Guang Yang 0006 - researchr alias

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Viewing Publication 1 - 100 from 191

2026

An efficient, scalable, and adaptable plug-and-play temporal attention module for motion-guided cardiac segmentation with sparse temporal labelsMd. Kamrul Hasan 0002, Guang Yang 0006, Choon Hwai Yap. mia, 110:103981, 2026. [doi]

Test-time generative augmentation for medical image segmentationXiao Ma 0011, Yuhui Tao, Zetian Zhang, Yuhan Zhang 0001, Xi Wang 0013, Sheng Zhang 0024, Zexuan Ji, Yizhe Zhang 0001, Qiang Chen 0004, Guang Yang 0006. mia, 109:103902, 2026. [doi]

Dynamical multi-order responses and global semantic-infused adversarial learning: A robust airway segmentation methodSheng Zhang 0024, Yang Nan 0002, Yingying Fang, Shiyi Wang, Yongkai Liu, Giorgos Papanastasiou, Zhifan Gao, Shuo Li 0001, Simon Walsh, Guang Yang 0006. mia, 108:103867, 2026. [doi]

Mamba neural operator: Who wins? transformers vs. state-space models for PDEsChun-Wun Cheng, Jiahao Huang, Yi Zhang 0109, Guang Yang 0006, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero. jcphy, 548:114567, 2026. [doi]

Reason like a radiologist: Chain-of-thought and reinforcement learning for verifiable report generationPeiyuan Jing, Kinhei Lee, Zhenxuan Zhang, Huichi Zhou, Zhengqing Yuan, Zhifan Gao, Lei Zhu 0003, Giorgos Papanastasiou, Yingying Fang, Guang Yang 0006. mia, 109:103910, 2026. [doi]

Self-attention-based mixture-of-experts framework for non-invasive prediction of MGMT promoter methylation in glioblastoma using multi-modal MRIYuehui Liao, Yun Zheng, Jingyu Zhu, Yu Chen, Feng Gao, Yaning Feng, Weiji Yang, Guang Yang 0006, Xiaobo Lai, Panfei Li. displays, 92:103358, 2026. [doi]

Explicit differentiable slicing and global deformation for cardiac mesh reconstructionYihao Luo, Dario Sesia, Fanwen Wang, Yinzhe Wu 0001, Wenhao Ding, Md. Kamrul Hasan 0002, Jiahao Huang, Fadong Shi, Anoop Shah, Amit Kaura, Jamil Mayet, Guang Yang 0006, Choon Hwai Yap. mia, 111:103999, 2026. [doi]

Hybrid aggregation strategy with double inverted residual blocks for lightweight salient object detectionJianhua Ma, Mingfeng Jiang, Xian Fang, Jiatong Chen, Yaming Wang, Guang Yang 0006. NN, 194:108097, 2026. [doi]

SeLoRA: Self-expanding LoRA for high-quality and efficient medical image synthesisYuchen Mao, Hongwei Bran Li, Wei Pang 0001, Giorgos Papanastasiou, Guang Yang 0006, Ehsan Mohammadi Pasand, Theodore Harrison-Drummond, Chengjia Wang. eswa, 314:131569, 2026. [doi]

EviVLM: When Evidential Learning Meets Vision Language Model for Medical Image SegmentationQingtao Pan, Zhengrong Li, Guang Yang 0006, Qing Yang, Bing Ji 0001. tmi, 45(4):1369-1382, April 2026. [doi]

RectMamba: Exploring state space models with entropy-divergence framework for noisy label rectificationNingwei Wang, Weiqiang Jin, Haixia Bi, Guang Yang 0006. ijon, 663:131998, 2026. [doi]

GEMA-Score: Granular Explainable Multi-Agent Scoring Framework for Radiology Report EvaluationZhenxuan Zhang, Kinhei Lee, Peiyuan Jing, Weihang Deng, Huichi Zhou, Zihao Jin, Jiahao Huang, Zhifan Gao, Dominic C. Marshall, Yingying Fang, Guang Yang 0006. AAAI 2026: 13025-13033 [doi]

