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2020 – today
- 2023
- [j102]Lei Ma
, Chunfeng Lian, Dae-Seung Kim
, Deqiang Xiao, Dongming Wei
, Qin Liu, Tianshu Kuang, Maryam Ghanbari, Guoshi Li
, Jaime Gateno, Steve Guo-Fang Shen, Li Wang, Dinggang Shen, James J. Xia
, Pew-Thian Yap
:
Bidirectional prediction of facial and bony shapes for orthognathic surgical planning. Medical Image Anal. 83: 102644 (2023) - [j101]Geng Chen
, Yoonmi Hong, Khoi Minh Huynh, Pew-Thian Yap
:
Deep learning prediction of diffusion MRI data with microstructure-sensitive loss functions. Medical Image Anal. 85: 102742 (2023) - [j100]Gabriel Girard, Jonathan Rafael-Patino, Raphaël Truffet, Dogu Baran Aydogan, Nagesh Adluru, Veena A. Nair, Vivek Prabhakaran, Barbara B. Bendlin, Andrew L. Alexander, Sara Bosticardo, Ilaria Gabusi, Mario Ocampo-Pineda, Matteo Battocchio, Zuzana Piskorova, Pietro Bontempi, Simona Schiavi, Alessandro Daducci, Aleksandra Stafiej, Dominika Ciupek, Fabian Bogusz, Tomasz Pieciak, Matteo Frigo, Sara Sedlar, Samuel Deslauriers-Gauthier, Ivana Kojcic, Mauro Zucchelli, Hiba Laghrissi, Yang Ji, Rachid Deriche
, Kurt G. Schilling, Bennett A. Landman, Alberto Cacciola, Gianpaolo Antonio Basile, Salvatore Bertino, Nancy Newlin, Praitayini Kanakaraj, Francois Rheault, Patryk Filipiak, Timothy M. Shepherd, Ying-Chia Lin, Dimitris G. Placantonakis, Fernando E. Boada, Steven H. Baete, Erick Hernandez-Gutierrez, Alonso Ramirez-Manzanares, Ricardo Coronado-Leija, Pablo Stack-Sánchez, Luis Concha, Maxime Descoteaux, Sina Mansour L, Caio Seguin, Andrew Zalesky, Kenji Marshall, Erick Jorge Canales-Rodríguez, Ye Wu, Sahar Ahmad, Pew-Thian Yap, Antoine Théberge, Florence Gagnon, Frédéric Massi, Elda Fischi Gomez
, Remy Gardier, Juan Luis Villarreal-Haro, Marco Pizzolato
, Emmanuel Caruyer, Jean-Philippe Thiran:
Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge. NeuroImage 277: 120231 (2023) - [j99]Yunzhi Huang
, Sahar Ahmad
, Luyi Han
, Shuai Wang, Zhengwang Wu, Weili Lin, Gang Li, Li Wang, Pew-Thian Yap
:
Longitudinal prediction of postnatal brain magnetic resonance images via a metamorphic generative adversarial network. Pattern Recognit. 143: 109715 (2023) - [j98]Zhanlong Yang, Linzhi Yang, Geng Chen, Pew-Thian Yap:
Improved polar complex exponential transform for robust local image description. Pattern Recognit. 143: 109786 (2023) - [j97]Hao Guan
, Ling Yue
, Pew-Thian Yap
, Shifu Xiao
, Andrea Bozoki
, Mingxia Liu
:
Attention-Guided Autoencoder for Automated Progression Prediction of Subjective Cognitive Decline With Structural MRI. IEEE J. Biomed. Health Informatics 27(6): 2980-2989 (2023) - [j96]Huazhu Fu
, Yitian Zhao, Pew-Thian Yap, Carola-Bibiane Schönlieb, Alejandro F. Frangi
:
Guest Editorial Special Issue on Geometric Deep Learning in Medical Imaging. IEEE Trans. Medical Imaging 42(2): 332-335 (2023) - [j95]Lei Ma
, Deqiang Xiao
, Daeseung Kim
, Chunfeng Lian
, Tianshu Kuang
, Qin Liu, Hannah H. Deng
, Erkun Yang, Michael A. K. Liebschner, Jaime Gateno
, James J. Xia
, Pew-Thian Yap
:
Simulation of Postoperative Facial Appearances via Geometric Deep Learning for Efficient Orthognathic Surgical Planning. IEEE Trans. Medical Imaging 42(2): 336-345 (2023) - [j94]Feng Cheng
