Linking discrete event simulation models using HLA. - Darren J. Price; Saeid Nahavandi; Simon Walsh; Douglas C. Creighton (SMC, 2005)

CS2: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention. - Xiaodan Xing; Jiahao Huang; Yang Nan 002; Yinzhe Wu 001; Chengjia Wang; Zhifan Gao; Simon Walsh; Guang Yang 006 (MICCAI (8), 2022)

Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions. - Yang Nan 002; Javier Del Ser; Simon Walsh; Carola Schönlieb; Michael Roberts; Ian Selby; Kit Howard; John Owen; Jon Neville; Julien Guiot; Benoit Ernst; Ana Pastor; et al. (Inf. Fusion, 2022)

The Beauty or the Beast: Which Aspect of Synthetic Medical Images Deserves Our Focus? - Xiaodan Xing; Yang Nan 002; Federico Felder; Simon Walsh; Guang Yang 006 (CBMS, 2023)

You Don't Have to Be Perfect to Be Amazing: Unveil the Utility of Synthetic Images. - Xiaodan Xing; Federico Felder; Yang Nan 002; Giorgos Papanastasiou; Simon Walsh; Guang Yang 006 (MICCAI (5), 2023)

High Accuracy and Cost-Saving Active Learning: 3D WD-UNet for Airway Segmentation. - Shiyi Wang; Yang Nan 002; Simon Walsh; Guang Yang 006 (SIPAIM, 2023)

Multi-site, Multi-domain Airway Tree Modeling (ATM'22): A Public Benchmark for Pulmonary Airway Segmentation. - Minghui Zhang; Yangqian Wu; Hanxiao Zhang; Yulei Qin; Hao Zheng 008; Wen Tang; Corey W. Arnold; Chenhao Pei; Pengxin Yu; Yang Nan 002; Guang Yang 006; Simon Walsh; et al. (CoRR, 2023)

Post-COVID Highlights: Challenges and Solutions of AI Techniques for Swift Identification of COVID-19. - Yingying Fang; Xiaodan Xing; Shiyi Wang; Simon Walsh; Guang Yang 006 (CoRR, 2023)

Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge. - Yang Nan 002; Xiaodan Xing; Shiyi Wang; Zeyu Tang 001; Federico N. Felder; Sheng Zhang 024; Roberta Eufrasia Ledda; Xiaoliu Ding; Ruiqi Yu; Weiping Liu; Feng Shi 001; Tianyang Sun; et al. (CoRR, 2023)

Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels. - Ming Li 005; Yingying Fang; Zeyu Tang 001; Chibudom Onuorah; Jun Xia 002; Javier Del Ser; Simon Walsh; Guang Yang 006 (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Less Is More: Unsupervised Mask-Guided Annotated CT Image Synthesis With Minimum Manual Segmentations. - Xiaodan Xing; Giorgos Papanastasiou; Simon Walsh; Guang Yang 006 (IEEE Trans. Medical Imaging, 2023)

Adversarial Transformer for Repairing Human Airway Segmentation. - Zeyu Tang 001; Yang Nan 002; Simon Walsh; Guang Yang 006 (IEEE J. Biomed. Health Informatics, 2023)

Multi-site, Multi-domain Airway Tree Modeling. - Minghui Zhang; Yangqian Wu; Hanxiao Zhang; Yulei Qin; Hao Zheng 008; Wen Tang; Corey W. Arnold; Chenhao Pei; Pengxin Yu; Yang Nan 002; Guang Yang 006; Simon Walsh; et al. (Medical Image Anal., 2023)

Decoding Decision Reasoning: A Counterfactual-Powered Model for Knowledge Discovery. - Yingying Fang; Zihao Jin; Xiaodan Xing; Simon Walsh; Guang Yang 006 (ISBI, 2024)

DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation. - Yingying Fang; Shuang Wu; Zihao Jin; Shiyi Wang; Caiwen Xu; Simon Walsh; Guang Yang 006 (MICCAI (10), 2024)

Diff3Dformer: Leveraging Slice Sequence Diffusion for Enhanced 3D CT Classification with Transformer Networks. - Zihao Jin; Yingying Fang; Jiahao Huang; Caiwen Xu; Simon Walsh; Guang Yang 006 (MICCAI (1), 2024)