2025

Enhancing Diffusion-Weighted Images (DWI) for Diffusion MRI: Is it Enough without Non-Diffusion-Weighted B=0 Reference?Yinzhe Wu 0001, Jiahao Huang, Fanwen Wang, Mengze Gao, Congyu Liao, Guang Yang 0006, Kawin Setsompop. isbi 2025: 1-4 [doi]

Beyond the Hype: A Dispassionate Look at Vision-Language Models in Medical ScenarioYang Nan 0002, Huichi Zhou, Xiaodan Xing, Guang Yang 0006. tnn, 36(10):17623-17634, October 2025. [doi]

Deep learning image registration for cardiac motion estimation in adult and fetal echocardiography via a focus on anatomic plausibility and texture quality of warped imageMd. Kamrul Hasan 0002, Haobo Zhu, Guang Yang 0006, Choon Hwai Yap. cbm, 187:109719, 2025. [doi]

Feedback Attention to Enhance Unsupervised Deep Learning Image Registration in 3D EchocardiographyMd. Kamrul Hasan 0002, Yihao Luo, Guang Yang 0006, Choon Hwai Yap. tmi, 44(5):2230-2243, May 2025. [doi]

Motion-Enhanced Cardiac Anatomy Segmentation via an Insertable Temporal Attention ModuleMd. Kamrul Hasan 0002, Guang Yang 0006, Choon Hwai Yap. miccai 2026: 143-153 [doi]

Revisiting medical image retrieval via knowledge consolidationYang Nan 0002, Huichi Zhou, Xiaodan Xing, Giorgos Papanastasiou, Lei Zhu 0003, Zhifan Gao, Alejandro F. Frangi, Guang Yang 0006. mia, 102:103553, 2025. [doi]

From challenges and pitfalls to recommendations and opportunities: Implementing federated learning in healthcareMing Li 0005, Pengcheng Xu, Junjie Hu, Zeyu Tang 0001, Guang Yang 0006. mia, 101:103497, 2025. [doi]

Robust Cardiac Cine MRI Reconstruction With Spatiotemporal Diffusion ModelZi Wang 0005, Jiahao Huang, Mingkai Huang, Chengyan Wang, Guang Yang 0006, Xiaobo Qu 0001. tci, 11:1258-1270, 2025. [doi]

Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRIZi Wang 0005, Min Xiao, Yirong Zhou, Chengyan Wang, Naiming Wu, Yi Li, Yiwen Gong, Shufu Chang, Yinyin Chen, Liuhong Zhu, Jianjun Zhou, Congbo Cai, He Wang 0016, Xianwang Jiang, Di Guo 0003, Guang Yang 0006, Xiaobo Qu 0001. tbe, 72(12):3642-3654, December 2025. [doi]

Contrast-Free Myocardial Scar Segmentation in Cine MRI using Motion and Texture FusionGuang Yang 0006, Jingkun Chen, Xicheng Sheng, Shan Yang, Xiahai Zhuang, Betty Raman, Lei Li 0020, Vicente Grau. isbi 2025: 1-5 [doi]

Editorial Emerging Horizons: The Rise of Large Language Models and Cross-Modal Generative AIGuang Yang 0006, Jing Zhang 0037, Giorgos Papanastasiou, Ge Wang 0001, Dacheng Tao. tbd, 11(3):896-897, June 2025. [doi]

DMRN: A Dynamical Multi-Order Response Network for the Robust Lung Airway SegmentationSheng Zhang 0024, Jinge Wu, Junzhi Ning, Guang Yang 0006. wacv 2025: 4036-4045 [doi]