, Yilin Liu
, Yong Chen, Pew-Thian Yap
:
High-Resolution 3D Magnetic Resonance Fingerprinting With a Graph Convolutional Network. IEEE Trans. Medical Imaging 42(3): 674-683 (2023) - [j93]Alessa Hering
, Lasse Hansen
, Tony C. W. Mok
, Albert C. S. Chung
, Hanna Siebert, Stephanie Häger, Annkristin Lange
, Sven Kuckertz, Stefan Heldmann
, Wei Shao
, Sulaiman Vesal
, Mirabela Rusu
, Geoffrey A. Sonn
, Théo Estienne, Maria Vakalopoulou, Luyi Han
, Yunzhi Huang
, Pew-Thian Yap
, Mikael Brudfors
, Yaël Balbastre, Samuel Joutard, Marc Modat, Gal Lifshitz
, Dan Raviv, Jinxin Lv
, Qiang Li, Vincent Jaouen
, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan
, Zhe Xu
, Bailiang Jian, Francesca De Benetti
, Marek Wodzinski
, Niklas Gunnarsson
, Jens Sjölund
, Daniel Grzech
, Huaqi Qiu
, Zeju Li
, Alexander Thorley, Jinming Duan
, Christoph Großbröhmer
, Andrew Hoopes, Ingerid Reinertsen
, Yiming Xiao, Bennett A. Landman
, Yuankai Huo
, Keelin Murphy
, Nikolas Lessmann
, Bram van Ginneken, Adrian V. Dalca, Mattias P. Heinrich:
Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning. IEEE Trans. Medical Imaging 42(3): 697-712 (2023) - [c133]Junjie Zhao
, Siyuan Liu, Sahar Ahmad, Pew-Thian Yap:
MeshDeform: Surface Reconstruction of Subcortical Structures via Human Brain MRI. IPMI 2023: 536-547 - [i25]Yuqi Fang, Pew-Thian Yap, Weili Lin, Hongtu Zhu, Mingxia Liu:
Source-Free Unsupervised Domain Adaptation: A Survey. CoRR abs/2301.00265 (2023) - [i24]Xiaoyang Chen, Jinjian Wu, Wenjiao Lyu, Yicheng Zou, Kim-Han Thung, Siyuan Liu, Ye Wu, Sahar Ahmad, Pew-Thian Yap:
Brain Tissue Segmentation Across the Human Lifespan via Supervised Contrastive Learning. CoRR abs/2301.01369 (2023) - [i23]Yilin Liu, Jiang Li, Yunkui Pang, Dong Nie, Pew-Thian Yap:
The Devil is in the Upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior. CoRR abs/2304.11409 (2023) - [i22]Qianqian Wang, Wei Wang, Yuqi Fang, Pew-Thian Yap, Hongtu Zhu, Hong-Jun Li, Lishan Qiao, Mingxia Liu:
Leveraging Brain Modularity Prior for Interpretable Representation Learning of fMRI. CoRR abs/2306.14080 (2023) - 2022
- [j92]Tiantian Xu, Ye Wu, Yoonmi Hong, Sahar Ahmad, Khoi Minh Huynh, Zhixing Wang
, Weili Lin, Wei-Tang Chang, Pew-Thian Yap:
Rapid Diffusion Magnetic Resonance Imaging Using Slice-Interleaved Encoding. Medical Image Anal. 81: 102548 (2022) - [j91]Chiara Maffei
, Gabriel Girard, Kurt G. Schilling, Dogu Baran Aydogan, Nagesh Adluru, Andrey Zhylka, Ye Wu, Matteo Mancini, Andac Hamamci
, Alessia Sarica
, Achille Teillac, Steven H. Baete, Davood Karimi, Fang-Cheng Yeh, Mert E. Yildiz, Ali Gholipour, Yann Bihan-Poudec, Bassem Hiba
, Andrea Quattrone
, Aldo Quattrone, Tommy Boshkovski, Nikola Stikov, Pew-Thian Yap, Alberto De Luca, Josien P. W. Pluim, Alexander Leemans, Vivek Prabhakaran, Barbara B. Bendlin, Andrew L. Alexander, Bennett A. Landman, Erick Jorge Canales-Rodríguez
, Muhamed Barakovic, Jonathan Rafael-Patino, Thomas Yu, Gaëtan Rensonnet, Simona Schiavi, Alessandro Daducci, Marco Pizzolato
, Elda Fischi Gomez
, Jean-Philippe Thiran