CIResDiff: A Clinically-Informed Residual Diffusion Model for Predicting Idiopathic Pulmonary Fibrosis Progression. - Caiwen Jiang; Xiaodan Xing; Zaixin Ou; Mianxin Liu; Simon Walsh; Guang Yang 006; Dinggang Shen (MLMI@MICCAI (1), 2024)

Dynamic Multimodal Information Bottleneck for Multimodality Classification. - Yingying Fang; Shuang Wu; Sheng Zhang 024; Chaoyan Huang; Tieyong Zeng; Xiaodan Xing; Simon Walsh; Guang Yang 006 (WACV, 2024)

Probing perfection: The relentless art of meddling for pulmonary airway segmentation from HRCT via a human-AI collaboration based active learning method. - Shiyi Wang; Yang Nan 002; Sheng Zhang 024; Federico Felder; Xiaodan Xing; Yingying Fang; Javier Del Ser; Simon L. F. Walsh; Guang Yang 006 (Artif. Intell. Medicine, 2024)

Make it more specific: A novel uncertainty based airway segmentation application on 3D U-Net and its variants. - Shiyi Wang; Yang Nan 002; Federico N. Felder; Sheng Zhang 024; Simon L. F. Walsh; Guang Yang 006 (CoRR, 2024)

Decoding Report Generators: A Cyclic Vision-Language Adapter for Counterfactual Explanations. - Yingying Fang; Zihao Jin; Shaojie Guo; Jinda Liu; Yijian Gao; Junzhi Ning; Zhiling Yue; Zhi Li; Simon L. F. Walsh; Guang Yang 006 (CoRR, 2024)

Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge. - Yang Nan 002; Xiaodan Xing; Shiyi Wang; Zeyu Tang 001; Federico N. Felder; Sheng Zhang 024; Roberta Eufrasia Ledda; Xiaoliu Ding; Ruiqi Yu; Weiping Liu; Feng Shi 001; Tianyang Sun; et al. (Medical Image Anal., 2024)

Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation. - Yang Nan 002; Javier Del Ser; Zeyu Tang 001; Peng Tang; Xiaodan Xing; Yingying Fang; Francisco Herrera; Witold Pedrycz; Simon Walsh; Guang Yang 006 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey. - Xiaodan Xing; Huanjun Wu; Lichao Wang; Iain Stenson; May Yong; Javier Del Ser; Simon Walsh; Guang Yang 006 (ACM Comput. Surv., 2024)

SOCR-YOLO: Small Objects Detection Algorithm in Medical Images. - Yongjie Liu; Yang Li 097; Mingfeng Jiang; Shuchao Wang; Shitai Ye; Simon Walsh; Guang Yang 006 (Int. J. Imaging Syst. Technol., 2024)

Fuzzy Attention-Based Border Rendering Orthogonal Network for Lung Organ Segmentation. - Sheng Zhang 024; Yingying Fang; Yang Nan 002; Shiyi Wang; Weiping Ding 001; Yew-Soon Ong; Alejandro F. Frangi; Witold Pedrycz; Simon Walsh; Guang Yang 006 (IEEE Trans. Fuzzy Syst., 2024)

Enhancing Weakly Supervised Semantic Segmentation for Fibrosis via Controllable Image Generation. - Zhiling Yue; Yingying Fang; Liutao Yang; Nikhil Baid; Simon Walsh; Guang Yang 006 (ISBI, 2025)

A Parallel Network for LRCT Segmentation and Uncertainty Mitigation with Fuzzy Sets. - Shiyi Wang; Yang Nan 002; Xiaodan Xing; Yingying Fang; Simon L. F. Walsh; Guang Yang 006 (UAI, 2025)

A lung structure and function information-guided residual diffusion model for predicting idiopathic pulmonary fibrosis progression. - Caiwen Jiang; Xiaodan Xing; Yang Nan 002; Yingying Fang; Sheng Zhang 024; Simon Walsh; Guang Yang 006; Dinggang Shen (Medical Image Anal., 2025)