Advancing breast, lung and prostate cancer research with federated learning. A systematic reviewAnshu Ankolekar, Sebastian Boie, Maryam Abdollahyan, Emanuela Gadaleta, Seyed Alireza Hasheminasab, Guang Yang 0006, Charles Beauville, Nikolaos Dikaios, George A. Kastis, Michael Bussmann, Claude Chelala, Sara Khalid, Hagen Kruger, Philippe Lambin, Giorgos Papanastasiou. npjdm, 8(1), 2025. [doi]

Spreading Depolarization Detection in Electrocorticogram Spectrogram Imaging by Deep Learning: Is it Just About Delta Band?Jeanne Boyer-Chammard, Yinzhe Wu 0001, Chenyu Zhang, Sharon Jewell, Anthony J. Strong, Guang Yang 0006, Martyn G. Boutelle. isbi 2025: 1-4 [doi]

McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI SynthesisSanuwani Dayarathna, Kh Tohidul Islam, Bohan Zhuang, Guang Yang 0006, Jianfei Cai 0001, Meng Law, Zhaolin Chen. wacv 2025: 670-679 [doi]

Cyclic Vision-Language Manipulator: Towards Reliable and Fine-Grained Image Interpretation for Automated Report GenerationYingying Fang, Zihao Jin, Shaojie Guo, Jinda Liu, Zhiling Yue, Yijian Gao, Junzhi Ning, Zhi Li, Simon Walsh, Guang Yang 0006. IJCAI 2025: 357-366 [doi]

Enhancing Visual Reasoning With LLM-Powered Knowledge Graphs for Visual Question Localized-Answering in Robotic SurgeryPengfei Hao, Hongqiu Wang, Guang Yang 0006, Lei Zhu 0003. titb, 29(12):9027-9040, December 2025. [doi]

Surgical-MambaLLM: Mamba2-Enhanced Multimodal Large Language Model for VQLA in Robotic SurgeryPengfei Hao, Hongqiu Wang, Shuaibo Li, Zhaohu Xing, Guang Yang 0006, Kaishun Wu, Lei Zhu 0003. miccai 2026: 573-583 [doi]

Enhancing global sensitivity and uncertainty quantification in medical image reconstruction with Monte Carlo arbitrary-masked mambaJiahao Huang, Liutao Yang, Fanwen Wang, Yinzhe Wu, Yang Nan 0002, Weiwen Wu, Chengyan Wang, Kuangyu Shi, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Daoqiang Zhang, Guang Yang 0006. mia, 99:103334, 2025. [doi]

Shadow defense against gradient inversion attack in federated learningLe Jiang, Liyan Ma, Guang Yang 0006. mia, 105:103673, 2025. [doi]

A lung structure and function information-guided residual diffusion model for predicting idiopathic pulmonary fibrosis progressionCaiwen Jiang, Xiaodan Xing, Yang Nan 0002, Yingying Fang, Sheng Zhang 0024, Simon Walsh, Guang Yang 0006, Dinggang Shen. mia, 103:103604, 2025. [doi]

Representation-driven sampling and adaptive policy resetting for improving multi-Agent reinforcement learningWeiqiang Jin, Xingwu Tian, Ningwei Wang, Baohai Wu, Bohang Shi, Biao Zhao, Guang Yang 0006. NN, 192:107875, 2025. [doi]

A prompting multi-task learning-based veracity dissemination consistency reasoning augmentation for few-shot fake news detectionWeiqiang Jin, Ningwei Wang, Tao Tao, Mengying Jiang, Yebei Xing, Biao Zhao, Hao Wu, Haibin Duan, Guang Yang 0006. eaai, 144:110122, 2025. [doi]

Self-Adaptive LLM Instructions Optimization for Aspect-Based Sentiment Analysis by Incorporating Emotion-Oriented In-ContextsWeiqiang Jin, Junli Wang, Yang Gao, Bohang Shi, Ningwei Wang, Biao Zhao 0003, Guang Yang 0006. ci, 41(5), 2025. [doi]