, George Dai, Giorgia Grisot, Nikola Lazovski, Santi Puch, Marc Ramos, Paulo Rodrigues, Vesna Prckovska, Robert Jones, Julia Lehman, Suzanne N. Haber, Anastasia Yendiki
:
Insights from the IronTract challenge: Optimal methods for mapping brain pathways from multi-shell diffusion MRI. NeuroImage 257: 119327 (2022) - [j90]Maryam Ghanbari
, Zhen Zhou, Li-Ming Hsu, Ying Han, Yu Sun, Pew-Thian Yap, Han Zhang, Dinggang Shen:
Altered Connectedness of the Brain Chronnectome During the Progression to Alzheimer's Disease. Neuroinformatics 20(2): 391-403 (2022) - [j89]Jie Wei, Zhengwang Wu, Li Wang, Toan Duc Bui, Liangqiong Qu
, Pew-Thian Yap, Yong Xia, Gang Li, Dinggang Shen:
A cascaded nested network for 3T brain MR image segmentation guided by 7T labeling. Pattern Recognit. 124: 108420 (2022) - [j88]Dongming Wei
, Sahar Ahmad
, Yuyu Guo
, Liyun Chen, Yunzhi Huang
, Lei Ma
, Zhengwang Wu
, Gang Li
, Li Wang
, Weili Lin, Pew-Thian Yap
, Dinggang Shen
, Qian Wang
:
Recurrent Tissue-Aware Network for Deformable Registration of Infant Brain MR Images. IEEE Trans. Medical Imaging 41(5): 1219-1229 (2022) - [j87]Yankun Lang
, Chunfeng Lian
, Deqiang Xiao
, Han Deng
, Kim-Han Thung
, Peng Yuan, Jaime Gateno
, Tianshu Kuang
, David M. Alfi, Li Wang
, Dinggang Shen, James J. Xia
, Pew-Thian Yap
:
Localization of Craniomaxillofacial Landmarks on CBCT Images Using 3D Mask R-CNN and Local Dependency Learning. IEEE Trans. Medical Imaging 41(10): 2856-2866 (2022) - [j86]Xu Chen
, Tianshu Kuang
, Hannah H. Deng
, Steve H. Fung
, Jaime Gateno
, James J. Xia
, Pew-Thian Yap
:
Dual Adversarial Attention Mechanism for Unsupervised Domain Adaptive Medical Image Segmentation. IEEE Trans. Medical Imaging 41(11): 3445-3453 (2022) - [c132]Geng Chen, Haotian Jiang, Jiannan Liu, Jiquan Ma, Hui Cui, Yong Xia, Pew-Thian Yap:
Hybrid Graph Transformer for Tissue Microstructure Estimation with Undersampled Diffusion MRI Data. MICCAI (1) 2022: 113-122 - [c131]Hao Guan, Siyuan Liu, Weili Lin, Pew-Thian Yap, Mingxia Liu:
Fast Image-Level MRI Harmonization via Spectrum Analysis. MLMI@MICCAI 2022: 201-209 - [c130]Sahar Ahmad, Fang Nan, Ye Wu, Zhengwang Wu, Weili Lin, Li Wang, Gang Li, Di Wu, Pew-Thian Yap:
Harmonization of Multi-site Cortical Data Across the Human Lifespan. MLMI@MICCAI 2022: 220-229 - [c129]Haoran Dou, Luyi Han, Yushuang He, Jun Xu, Nishant Ravikumar
, Ritse Mann, Alejandro F. Frangi
, Pew-Thian Yap, Yunzhi Huang
:
Localizing the Recurrent Laryngeal Nerve via Ultrasound with a Bayesian Shape Framework. MICCAI (4) 2022: 258-267 - [c128]Yankun Lang, Xiaoyang Chen
, Hannah H. Deng, Tianshu Kuang, Joshua C. Barber, Jaime Gateno
, Pew-Thian Yap, James J. Xia:
DentalPointNet: Landmark Localization on High-Resolution 3D Digital Dental Models. MICCAI (2) 2022: 444-452 - [c127]Yunkui Pang, Xu Chen, Yunzhi Huang
, Pew-Thian Yap, Jun Lian:
Weakly Supervised MR-TRUS Image Synthesis for Brachytherapy of Prostate Cancer. MICCAI (6) 2022: 485-494 - [i21]Hao Guan, Ling Yue, Pew-Thian Yap, Andrea Bozoki
, Mingxia Liu:
Attention-Guided Autoencoder for Automated Progression Prediction of Subjective Cognitive Decline with Structural MRI. CoRR abs/2206.12480 (2022) - [i20]Haoran Dou, Luyi Han, Yushuang He, Jun Xu, Nishant Ravikumar
