Empowering Precision Medicine: AI-Driven Schizophrenia Diagnosis via EEG Signals: A Comprehensive Review from 2002-2023. CoRR (2023)
Zhaolin Chen, Kamlesh Pawar, Mevan Ekanayake, Cameron Pain, Shenjun Zhong, Gary F. Egan
Deep Learning for Image Enhancement and Correction in Magnetic Resonance Imaging - State-of-the-Art and Challenges. J. Digit. Imaging 36 (1) (2023)
Mevan Ekanayake, Zhifeng Chen, Gary F. Egan, Mehrtash Harandi, Zhaolin Chen
Contrastive Learning MRI Reconstruction. CoRR (2023)
Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
Hybrid Window Attention Based Transformer Architecture for Brain Tumor Segmentation. CoRR (2022)
Shenjun Zhong, Zhaolin Chen, Gary F. Egan
Auto-encoded Latent Representations of White Matter Streamlines for Quantitative Distance Analysis. Neuroinformatics 20 (4) (2022)
Himashi Peiris, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
Reciprocal Adversarial Learning for Brain Tumor Segmentation: A Solution to BraTS Challenge 2021 Segmentation Task. CoRR (2022)
Mevan Ekanayake, Kamlesh Pawar, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen
Multi-head Cascaded Swin Transformers with Attention to k-space Sampling Pattern for Accelerated MRI Reconstruction. CoRR (2022)
Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation. MICCAI (5) (2022)
Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
Hybrid Window Attention Based Transformer Architecture for Brain Tumor Segmentation. BrainLes@MICCAI (2) (2022)
Shenpeng Li, Sharna D. Jamadar, Phillip G. D. Ward, Gary F. Egan, Zhaolin Chen
Estimation of simultaneous BOLD and dynamic FDG metabolic brain activations using a multimodality concatenated ICA (mcICA) method. NeuroImage 226 (2021)
Viswanath P. Sudarshan, Shenpeng Li, Sharna D. Jamadar, Gary F. Egan, Suyash P. Awate, Zhaolin Chen
Incorporation of anatomical MRI knowledge for enhanced mapping of brain metabolism using functional PET. NeuroImage 233 (2021)
Viswanath P. Sudarshan, Uddeshya Upadhyay, Gary F. Egan, Zhaolin Chen, Suyash P. Awate
Towards Lower-Dose PET using Physics-Based Uncertainty-Aware Multimodal Learning with Robustness to Out-of-Distribution Data. CoRR (2021)
Kamlesh Pawar, Gary F. Egan, Zhaolin Chen
Domain knowledge augmentation of parallel MR image reconstruction using deep learning. Comput. Medical Imaging Graph. 92 (2021)
Kamlesh Pawar, Shenjun Zhong, Zhaolin Chen, Gary F. Egan
Brain Tumor Segmentation Using Two-Stage Convolutional Neural Network for Federated Evaluation. BrainLes@MICCAI (2) (2021)
Himashi Peiris, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
Duo-SegNet: Adversarial Dual-Views for Semi-supervised Medical Image Segmentation. MICCAI (2) (2021)
Viswanath P. Sudarshan, Uddeshya Upadhyay, Gary F. Egan, Zhaolin Chen, Suyash P. Awate
Towards lower-dose PET using physics-based uncertainty-aware multimodal learning with robustness to out-of-distribution data. Medical Image Anal. 73 (2021)
Himashi Peiris, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
Reciprocal Adversarial Learning for Brain Tumor Segmentation: A Solution to BraTS Challenge 2021 Segmentation Task. BrainLes@MICCAI (1) (2021)
Kamlesh Pawar, Shenjun Zhong, Dilshan Sasanka Goonatillake, Gary F. Egan, Zhaolin Chen
Orthogonal-Nets: A Large Ensemble of 2D Neural Networks for 3D Brain Tumor Segmentation. BrainLes@MICCAI (2) (2021)
Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
A Volumetric Transformer for Accurate 3D Tumor Segmentation. CoRR (2021)
Himashi Peiris, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation. CoRR (2021)
Kamlesh Pawar, Zhaolin Chen, Jingxin Zhang, N. Jon Shah, Gary F. Egan
Application of compressed sensing using chirp encoded 3D GRE and MPRAGE sequences. Int. J. Imaging Syst. Technol. 30 (3) (2020)