Can Rumor Detection Enhance Fact Verification? Unraveling Cross-Task Synergies Between Rumor Detection and Fact VerificationWeiqiang Jin, Mengying Jiang, Tao Tao, Hao Zhou, Xiaotian Wang, Biao Zhao, Guang Yang 0006. tbd, 11(3):1171-1187, June 2025. [doi]

Unpaired translation of chest X-ray images for lung opacity diagnosis via adaptive activation masks and cross-domain alignmentJunzhi Ning, Dominic C. Marshall, Yijian Gao, Xiaodan Xing, Yang Nan 0002, Yingying Fang, Sheng Zhang 0024, Matthieu Komorowski, Guang Yang 0006. prl, 193:21-28, 2025. [doi]

AMVLM: Alignment-Multiplicity Aware Vision-Language Model for Semi-Supervised Medical Image SegmentationQingtao Pan, Zhengrong Li, Wenhao Qiao, Jingjiao Lou, Qing Yang, Guang Yang 0006, Bing Ji 0001. tmi, 44(11):4307-4322, November 2025. [doi]

SRViT: Self-Supervised Relation-Aware Vision Transformer for Hyperspectral UnmixingYuanchao Su, LianRu Gao, Antonio Plaza, Xu Sun 0005, Mengying Jiang, Guang Yang 0006. tnn, 36(10):17585-17598, October 2025. [doi]

A Parallel Network for LRCT Segmentation and Uncertainty Mitigation with Fuzzy SetsShiyi Wang, Yang Nan 0002, Xiaodan Xing, Yingying Fang, Simon L. F. Walsh, Guang Yang 0006. uai 2025: 4443-4457 [doi]

Enhanced DTCMR With Cascaded Alignment and Adaptive DiffusionFanwen Wang, Yihao Luo, Camila Munoz, Ke Wen, Yaqing Luo, Jiahao Huang, Yinzhe Wu 0001, Zohya Khalique, Maria Molto, Ramyah Rajakulasingam, Ranil De Silva, Dudley J. Pennell, Pedro F. Ferreira, Andrew D. Scott, Sonia Nielles-Vallespin, Guang Yang 0006. tmi, 44(4):1866-1877, April 2025. [doi]

Is Fitting Error a Reliable Metric for Assessing Deformable Motion Correction in Quantitative MRI?Fanwen Wang, Ke Wen, Yaqing Luo, Yinzhe Wu 0001, Jiahao Huang, Dudley J. Pennell, Pedro F. Ferreira, Andrew D. Scott, Sonia Nielles-Vallespin, Guang Yang 0006. isbi 2025: 1-5 [doi]

Learning with noisy labels via Mamba and entropy KNN frameworkNingwei Wang, Weiqiang Jin, Shirou Jing, Haixia Bi, Guang Yang 0006. asc, 169:112596, 2025. [doi]

Data augmentation strategies for semi-supervised medical image segmentationJiahui Wang, Dongsheng Ruan, Yang Li 0097, Zefeng Wang, Yongquan Wu, Tao Tan, Guang Yang 0006, Mingfeng Jiang. PR, 159:111116, 2025. [doi]

Dynamic mask stitching-guided region consistency for semi-supervised 3D medical image segmentationJiahui Wang, Dongsheng Ruan, Yang Li 0097, Tao Tan, Lianming Wu, Guang Yang 0006, Mingfeng Jiang. eswa, 292:128547, 2025. [doi]

MP-FocalUNet: Multiscale parallel focal self-attention U-Net for medical image segmentationChuan Wang, Mingfeng Jiang, Yang Li 0097, Bo Wei 0004, Yongming Li, Pin Wang, Guang Yang 0006. cmpb, 260:108562, 2025. [doi]