, Ritse Mann, Alejandro F. Frangi, Pew-Thian Yap, Yunzhi Huang
:
Localizing the Recurrent Laryngeal Nerve via Ultrasound with a Bayesian Shape Framework. CoRR abs/2206.15254 (2022) - [i19]Yunzhi Huang
, Sahar Ahmad, Luyi Han, Shuai Wang, Zhengwang Wu, Weili Lin, Gang Li, Li Wang, Pew-Thian Yap:
Longitudinal Prediction of Postnatal Brain Magnetic Resonance Images via a Metamorphic Generative Adversarial Network. CoRR abs/2208.04825 (2022) - 2021
- [j85]Gregory Szalkowski
, Dong Nie, Tong Zhu, Pew-Thian Yap, Jun Lian
:
Synthetic digital reconstructed radiographs for MR-only robotic stereotactic radiation therapy: A proof of concept. Comput. Biol. Medicine 138: 104917 (2021) - [j84]Yunzhi Huang
, Sahar Ahmad, Jingfan Fan, Dinggang Shen, Pew-Thian Yap:
Difficulty-aware hierarchical convolutional neural networks for deformable registration of brain MR images. Medical Image Anal. 67: 101817 (2021) - [j83]Feihong Liu
, Jun Feng, Geng Chen, Dinggang Shen, Pew-Thian Yap:
Gaussianization of Diffusion MRI Data Using Spatially Adaptive Filtering. Medical Image Anal. 68: 101828 (2021) - [j82]Yue Zhou, Houjin Chen
, Yanfeng Li, Qin Liu, Xuanang Xu
, Shu Wang, Pew-Thian Yap, Dinggang Shen:
Multi-task learning for segmentation and classification of tumors in 3D automated breast ultrasound images. Medical Image Anal. 70: 101918 (2021) - [j81]Xu Chen
, Chunfeng Lian
, Li Wang, Hannah H. Deng
, Tianshu Kuang
, Steve H. Fung
, Jaime Gateno
, Dinggang Shen, James J. Xia, Pew-Thian Yap
:
Diverse data augmentation for learning image segmentation with cross-modality annotations. Medical Image Anal. 71: 102060 (2021) - [j80]Hao Guan
, Yunbi Liu, Erkun Yang
, Pew-Thian Yap
, Dinggang Shen, Mingxia Liu
:
Multi-site MRI harmonization via attention-guided deep domain adaptation for brain disorder identification. Medical Image Anal. 71: 102076 (2021) - [j79]Xuanang Xu
, Chunfeng Lian
, Shuai Wang
, Tong Zhu
, Ronald C. Chen, Andrew Z. Wang
, Trevor J. Royce
, Pew-Thian Yap
, Dinggang Shen, Jun Lian:
Asymmetric multi-task attention network for prostate bed segmentation in computed tomography images. Medical Image Anal. 72: 102116 (2021) - [j78]Siyuan Liu
, Kim-Han Thung
, Liangqiong Qu
, Weili Lin, Dinggang Shen, Pew-Thian Yap
:
Learning MRI artefact removal with unpaired data. Nat. Mach. Intell. 3(1): 60-67 (2021) - [j77]Siyuan Liu
, Kim-Han Thung
, Liangqiong Qu
, Weili Lin, Dinggang Shen, Pew-Thian Yap
:
Publisher Correction: Learning MRI artefact removal with unpaired data. Nat. Mach. Intell. 3(2): 181 (2021) - [j76]Deqiang Xiao
, Chunfeng Lian
, Li Wang
, Hannah H. Deng
, Hung-Ying Lin, Kim-Han Thung
, Jihua Zhu
, Peng Yuan, Leonel Perez Jr., Jaime Gateno
, Steve Guo-Fang Shen, Pew-Thian Yap
, James J. Xia
, Dinggang Shen
:
Estimating Reference Shape Model for Personalized Surgical Reconstruction of Craniomaxillofacial Defects. IEEE Trans. Biomed. Eng. 68(2): 362-373 (2021) - [j75]Deqiang Xiao
, Chunfeng Lian
, Han Deng
, Tianshu Kuang
, Qin Liu, Lei Ma, Daeseung Kim
, Yankun Lang
, Xu Chen
, Jaime Gateno
, Steve Guo-Fang Shen, James J. Xia
, Pew-Thian Yap
:
Estimating Reference Bony Shape Models for Orthognathic Surgical Planning Using 3D Point-Cloud Deep Learning. IEEE J. Biomed. Health Informatics 25(8): 2958-2966 (2021) - [j74]Xu Chen
, Chunfeng Lian
, Li Wang
, Hannah H. Deng
, Tianshu Kuang
, Steve H. Fung
, Jaime Gateno
, Pew-Thian Yap
, James J. Xia, Dinggang Shen:
Anatomy-Regularized Representation Learning for Cross-Modality Medical Image Segmentation. IEEE Trans. Medical Imaging 40(1): 274-285 (2021) - [j73]Erkun Yang
, Mingxia Liu
, Dongren Yao
, Bing Cao, Chunfeng Lian
, Pew-Thian Yap
, Dinggang Shen:
Deep Bayesian Hashing With Center Prior for Multi-Modal Neuroimage Retrieval. IEEE Trans. Medical Imaging 40(2): 503-513 (2021) - [j72]Dongren Yao
, Jing Sui
, Mingliang Wang
, Erkun Yang
, Yeerfan Jiaerken, Na Luo
, Pew-Thian Yap
, Mingxia Liu
, Dinggang Shen
:
A Mutual Multi-Scale Triplet Graph Convolutional Network for Classification of Brain Disorders Using Functional or Structural Connectivity. IEEE Trans. Medical Imaging 40(4): 1279-1289 (2021) - [j71]Xiaoyang Chen
, Chunfeng Lian
, Hannah H. Deng
, Tianshu Kuang
, Hung-Ying Lin, Deqiang Xiao
, Jaime Gateno
, Dinggang Shen, James J. Xia, Pew-Thian Yap
:
Fast and Accurate Craniomaxillofacial Landmark Detection via 3D Faster R-CNN. IEEE Trans. Medical Imaging 40(12): 3867-3878 (2021) - [c126]Luyi Han
, Haoran Dou, Yunzhi Huang
, Pew-Thian Yap:
Deformable Registration of Brain MR Images via a Hybrid Loss. MIDOG/MOOD/Learn2Reg@MICCAI 2021: 141-146 - [c125]Yilin Liu, Yong Chen, Pew-Thian Yap:
Real-Time Mapping of Tissue Properties for Magnetic Resonance Fingerprinting. MICCAI (6) 2021: 161-170 - [c124]Khoi Minh Huynh, Wei-Tang Chang, Sang Hun Chung, Yong Chen, Yueh Lee, Pew-Thian Yap:
Noise Mapping and Removal in Complex-Valued Multi-Channel MRI via Optimal Shrinkage of Singular Values. MICCAI (6) 2021: 191-200 - [c123]Siyuan Liu, Kim-Han Thung, Weili Lin, Pew-Thian Yap:
Multi-site Incremental Image Quality Assessment of Structural MRI via Consensus Adversarial Representation Adaptation. MICCAI (7) 2021: 381-389 - [c122]Sahar Ahmad, Ye Wu, Pew-Thian Yap:
Surface-Guided Image Fusion for Preserving Cortical Details in Human Brain Templates. MICCAI (7) 2021: 390-399 - [c121]Lei Ma, Daeseung Kim
, Chunfeng Lian, Deqiang Xiao, Tianshu Kuang
, Qin Liu, Yankun Lang, Hannah H. Deng, Jaime Gateno
, Ye Wu, Erkun Yang, Michael A. K. Liebschner, James J. Xia, Pew-Thian Yap:
Deep Simulation of Facial Appearance Changes Following Craniomaxillofacial Bony Movements in Orthognathic Surgical Planning. MICCAI (4) 2021: 459-468 - [c120]Ye Wu, Yoonmi Hong, Sahar Ahmad, Pew-Thian Yap:
Active Cortex Tractography. MICCAI (7) 2021: 467-476 - [c119]Deqiang Xiao, Hannah H. Deng, Tianshu Kuang
, Lei Ma, Qin Liu, Xu Chen, Chunfeng Lian, Yankun Lang, Daeseung Kim
, Jaime Gateno
, Steve Guo-Fang Shen, Dinggang Shen, Pew-Thian Yap, James J. Xia:
A Self-supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning. MICCAI (4) 2021: 469-477 - [c118]Ye Wu, Sahar Ahmad, Pew-Thian Yap:
Highly Reproducible Whole Brain Parcellation in Individuals via Voxel Annotation with Fiber Clusters. MICCAI (7) 2021: 477-486 - [c117]Yankun Lang, Hannah H. Deng, Deqiang Xiao, Chunfeng Lian, Tianshu Kuang
