Zhaolin Chen

86 papers A 2C 1Misc 2Journal 57Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel Fourier time-sequential PINN approach for multi-frequency analysis of nonlinear aerothermoelastic problems.
Adv. Eng. Informatics
Zhaolin Chen, Zhicheng Yang, Yiting Zhang, Changning Liu, Zhichun Yang, Siu-Kai Lai
2026 J jnl
An augmented physics-informed neural network approach with trainable scaling for nonlinear dynamic analysis.
Eng. Appl. Artif. Intell.
Zhicheng Yang, Siu-Kai Lai, Zhaolin Chen, Jiyang Fu
2026 J jnl
Perivascular space identification nnUNet for generalised usage (PINGU).
Medical Image Anal.
Benjamin Sinclair, William Pham, Lucy Vivash, Jasmine Moses, Miranda Lynch, 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
2026 J jnl
Towards Trustworthy Selective Generation: Reliability-Guided Diffusion for Ultra-Low-Field to High-Field MRI Synthesis.
CoRR
Zhenxuan Zhang, Peiyuan Jing, Ruicheng Yuan, Liwei Hu, Anbang Wang, Fanwen Wang, Yinzhe Wu, Kh Tohidul Islam, Zhaolin Chen, Zi Wang, Peter J. Lally, Guang Yang
2025 J jnl
A Complex Welding Defect Detection Method Based on Active Learning in Pipeline Transportation System.
IEEE Trans. Instrum. Meas.
Fengyuan Zuo, Jinhai Liu, Huanqun Zhang, Zhaolin Chen, Bingchuan Yan, Lei Wang
2025 J jnl
Accelerating multi-directional diffusion MRI through patch-based joint reconstruction.
NeuroImage
Zhongbiao Xu, Rongli Zhang, Wei Huang, Guanhua Deng, Xiaoyun Liang, Li Guo, Junying Cheng, Yaohui Wang, Feng Liu, Zhaolin Chen, Zhifeng Chen
2025 J jnl
CL-MRI: Self-Supervised contrastive learning to improve the accuracy of undersampled MRI reconstruction.
Biomed. Signal Process. Control.
Mevan Ekanayake, Zhifeng Chen, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen
2025 J jnl
Co-Manifold learning for semi-supervised medical image segmentation.
Neurocomputing
Himashi Peiris, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
2025 J jnl
CodeBrain: Impute Any Brain MRI via Instance-specific Scalar-quantized Codes.
CoRR
Yicheng Wu, Tao Song, Zhonghua Wu, Zongyuan Ge, Zhaolin Chen, Jianfei Cai
2025 J jnl
Cyclic Self-Supervised Diffusion for Ultra Low-field to High-field MRI Synthesis.
CoRR
Zhenxuan Zhang, Peiyuan Jing, Zi Wang, Ula Briski, Coraline Beitone, Yue Yang, Yinzhe Wu, Fanwen Wang, Liutao Yang, Jiahao Huang, Zhifan Gao, Zhaolin Chen, Kh Tohidul Islam, Guang Yang, Peter J. Lally
2025 — conf
D2Diff: A Dual-Domain Diffusion Model for Accurate Multi-Contrast MRI Synthesis.
MICCAI (2)
Sanuwani Dayarathna, Himashi Peiris, Kh Tohidul Islam, Tien-Tsin Wong, Zhaolin Chen
2025 J jnl
Dynamic analysis of electrically prestressed highly aligned graphene-reinforced dielectric porous arches under large deformation.
Commun. Nonlinear Sci. Numer. Simul.
Zhicheng Yang, Siu-Kai Lai, Zhaolin Chen, Jie Yang, Airong Liu, Jiyang Fu
2025 — conf
FPN-in-FPN: A Nested Multi-scale Aggregation Network for Polyp Segmentation.
MICCAI (11)
Jin Ye, Yanzhou Su, Yicheng Wu, Junjun He, Bohan Zhuang, Zhaolin Chen, Jianfei Cai
2025 A conf
McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis.
WACV
Sanuwani Dayarathna, Kh Tohidul Islam, Bohan Zhuang, Guang Yang, Jianfei Cai, Meng Law, Zhaolin Chen
2025 J jnl
MedNet-PVS: A MedNeXt-Based Deep Learning Model for Automated Segmentation of Perivascular Spaces.