Serp-Mamba: Advancing High-Resolution Retinal Vessel Segmentation With Selective State-Space ModelHongqiu Wang, Yixian Chen, Wu Chen, Huihui Xu, Haoyu Zhao, Bin Sheng 0001, Huazhu Fu, Guang Yang 0006, Lei Zhu 0003. tmi, 44(12):4811-4825, December 2025. [doi]

Multi-Level Noise Sampling From Single Image for Low-Dose Tomography ReconstructionWeiwen Wu, Yifei Long, Zhifan Gao, Guang Yang 0006, Fangxiao Cheng, Jianjia Zhang. titb, 29(2):1256-1268, February 2025. [doi]

Artificial immunofluorescence in a flash: Rapid synthetic imaging from brightfield through residual diffusionXiaodan Xing, Chunling Tang, Siofra Murdoch, Giorgos Papanastasiou, Yunzhe Guo, Xianglu Xiao, Jan Oscar Cross-Zamirski, Carola-Bibiane Schönlieb, Kristina Xiao Liang, Zhangming Niu, Evandro Fei Fang, Yinhai Wang, Guang Yang 0006. ijon, 612:128715, 2025. [doi]

On the caveats of AI autophagyXiaodan Xing, Fadong Shi, Jiahao Huang, Yinzhe Wu 0001, Yang Nan 0002, Sheng Zhang 0024, Yingying Fang, Michael Roberts, Carola-Bibiane Schönlieb, Javier Del Ser, Guang Yang 0006. natmi, 7(2):172-180, 2025. [doi]

Diff-UNet: A diffusion embedded network for robust 3D medical image segmentationZhaohu Xing, Liang Wan, Huazhu Fu, Guang Yang 0006, Yijun Yang, Lequan Yu, Baiying Lei, Lei Zhu 0003. mia, 105:103654, 2025. [doi]

A Simple Data Augmentation for Feature Distribution Skewed Federated LearningYunlu Yan, Huazhu Fu, Yuexiang Li, Jinheng Xie, Jun Ma, Guang Yang 0006, Lei Zhu. cvpr 2025: 25749-25758 [doi]

CT-SDM: A Sampling Diffusion Model for Sparse-View CT Reconstruction Across Various Sampling RatesLiutao Yang, Jiahao Huang, Guang Yang 0006, Daoqiang Zhang. tmi, 44(6):2581-2593, June 2025. [doi]

Learning Task-Specific Sampling Strategy for Sparse-View CT ReconstructionLiutao Yang, Jiahao Huang, Yingying Fang, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Daoqiang Zhang, Guang Yang 0006. tim, 74:1-11, 2025. [doi]

Enhancing Weakly Supervised Semantic Segmentation for Fibrosis via Controllable Image GenerationZhiling Yue, Yingying Fang, Liutao Yang, Nikhil Baid, Simon Walsh, Guang Yang 0006. isbi 2025: 1-5 [doi]

Lightweight Hypercomplex MRI Reconstruction: A Generalized Kronecker-Parameterized ApproachHaosen Zhang, Jiahao Huang, Yinzhe Wu 0001, Congren Dai, Fanwen Wang, Zhenxuan Zhang, Guang Yang 0006. mlmi-ws 2026: 95-105 [doi]

Multimodal MRI-Based Glioma Segmentation and MGMT Promoter Methylation Status Prediction Using Multitask Learning ArchitectureJingyu Zhu, Yuehui Liao, Yu Chen, Feng Gao, Ruipeng Li, Guang Yang 0006, Xiaobo Lai, Jing Chen. imst, 35(5), 2025. [doi]

2024

Real-Time Non-Invasive Imaging and Detection of Spreading Depolarizations through EEG: An Ultra-Light Explainable Deep Learning ApproachYinzhe Wu 0001, Sharon Jewell, Xiaodan Xing, Yang Nan 0002, Anthony J. Strong, Guang Yang 0006, Martyn G. Boutelle. titb, 28(10):5780-5791, October 2024. [doi]