, Jaime Gateno
, Pew-Thian Yap, James J. Xia:
DLLNet: An Attention-Based Deep Learning Method for Dental Landmark Localization on High-Resolution 3D Digital Dental Models. MICCAI (4) 2021: 478-487 - [c116]Qin Liu, Han Deng, Chunfeng Lian, Xiaoyang Chen
, Deqiang Xiao, Lei Ma, Xu Chen, Tianshu Kuang
, Jaime Gateno
, Pew-Thian Yap, James J. Xia:
SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection. MLMI@MICCAI 2021: 606-614 - [c115]Qin Liu, Chunfeng Lian, Deqiang Xiao, Lei Ma, Hannah H. Deng, Xu Chen, Dinggang Shen, Pew-Thian Yap, James J. Xia:
Skull Segmentation from CBCT Images via Voxel-Based Rendering. MLMI@MICCAI 2021: 615-623 - [c114]Yoonmi Hong, Sahar Ahmad, Ye Wu, Siyuan Liu, Pew-Thian Yap:
Vox2Surf: Implicit Surface Reconstruction from Volumetric Data. MLMI@MICCAI 2021: 644-653 - [i18]Yilin Liu, Yong Chen, Pew-Thian Yap:
Real-Time Mapping of Tissue Properties for Magnetic Resonance Fingerprinting. CoRR abs/2107.08120 (2021) - [i17]Deqiang Xiao, Hannah H. Deng, Tianshu Kuang, Lei Ma, Qin Liu, Xu Chen, Chunfeng Lian, Yankun Lang, Daeseung Kim, Jaime Gateno, Steve Guo-Fang Shen, Dinggang Shen, Pew-Thian Yap, James J. Xia:
A Self-Supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning. CoRR abs/2109.05191 (2021) - [i16]Siyuan Liu, Pew-Thian Yap:
Learning Multi-Site Harmonization of Magnetic Resonance Images Without Traveling Human Phantoms. CoRR abs/2110.00041 (2021) - [i15]Qin Liu, Han Deng, Chunfeng Lian, Xiaoyang Chen, Deqiang Xiao, Lei Ma, Xu Chen, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia:
SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection. CoRR abs/2110.03828 (2021) - [i14]Siyuan Liu, Kim-Han Thung, Liangqiong Qu, Weili Lin, Dinggang Shen, Pew-Thian Yap:
Learning MRI Artifact Removal With Unpaired Data. CoRR abs/2110.04604 (2021) - [i13]Shuai Wang, Theodore Yanagihara, Bhishamjit Chera, Colette Shen, Pew-Thian Yap, Jun Lian:
Dual Shape Guided Segmentation Network for Organs-at-Risk in Head and Neck CT Images. CoRR abs/2110.12192 (2021) - [i12]Luyi Han
, Haoran Dou, Yunzhi Huang, Pew-Thian Yap:
Deformable Registration of Brain MR Images via a Hybrid Loss. CoRR abs/2110.15027 (2021) - 2020
- [j70]Ye Wu
, Yoonmi Hong, Yuanjing Feng
, Dinggang Shen, Pew-Thian Yap
:
Mitigating gyral bias in cortical tractography via asymmetric fiber orientation distributions. Medical Image Anal. 59 (2020) - [j69]Liangqiong Qu
, Yongqin Zhang
, Shuai Wang, Pew-Thian Yap
, Dinggang Shen:
Synthesized 7T MRI from 3T MRI via deep learning in spatial and wavelet domains. Medical Image Anal. 62: 101663 (2020) - [j68]Dongming Wei
, Sahar Ahmad
, Jiayu Huo
, Pu Huang, Pew-Thian Yap
, Zhong Xue, Jianqi Sun, Wentao Li, Dinggang Shen, Qian Wang
:
SLIR: Synthesis, localization, inpainting, and registration for image-guided thermal ablation of liver tumors. Medical Image Anal. 65: 101763 (2020) - [j67]Yang Li
, Jingyu Liu
, Zi-Wen Peng, Can Sheng, Minjeong Kim, Pew-Thian Yap, Chong-Yaw Wee, Dinggang Shen:
Fusion of ULS Group Constrained High- and Low-Order Sparse Functional Connectivity Networks for MCI Classification. Neuroinformatics 18(1): 1-24 (2020) - [j66]Zhenyu Tang