CoRR
Zhen Xuen Brandon Low, Rory Zhang, Hang Min, William Pham, Lucy Vivash, Jasmine Moses, Miranda Lynch, 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, Ying Xia, Meng Law, Benjamin Sinclair
2025 J jnl
Optimize Flip Angle Schedules In MR Fingerprinting Using Reinforcement Learning.
CoRR
Shenjun Zhong, Zhifeng Chen, Zhaolin Chen
2025 J jnl
PixCUE: Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification.
J. Imaging Inform. Medicine
Mevan Ekanayake, Kamlesh Pawar, Zhifeng Chen, Gary F. Egan, Zhaolin Chen
2025 A conf
SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution.
WACV
Mevan Ekanayake, Zhifeng Chen, Gary F. Egan, Mehrtash Harandi, Zhaolin Chen
2025 J jnl
Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image Segmentation.
CoRR
Zhiqiang Shen, Peng Cao, Jinzhu Yang, Osmar R. Zaïane, Zhaolin Chen
2025 — conf
Ultra-Low-Field MRI Enhancement via INR-Based Style Transfer.
MICCAI (16)
Kh Tohidul Islam, Mevan Ekanayake, Zhaolin Chen
2024 J jnl
A Dynamic Weights-Based Wavelet Attention Neural Network for Defect Detection.
IEEE Trans. Neural Networks Learn. Syst.
Jinhai Liu, He Zhao, Zhaolin Chen, Qiannan Wang, Xiangkai Shen, Huaguang Zhang
2024 J jnl
A dual-population evolutionary algorithm based on dynamic constraint processing and resources allocation for constrained multi-objective optimization problems.
Expert Syst. Appl.
Kangjia Qiao, Zhaolin Chen, Boyang Qu, Kunjie Yu, Caitong Yue, Ke Chen, Jing J. Liang
2024 — conf
Bilateral Hippocampi Segmentation in Low Field MRIs Using Mutual Feature Learning via Dual-Views.
LISA@MICCAI
Himashi Peiris, Zhaolin Chen
2024 J jnl
Bilateral Hippocampi Segmentation in Low Field MRIs Using Mutual Feature Learning via Dual-Views.
CoRR
Himashi Peiris, Zhaolin Chen
2024 J jnl
Deep kernel representations of latent space features for low-dose PET-MR imaging robust to variable dose reduction.
CoRR
Cameron Dennis Pain, Yasmeen M. George, Alex Fornito, Gary F. Egan, Zhaolin Chen
2024 J jnl
Deep learning based synthesis of MRI, CT and PET: Review and analysis.
Medical Image Anal.
Sanuwani Dayarathna, Kh Tohidul Islam, Sergio Uribe, Guang Yang, Munawar Hayat, Zhaolin Chen
2024 J jnl
Empowering precision medicine: AI-driven schizophrenia diagnosis via EEG signals: A comprehensive review from 2002-2023.
Appl. Intell.
Mahboobeh Jafari, Delaram Sadeghi, Afshin Shoeibi, Hamid Alinejad-Rokny, Amin Beheshti, David López-García, Zhaolin Chen, U. Rajendra Acharya, Juan Manuel Górriz
2024 — conf
Improving Deep Learning MRI Reconstruction with Contrastive Learning Pretraining.
ISBI
Mevan Ekanayake, Zhifeng Chen, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen
2024 — conf
Low-Dose Pet Image Reconstruction Using Self-Supervised Deep Kernel Representations Learned from MR.
ISBI
Cameron Dennis Pain, Gary F. Egan, Zhaolin Chen
2024 J jnl
McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis.
CoRR
Sanuwani Dayarathna, Kh Tohidul Islam, Bohan Zhuang, Guang Yang, Jianfei Cai, Meng Law, Zhaolin Chen
2024 J jnl
McSTRA: A multi-branch cascaded swin transformer for point spread function-guided robust MRI reconstruction.
Comput. Biol. Medicine
Mevan Ekanayake, Kamlesh Pawar, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen
2024 J jnl
Motion-Informed Deep Learning for Brain MR Image Reconstruction Framework.