Resp-BoostNet: Mental Stress Detection From Biomarkers Measurable by Smartwatches Using Boosting Neural Network TechniqueSanjay Kumar 0001, Anshuman Raj Chauhan, Akhil, Akshi Kumar 0001, Guang Yang 0006. access, 12:149861-149874, 2024. [doi]

Deep Asymmetric Mixture Model for Unsupervised Cell SegmentationYang Nan 0002, Guang Yang 0006. isbi 2024: 1-5 [doi]

Feedback Attention for Unsupervised Cardiac Motion Estimation in 3D EchocardiographyMd. Kamrul Hasan 0002, Guang Yang 0006, Choon Hwai Yap. wbir 2024: 60-72 [doi]

Fuzzy Attention Neural Network to Tackle Discontinuity in Airway SegmentationYang Nan 0002, Javier Del Ser, Zeyu Tang, Peng Tang, Xiaodan Xing, Yingying Fang, Francisco Herrera, Witold Pedrycz, Simon Walsh, Guang Yang 0006. tnn, 35(6):7391-7404, June 2024. [doi]

Guest Editorial: Special Issue on the British Machine Vision Conference 2022Guang Yang 0006, Angelica Aviles-Rivero, Yingying Fang, Zhenhua Feng, Gianluigi Ciocca, Yulia Hicks, Constantino Carlos Reyes-Aldasoro. ijcv, 132(9):4123-4127, September 2024. [doi]

Constraint-Aware Learning for Fractional Flow Reserve Pullback Curve Estimation From Invasive Coronary ImagingDong Zhang 0012, Xiujian Liu, Anbang Wang, Hongwei Zhang, Guang Yang 0006, Heye Zhang, Zhifan Gao. tmi, 43(12):4091-4104, December 2024. [doi]

4D foetal cardiac ultrasound image detection based on deep learning with weakly supervised localisation for rapid diagnosis of evolving hypoplastic left heart syndromeGang Wang 0023, Weisheng Li, Mingliang Zhou, Haobo Zhu, Guang Yang 0006, Choon Hwai Yap. caaitrit, 9(6):1485-1499, 2024. [doi]

HAMLET: Graph Transformer Neural Operator for Partial Differential EquationsAndrey Bryutkin, Jiahao Huang, Zhongying Deng, Guang Yang 0006, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero. icml 2024: 4624-4641 [doi]

The Missing U for Efficient Diffusion ModelsSergio Calvo-Ordoñez, Chun-Wun Cheng, Jiahao Huang, Lipei Zhang, Guang Yang 0006, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero. tmlr, 2024, 2024. [doi]

Adaptive dynamic inference for few-shot left atrium segmentationJun Chen, Xuejiao Li, Heye Zhang, Yongwon Cho, Sung Ho Hwang, Zhifan Gao, Guang Yang 0006. mia, 98:103321, 2024. [doi]

Deep learning based synthesis of MRI, CT and PET: Review and analysisSanuwani Dayarathna, Kh Tohidul Islam, Sergio Uribe, Guang Yang 0006, Munawar Hayat, Zhaolin Chen. mia, 92:103046, February 2024. [doi]

Decoding Decision Reasoning: A Counterfactual-Powered Model for Knowledge DiscoveryYingying Fang, Zihao Jin, Xiaodan Xing, Simon Walsh, Guang Yang 0006. isbi 2024: 1-5 [doi]

DiffExplainer: Unveiling Black Box Models Via Counterfactual GenerationYingying Fang, Shuang Wu, Zihao Jin, Shiyi Wang, Caiwen Xu, Simon Walsh, Guang Yang 0006. miccai 2024: 208-218 [doi]

Dynamic Multimodal Information Bottleneck for Multimodality ClassificationYingying Fang, Shuang Wu, Sheng Zhang, Chaoyan Huang, Tieyong Zeng, Xiaodan Xing, Simon Walsh, Guang Yang 0006. wacv 2024: 7681-7691 [doi]