, Xianli Liu, Yang Li
, Pew-Thian Yap
, Dinggang Shen:
Multi-Atlas Brain Parcellation Using Squeeze-and-Excitation Fully Convolutional Networks. IEEE Trans. Image Process. 29: 6864-6872 (2020) - [j65]Siyuan Liu
, Kim-Han Thung
, Weili Lin, Pew-Thian Yap
, Dinggang Shen
:
Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks. IEEE Trans. Image Process. 29: 7697-7706 (2020) - [j64]Mingliang Wang
, Daoqiang Zhang, Jiashuang Huang
, Pew-Thian Yap
, Dinggang Shen, Mingxia Liu
:
Identifying Autism Spectrum Disorder With Multi-Site fMRI via Low-Rank Domain Adaptation. IEEE Trans. Medical Imaging 39(3): 644-655 (2020) - [j63]Xu Chen
, James J. Xia, Dinggang Shen
, Chunfeng Lian
, Li Wang
, Hannah H. Deng, Steve H. Fung
, Dong Nie
, Kim-Han Thung, Pew-Thian Yap
, Jaime Gateno
:
One-Shot Generative Adversarial Learning for MRI Segmentation of Craniomaxillofacial Bony Structures. IEEE Trans. Medical Imaging 39(3): 787-796 (2020) - [j62]Chunfeng Lian
, Li Wang
, Tai-Hsien Wu
, Fan Wang, Pew-Thian Yap
, Ching-Chang Ko, Dinggang Shen
:
Deep Multi-Scale Mesh Feature Learning for Automated Labeling of Raw Dental Surfaces From 3D Intraoral Scanners. IEEE Trans. Medical Imaging 39(7): 2440-2450 (2020) - [j61]Khoi Minh Huynh
, Tiantian Xu
, Ye Wu
, Xifeng Wang
, Geng Chen
, Haiyong Wu, Kim-Han Thung
, Weili Lin, Dinggang Shen, Pew-Thian Yap
:
Probing Tissue Microarchitecture of the Baby Brain via Spherical Mean Spectrum Imaging. IEEE Trans. Medical Imaging 39(11): 3607-3618 (2020) - [j60]Siyuan Liu
, Kim-Han Thung
, Weili Lin, Dinggang Shen, Pew-Thian Yap
:
Hierarchical Nonlocal Residual Networks for Image Quality Assessment of Pediatric Diffusion MRI With Limited and Noisy Annotations. IEEE Trans. Medical Imaging 39(11): 3691-3702 (2020) - [c113]Dongren Yao, Jing Sui
, Erkun Yang, Pew-Thian Yap, Dinggang Shen, Mingxia Liu
:
Temporal-Adaptive Graph Convolutional Network for Automated Identification of Major Depressive Disorder Using Resting-State fMRI. MLMI@MICCAI 2020: 1-10 - [c112]Maryam Ghanbari, Li-Ming Hsu, Zhen Zhou, Amir Ghanbari, Zhanhao Mo, Pew-Thian Yap, Han Zhang, Dinggang Shen:
A New Metric for Characterizing Dynamic Redundancy of Dense Brain Chronnectome and Its Application to Early Detection of Alzheimer's Disease. MICCAI (7) 2020: 3-12 - [c111]Hao Guan, Erkun Yang, Pew-Thian Yap, Dinggang Shen, Mingxia Liu
:
Attention-Guided Deep Domain Adaptation for Brain Dementia Identification with Multi-site Neuroimaging Data. DART/DCL@MICCAI 2020: 31-40 - [c110]Sahar Ahmad, Ye Wu
, Khoi Minh Huynh, Kim-Han Thung, Weili Lin, Dinggang Shen, Pew-Thian Yap:
Fast Correction of Eddy-Current and Susceptibility-Induced Distortions Using Rotation-Invariant Contrasts. MICCAI (2) 2020: 34-43 - [c109]Hao Guan, Erkun Yang, Li Wang, Pew-Thian Yap, Mingxia Liu
, Dinggang Shen:
Linking Adolescent Brain MRI to Obesity via Deep Multi-cue Regression Network. MLMI@MICCAI 2020: 111-119 - [c108]Feng Cheng, Yong Chen, Xiaopeng Zong, Weili Lin, Dinggang Shen, Pew-Thian Yap:
Acceleration of High-Resolution 3D MR Fingerprinting via a Graph Convolutional Network. MICCAI (2) 2020: 158-166 - [c107]Erkun Yang, Dongren Yao, Bing Cao, Hao Guan, Pew-Thian Yap, Dinggang Shen, Mingxia Liu