Viswanath P. Sudarshan, Gary F. Egan, Zhaolin Chen, Suyash P. Awate
Joint PET-MRI image reconstruction using a patch-based joint-dictionary prior. Medical Image Anal. 62 (2020)
Shenpeng Li, Sharna D. Jamadar, Phillip G. D. Ward, Malin Premaratne, Gary F. Egan, Zhaolin Chen
Analysis of continuous infusion functional PET (fPET) in the human brain. NeuroImage 213 (2020)
Thomas G. Close, Phillip G. D. Ward, Francesco Sforazzini, Wojtek Goscinski, Zhaolin Chen, Gary F. Egan
A Comprehensive Framework to Capture the Arcana of Neuroimaging Analysis. Neuroinformatics 18 (1) (2020)
Viswanath P. Sudarshan, Kratika Gupta, Gary F. Egan, Zhaolin Chen, Suyash P. Awate
Joint Reconstruction of PET + Parallel-MRI in a Bayesian Coupled-Dictionary MRF Framework. MICCAI (3) (2019)
Xu Bai, Jiajia Yang, Qiong Dai, Zhaolin Chen
A hybrid ARM-FPGA cluster for cryptographic algorithm acceleration. Concurr. Comput. Pract. Exp. 31 (24) (2019)
Sharna D. Jamadar, Phillip G. D. Ward, Shenpeng Li, Francesco Sforazzini, Jakub Baran, Zhaolin Chen, Gary F. Egan
Simultaneous task-based BOLD-fMRI and [18-F] FDG functional PET for measurement of neuronal metabolism in the human visual cortex. NeuroImage 189 (2019)
Kamlesh Pawar, Zhaolin Chen, N. Jon Shah, Gary F. Egan
An Ensemble of 2D Convolutional Neural Network for 3D Brain Tumor Segmentation. BrainLes@MICCAI (1) (2019)
Kamlesh Pawar, Zhaolin Chen, N. Jon Shah, Gary F. Egan
A Deep Learning Framework for Transforming Image Reconstruction Into Pixel Classification. IEEE Access 7 (2019)
Jakub Baran, Zhaolin Chen, Francesco Sforazzini, Nicholas J. Ferris, Sharna D. Jamadar, Ben Schmitt, David Faul, Nadim Joni Shah, Marian Cholewa, Gary F. Egan
Accurate hybrid template-based and MR-based attenuation correction using UTE images for simultaneous PET/MR brain imaging applications. BMC Medical Imaging 18 (1) (2018)
Viswanath P. Sudarshan, Zhaolin Chen, Suyash P. Awate
Joint PET+MRI Patch-Based Dictionary for Bayesian Random Field PET Reconstruction. MICCAI (1) (2018)
Wang Zhang, Xu Bai, Chanjuan Chen, Zhaolin Chen
Booter Blacklist Generation Based on Content Characteristics. CollaborateCom (2018)
Kamlesh Pawar, Zhaolin Chen, N. Jon Shah, Gary F. Egan
MoCoNet: Motion Correction in 3D MPRAGE images using a Convolutional Neural Network approach. CoRR (2018)
Kamlesh Pawar, Zhaolin Chen, N. Jon Shah, Gary F. Egan
Residual Encoder and Convolutional Decoder Neural Network for Glioma Segmentation. BrainLes@MICCAI (2017)
Francesco Sforazzini, Zhaolin Chen, Jakub Baran, Jason Bradley, Alexandra Carey, N. Jon Shah, Gary F. Egan
MR-based attenuation map re-alignment and motion correction in simultaneous brain MR-PET imaging. ISBI (2017)
Zhaolin Chen, Jun Zhou, Yisong Chen, Guoping Wang
3D Texture Mapping in Multi-view Reconstruction. ISVC (1) (2012)
Zhaolin Chen, Leigh A. Johnston, Dae Hyuk Kwon, Se Hong Oh, Zang-Hee Cho, Gary F. Egan
An optimised framework for reconstructing and processing MR phase images. NeuroImage 49 (2) (2010)
Nathan Faggian, Zhaolin Chen, Leigh A. Johnston, Se Hong Oh, Zang-Hee Cho, Gary F. Egan
A Method for Shape Analysis and Segmentation in MRI. DICTA (2008)
Zhaolin Chen, Leigh A. Johnston, Nathan Faggian, Mike Kean, Jingxin Zhang, Gary F. Egan
A Multistage Parallel Magnetic Resonance Image Reconstruction Method. DICTA (2008)
Zhaolin Chen, Jingxin Zhang, Shenpeng Li, Li Chai
Optimal Sense Reconstruction. ICIP (3) (2007)
Zhaolin Chen, Jingxin Zhang, Li Chai
Parallel Mr Image Reconstruction Using Iir Fb. ISBI (2007)
Zhaolin Chen, Jingxin Zhang, Khee K. Pang
Adaptive keyhole methods for dynamic magnetic resonance image reconstruction. Comput. Medical Imaging Graph. 31 (6) (2007)
Zhaolin Chen, Jingxin Zhang, Khee K. Pang
Adaptive keyhole SVD method for dynamic MRI reconstruction. ISSPA (2005)