A Smart Strategy for Photoresponsive Molecules: Utilizing Generative Pre-trained Transformer and TDDFT Calculations in Drug DeliveryJunjie Hu, Peng Wu, Qi Li, Shiyi Wang, Xianglu Xiao, Zhangming Niu, Binju Wang, Guang Yang 0006. embc 2024: 1-7 [doi]

CIResDiff: A Clinically-Informed Residual Diffusion Model for Predicting Idiopathic Pulmonary Fibrosis ProgressionCaiwen Jiang, Xiaodan Xing, Zaixin Ou, Mianxin Liu, Simon Walsh, Guang Yang 0006, Dinggang Shen. mlmi-ws 2025: 83-93 [doi]

A Dual-Task Mutual Learning Framework for Predicting Post-thrombectomy Cerebral HemorrhageCaiwen Jiang, Tianyu Wang, Xiaodan Xing, Mianxin Liu, Guang Yang 0006, Zhongxiang Ding, Dinggang Shen. miccai 2025: 58-68 [doi]

Diff3Dformer: Leveraging Slice Sequence Diffusion for Enhanced 3D CT Classification with Transformer NetworksZihao Jin, Yingying Fang, Jiahao Huang, Caiwen Xu, Simon Walsh, Guang Yang 0006. miccai 2024: 504-513 [doi]

Dual-Domain Collaborative Diffusion Sampling for Multi-Source Stationary Computed Tomography ReconstructionZirong Li, Dingyue Chang, Zhenxi Zhang, Fulin Luo, Qiegen Liu, Jianjia Zhang, Guang Yang 0006, Weiwen Wu. tmi, 43(10):3398-3411, October 2024. [doi]

Hierarchical Relational Inference for Few-Shot Learning in 3D Left Atrial SegmentationXuejiao Li, Jun Chen, Heye Zhang, Yongwon Cho, Sung Ho Hwang, Zhifan Gao, Guang Yang 0006. tetci, 8(5):3352-3367, October 2024. [doi]

Large-Kernel Attention for 3D Medical Image SegmentationHao Li, Yang Nan 0002, Javier Del Ser, Guang Yang 0006. cogcom, 16(4):2063-2077, July 2024. [doi]

SOCR-YOLO: Small Objects Detection Algorithm in Medical ImagesYongjie Liu, Yang Li 0097, Mingfeng Jiang, Shuchao Wang, Shitai Ye, Simon Walsh, Guang Yang 0006. imst, 34(4), July 2024. [doi]

Labelling with dynamics: A data-efficient learning paradigm for medical image segmentationYuanhan Mo, Fangde Liu, Guang Yang 0006, Shuo Wang 0011, Jian-Qing Zheng, Fuping Wu, Bartlomiej W. Papiez, Douglas McIlwraith, Taigang He, Yike Guo. mia, 95:103196, 2024. [doi]

Is Attention all You Need in Medical Image Analysis? A ReviewGiorgos Papanastasiou, Nikolaos Dikaios, Jiahao Huang, Chengjia Wang, Guang Yang 0006. titb, 28(3):1398-1411, March 2024. [doi]

CCheXR-Attention: Clinical concept extraction and chest x-ray reports classification using modified Mogrifier and bidirectional LSTM with multihead attentionSomiya Rani, Amita Jain, Akshi Kumar 0001, Guang Yang 0006. imst, 34(1), January 2024. [doi]

MLC: Multi-level consistency learning for semi-supervised left atrium segmentationZhebin Shi, Mingfeng Jiang, Yang Li, Bo Wei, Zefeng Wang, Yongquan Wu, Tao Tan, Guang Yang 0006. eswa, 244:122903, 2024. [doi]