CoRR
Zhifeng Chen, Kamlesh Pawar, Kh Tohidul Islam, Himashi Peiris, Gary F. Egan, Zhaolin Chen
2024 J jnl
Multilevel Fine-Grained Features-Based General Framework for Object Detection.
IEEE Trans. Cybern.
Fengyuan Zuo, Jinhai Liu, Zhaolin Chen, Huaguang Zhang, Mingrui Fu, Lei Wang
2024 J jnl
Perivascular space Identification Nnunet for Generalised Usage (PINGU).
CoRR
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
2024 — conf
SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation.
MICCAI (9)
Guoan Wang, Jin Ye, Junlong Cheng, Tianbin Li, Zhaolin Chen, Jianfei Cai, Junjun He, Bohan Zhuang
2024 J jnl
SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation.
CoRR
Guoan Wang, Jin Ye, Junlong Cheng, Tianbin Li, Zhaolin Chen, Jianfei Cai, Junjun He, Bohan Zhuang
2024 J jnl
SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution.
CoRR
Mevan Ekanayake, Zhifeng Chen, Gary F. Egan, Mehrtash Harandi, Zhaolin Chen
2024 J jnl
TGADHead: An efficient and accurate task-guided attention-decoupled head for single-stage object detection.
Knowl. Based Syst.
Fengyuan Zuo, Jinhai Liu, Zhaolin Chen, Mingrui Fu, Lei Wang
2024 — conf
Ultra Low-Field to High-Field MRI Translation Using Adversarial Diffusion.
ISBI
Sanuwani Dayarathna, Kh Tohidul Islam, Zhaolin Chen
2023 J jnl
A dual-population constrained multi-objective evolutionary algorithm with variable auxiliary population size.
Complex Intell. Syst.
Jing Liang, Zhaolin Chen, Yaonan Wang, Xuanxuan Ban, Kangjia Qiao, Kunjie Yu
2023 J jnl
Contrastive Learning MRI Reconstruction.
CoRR
Mevan Ekanayake, Zhifeng Chen, Gary F. Egan, Mehrtash Harandi, Zhaolin Chen
2023 J jnl
Deep Learning for Image Enhancement and Correction in Magnetic Resonance Imaging - State-of-the-Art and Challenges.
J. Digit. Imaging
Zhaolin Chen, Kamlesh Pawar, Mevan Ekanayake, Cameron Dennis Pain, Shenjun Zhong, Gary F. Egan
2023 J jnl
Empowering Precision Medicine: AI-Driven Schizophrenia Diagnosis via EEG Signals: A Comprehensive Review from 2002-2023.
CoRR
Mahboobeh Jafari, Delaram Sadeghi, Afshin Shoeibi, Hamid Alinejad-Rokny, Amin Beheshti, David López-García, Zhaolin Chen, U. Rajendra Acharya, Juan Manuel Górriz
2023 J jnl
PixCUE: Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification.
CoRR
Mevan Ekanayake, Kamlesh Pawar, Gary F. Egan, Zhaolin Chen
2023 J jnl
Uncertainty-guided dual-views for semi-supervised volumetric medical image segmentation.
Nat. Mac. Intell.
Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
2022 — conf
A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation.
MICCAI (5)
Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
2022 J jnl
Auto-encoded Latent Representations of White Matter Streamlines for Quantitative Distance Analysis.
Neuroinformatics
Shenjun Zhong, Zhaolin Chen, Gary F. Egan
2022 — conf
Hybrid Window Attention Based Transformer Architecture for Brain Tumor Segmentation.
BrainLes@MICCAI (2)
Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
2022 J jnl
Hybrid Window Attention Based Transformer Architecture for Brain Tumor Segmentation.
CoRR
Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
2022 J jnl
Multi-head Cascaded Swin Transformers with Attention to k-space Sampling Pattern for Accelerated MRI Reconstruction.
CoRR
Mevan Ekanayake, Kamlesh Pawar, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen
2022 J jnl
Reciprocal Adversarial Learning for Brain Tumor Segmentation: A Solution to BraTS Challenge 2021 Segmentation Task.