:
Deep Disentangled Hashing with Momentum Triplets for Neuroimage Search. MICCAI (1) 2020: 191-201 - [c106]Ye Wu
, Yoonmi Hong, Sahar Ahmad, Weili Lin, Dinggang Shen, Pew-Thian Yap:
Tract Dictionary Learning for Fast and Robust Recognition of Fiber Bundles. MICCAI (7) 2020: 251-259 - [c105]Ye Wu
, Yoonmi Hong, Sahar Ahmad, Wei-Tang Chang, Weili Lin, Dinggang Shen, Pew-Thian Yap:
Globally Optimized Super-Resolution of Diffusion MRI Data via Fiber Continuity. MICCAI (7) 2020: 260-269 - [c104]Geng Chen, Yoonmi Hong, Yongqin Zhang, Jaeil Kim, Khoi Minh Huynh, Jiquan Ma, Weili Lin, Dinggang Shen, Pew-Thian Yap:
Estimating Tissue Microstructure with Undersampled Diffusion Data via Graph Convolutional Neural Networks. MICCAI (7) 2020: 280-290 - [c103]Khoi Minh Huynh, Ye Wu
, Kim-Han Thung, Sahar Ahmad, Hoyt Patrick Taylor IV, Dinggang Shen, Pew-Thian Yap:
Characterizing Intra-soma Diffusion with Spherical Mean Spectrum Imaging. MICCAI (7) 2020: 354-363 - [c102]Chunfeng Lian, Fan Wang, Hannah H. Deng, Li Wang, Deqiang Xiao, Tianshu Kuang
, Hung-Ying Lin, Jaime Gateno
, Steve Guo-Fang Shen, Pew-Thian Yap, James J. Xia, Dinggang Shen:
Multi-task Dynamic Transformer Network for Concurrent Bone Segmentation and Large-Scale Landmark Localization with Dental CBCT. MICCAI (4) 2020: 807-816 - [c101]Yankun Lang, Chunfeng Lian, Deqiang Xiao, Hannah H. Deng, Peng Yuan, Jaime Gateno
, Steve Guo-Fang Shen, David M. Alfi, Pew-Thian Yap, James J. Xia, Dinggang Shen:
Automatic Localization of Landmarks in Craniomaxillofacial CBCT Images Using a Local Attention-Based Graph Convolution Network. MICCAI (4) 2020: 817-826 - [d1]Siyuan Liu
, Kim-Han Thung, Liangqiong Qu, Weili Lin, Dinggang Shen
, Pew-Thian Yap
:
Code used in article "Learning MRI artefact removal with unpaired data". Zenodo, 2020 - [i11]Yoonmi Hong, Wei-Tang Chang, Geng Chen, Ye Wu, Weili Lin, Dinggang Shen, Pew-Thian Yap:
Multifold Acceleration of Diffusion MRI via Slice-Interleaved Diffusion Encoding (SIDE). CoRR abs/2002.10908 (2020) - [i10]Dongming Wei, Sahar Ahmad, Yunzhi Huang, Lei Ma, Qian Wang, Pew-Thian Yap, Dinggang Shen:
An Auto-Context Deformable Registration Network for Infant Brain MRI. CoRR abs/2005.09230 (2020) - [i9]Peirong Liu, Zhengwang Wu, Gang Li, Pew-Thian Yap, Dinggang Shen:
Deep Modeling of Growth Trajectories for Longitudinal Prediction of Missing Infant Cortical Surfaces. CoRR abs/2009.02797 (2020)
2010 – 2019
- 2019
- [j59]Sahar Ahmad, Jingfan Fan, Pei Dong, Xiaohuan Cao, Pew-Thian Yap, Dinggang Shen:
Deep Learning Deformation Initialization for Rapid Groupwise Registration of Inhomogeneous Image Populations. Frontiers Neuroinformatics 13: 34 (2019) - [j58]Yang Li, Jingyu Liu
, Xinqiang Gao, Biao Jie
, Minjeong Kim, Pew-Thian Yap
, Chong-Yaw Wee, Dinggang Shen:
Multimodal hyper-connectivity of functional networks using functionally-weighted LASSO for MCI classification. Medical Image Anal. 52: 80-96 (2019) - [j57]Geng Chen
, Yafeng Wu, Dinggang Shen, Pew-Thian Yap
:
Noise reduction in diffusion MRI using non-local self-similar information in joint x-q space. Medical Image Anal. 53: 79-94 (2019) - [j56]