Unraveling the distinction between depression and anxiety: A machine learning exploration of causal relationshipsTiantian Wang, Chuang Xue, Zijian Zhang 0004, Tingting Cheng, Guang Yang 0006. cbm, 174:108446, 2024. [doi]

Probing perfection: The relentless art of meddling for pulmonary airway segmentation from HRCT via a human-AI collaboration based active learning methodShiyi Wang, Yang Nan 0002, Sheng Zhang 0024, Federico Felder, Xiaodan Xing, Yingying Fang, Javier Del Ser, Simon L. F. Walsh, Guang Yang 0006. artmed, 154:102930, 2024. [doi]

Groupwise Deformable Registration of Diffusion Tensor Cardiovascular Magnetic Resonance: Disentangling Diffusion Contrast, Respiratory and Cardiac MotionsFanwen Wang, Yihao Luo, Ke Wen, Jiahao Huang, Pedro F. Ferreira, Yaqing Luo, Yinzhe Wu 0001, Camila Munoz, Dudley J. Pennell, Andrew D. Scott, Sonia Nielles-Vallespin, Guang Yang 0006. miccai 2024: 640-650 [doi]

US2Mask: Image-to-mask generation learning via a conditional GAN for cardiac ultrasound image segmentationGang Wang, Mingliang Zhou, Xin-ning, Prayag Tiwari, Haobo Zhu, Guang Yang 0006, Choon Hwai Yap. cbm, 172:108282, 2024. [doi]

Video-Instrument Synergistic Network for Referring Video Instrument Segmentation in Robotic SurgeryHongqiu Wang, Guang Yang 0006, Shichen Zhang, Jing Qin 0001, Yike Guo, Bo Xu, Yueming Jin, Lei Zhu 0003. tmi, 43(12):4457-4469, December 2024. [doi]

Automated Segmentation of Brain Gliomas in Multimodal MRI DataChangxiong Xie, Jianming Ye, Xiaofei Ma, Leshui Dong, Guohua Zhao, Jingliang Cheng, Guang Yang 0006, Xiaobo Lai. imst, 34(4), July 2024. [doi]

Can generative AI replace immunofluorescent staining processes? A comparison study of synthetically generated cellpainting images from brightfieldXiaodan Xing, Siofra Murdoch, Chunling Tang, Giorgos Papanastasiou, Jan Oscar Cross-Zamirski, Yunzhe Guo, Xianglu Xiao, Carola-Bibiane Schönlieb, Yinhai Wang, Guang Yang 0006. cbm, 182:109102, 2024. [doi]

Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive SurveyXiaodan Xing, Huanjun Wu, Lichao Wang, Iain Stenson, May Yong, Javier Del Ser, Simon Walsh, Guang Yang 0006. ACM Comput. Surv., 56(7), July 2024. [doi]

Assessing the Efficacy of Invisible Watermarks in AI-Generated Medical ImagesXiaodan Xing, Huiyu Zhou 0001, Yingying Fang, Guang Yang 0006. isbi 2024: 1-5 [doi]

LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound VideosHuihui Xu, Yijun Yang, Angelica I. Avilés-Rivero, Guang Yang 0006, Jing Qin 0001, Lei Zhu 0003. miccai 2024: 667-677 [doi]

Fuzzy Attention-Based Border Rendering Network for Lung Organ SegmentationSheng Zhang, Yang Nan 0002, Yingying Fang, Shiyi Wang, Xiaodan Xing, Zhifan Gao, Guang Yang 0006. miccai 2024: 297-307 [doi]

Customized T-time inner sampling network with uncertainty-aware data augmentation strategy for multi-annotated lesion segmentationXi Zhou, Xinxin Wang, Haiqin Ma, Jianjian Zhang, Xiaomei Wang, Xiuxiu Bai, Li Zhang, Jia Long, Jiakuan Chen, Hongbo Le, Wenjie He, Shen Zhao, Jun Xia, Guang Yang 0006. cbm, 180:108990, 2024. [doi]

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