CoRR
Himashi Peiris, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
2021 J jnl
A Volumetric Transformer for Accurate 3D Tumor Segmentation.
CoRR
Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
2021 — conf
Brain Tumor Segmentation Using Two-Stage Convolutional Neural Network for Federated Evaluation.
BrainLes@MICCAI (2)
Kamlesh Pawar, Shenjun Zhong, Zhaolin Chen, Gary F. Egan
2021 J jnl
Domain knowledge augmentation of parallel MR image reconstruction using deep learning.
Comput. Medical Imaging Graph.
Kamlesh Pawar, Gary F. Egan, Zhaolin Chen
2021 J jnl
Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation.
CoRR
Himashi Peiris, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
2021 — conf
Duo-SegNet: Adversarial Dual-Views for Semi-supervised Medical Image Segmentation.
MICCAI (2)
Himashi Peiris, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
2021 J jnl
Estimation of simultaneous BOLD and dynamic FDG metabolic brain activations using a multimodality concatenated ICA (mcICA) method.
NeuroImage
Shenpeng Li, Sharna D. Jamadar, Phillip G. D. Ward, Gary F. Egan, Zhaolin Chen
2021 J jnl
Incorporation of anatomical MRI knowledge for enhanced mapping of brain metabolism using functional PET.
NeuroImage
Viswanath P. Sudarshan, Shenpeng Li, Sharna D. Jamadar, Gary F. Egan, Suyash P. Awate, Zhaolin Chen
2021 — conf
Orthogonal-Nets: A Large Ensemble of 2D Neural Networks for 3D Brain Tumor Segmentation.
BrainLes@MICCAI (2)
Kamlesh Pawar, Shenjun Zhong, Dilshan Sasanka Goonatillake, Gary F. Egan, Zhaolin Chen
2021 — conf
Reciprocal Adversarial Learning for Brain Tumor Segmentation: A Solution to BraTS Challenge 2021 Segmentation Task.
BrainLes@MICCAI (1)
Himashi Peiris, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
2021 J jnl
Towards Lower-Dose PET using Physics-Based Uncertainty-Aware Multimodal Learning with Robustness to Out-of-Distribution Data.
CoRR
Viswanath P. Sudarshan, Uddeshya Upadhyay, Gary F. Egan, Zhaolin Chen, Suyash P. Awate
2021 J jnl
Towards lower-dose PET using physics-based uncertainty-aware multimodal learning with robustness to out-of-distribution data.
Medical Image Anal.
Viswanath P. Sudarshan, Uddeshya Upadhyay, Gary F. Egan, Zhaolin Chen, Suyash P. Awate
2020 J jnl
A Comprehensive Framework to Capture the Arcana of Neuroimaging Analysis.
Neuroinformatics
Thomas G. Close, Phillip G. D. Ward, Francesco Sforazzini, Wojtek Goscinski, Zhaolin Chen, Gary F. Egan
2020 J jnl
Analysis of continuous infusion functional PET (fPET) in the human brain.
NeuroImage
Shenpeng Li, Sharna D. Jamadar, Phillip G. D. Ward, Malin Premaratne, Gary F. Egan, Zhaolin Chen
2020 J jnl
Application of compressed sensing using chirp encoded 3D GRE and MPRAGE sequences.
Int. J. Imaging Syst. Technol.
Kamlesh Pawar, Zhaolin Chen, Jingxin Zhang, N. Jon Shah, Gary F. Egan
2020 — conf
Evaluation of the Robot Operating System 2 in Lossy Unmanned Networks.
SysCon
Preetha Thulasiraman, Zhaolin Chen, Bruce Dale Allen, Brian Bingham
2020 J jnl
Joint PET-MRI image reconstruction using a patch-based joint-dictionary prior.
Medical Image Anal.
Viswanath P. Sudarshan, Gary F. Egan, Zhaolin Chen, Suyash P. Awate
2019 J jnl
A Deep Learning Framework for Transforming Image Reconstruction Into Pixel Classification.
IEEE Access
Kamlesh Pawar, Zhaolin Chen, N. Jon Shah, Gary F. Egan
2019 J jnl
A hybrid ARM-FPGA cluster for cryptographic algorithm acceleration.
Concurr. Comput. Pract. Exp.
Xu Bai, Jiajia Yang, Qiong Dai, Zhaolin Chen
2019 — conf
An Ensemble of 2D Convolutional Neural Network for 3D Brain Tumor Segmentation.
BrainLes@MICCAI (1)
Kamlesh Pawar, Zhaolin Chen, N. Jon Shah, Gary F. Egan
2019 — conf
Joint Reconstruction of PET + Parallel-MRI in a Bayesian Coupled-Dictionary MRF Framework.
MICCAI (3)
Viswanath P. Sudarshan, Kratika Gupta, Gary F. Egan, Zhaolin Chen, Suyash P. Awate
2019 J jnl
Simultaneous task-based BOLD-fMRI and [18-F] FDG functional PET for measurement of neuronal metabolism in the human visual cortex.
NeuroImage
Sharna D. Jamadar, Phillip G. D. Ward, Shenpeng Li, Francesco Sforazzini, Jakub Baran, Zhaolin Chen, Gary F. Egan
2018 J jnl
Accurate hybrid template-based and MR-based attenuation correction using UTE images for simultaneous PET/MR brain imaging applications.
BMC Medical Imaging
Jakub Baran, Zhaolin Chen, Francesco Sforazzini, Nicholas J. Ferris, Sharna D. Jamadar, Ben Schmitt, David Faul, Nadim Joni Shah, Marian Cholewa, Gary F. Egan
2018 C conf
Booter Blacklist Generation Based on Content Characteristics.
CollaborateCom
Wang Zhang, Xu Bai, Chanjuan Chen, Zhaolin Chen
2018 — conf
Joint PET+MRI Patch-Based Dictionary for Bayesian Random Field PET Reconstruction.
MICCAI (1)
Viswanath P. Sudarshan, Zhaolin Chen, Suyash P. Awate
2018 J jnl
MoCoNet: Motion Correction in 3D MPRAGE images using a Convolutional Neural Network approach.
CoRR
Kamlesh Pawar, Zhaolin Chen, N. Jon Shah, Gary F. Egan
2017 — conf
MR-based attenuation map re-alignment and motion correction in simultaneous brain MR-PET imaging.
ISBI
Francesco Sforazzini, Zhaolin Chen, Jakub Baran, Jason Bradley, Alexandra Carey, N. Jon Shah, Gary F. Egan
2017 — conf
Residual Encoder and Convolutional Decoder Neural Network for Glioma Segmentation.
BrainLes@MICCAI
Kamlesh Pawar, Zhaolin Chen, N. Jon Shah, Gary F. Egan
2012 — conf
3D Texture Mapping in Multi-view Reconstruction.
ISVC (1)
Zhaolin Chen, Jun Zhou, Yisong Chen, Guoping Wang
2010 J jnl
An optimised framework for reconstructing and processing MR phase images.
NeuroImage
Zhaolin Chen, Leigh A. Johnston, Dae Hyuk Kwon, Se Hong Oh, Zang-Hee Cho, Gary F. Egan
2008 Misc conf
A Method for Shape Analysis and Segmentation in MRI.
DICTA
Nathan Faggian, Zhaolin Chen, Leigh A. Johnston, Se-Hong Oh, Zang-Hee Cho, Gary F. Egan
2008 Misc conf
A Multistage Parallel Magnetic Resonance Image Reconstruction Method.
DICTA
Zhaolin Chen, Leigh A. Johnston, Nathan Faggian, Mike Kean, Jingxin Zhang, Gary F. Egan
2007 J jnl
Adaptive keyhole methods for dynamic magnetic resonance image reconstruction.
Comput. Medical Imaging Graph.
Zhaolin Chen, Jingxin Zhang, Khee K. Pang
2007 — conf
FB Analysis of PMRI and its Application to H
ICIP (3)
Zhaolin Chen, Jingxin Zhang, Shenpeng Li, Li Chai
2007 — conf
Parallel Mr Image Reconstruction Using Iir Fb.
ISBI
Zhaolin Chen, Jingxin Zhang, Li Chai
2005 — conf
Adaptive keyhole SVD method for dynamic MRI reconstruction.
ISSPA
Zhaolin Chen, Jingxin Zhang, Khee K. Pang