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Simon Walsh
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2020 – today
- 2024
- [j11]Shiyi Wang, Yang Nan, Sheng Zhang, Federico Felder, Xiaodan Xing, Yingying Fang, Javier Del Ser, Simon L. F. Walsh, Guang Yang:
Probing perfection: The relentless art of meddling for pulmonary airway segmentation from HRCT via a human-AI collaboration based active learning method. Artif. Intell. Medicine 154: 102930 (2024) - [j10]Xiaodan Xing
, Huanjun Wu
Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey. ACM Comput. Surv. 56(7): 165:1-165:35 (2024) - [j9]Yongjie Liu
SOCR-YOLO: Small Objects Detection Algorithm in Medical Images. Int. J. Imaging Syst. Technol. 34(4) (2024) - [j8]Yang Nan
Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge. Medical Image Anal. 97: 103253 (2024) - [j7]Sheng Zhang
Fuzzy Attention-Based Border Rendering Orthogonal Network for Lung Organ Segmentation. IEEE Trans. Fuzzy Syst. 32(10): 5462-5476 (2024) - [j6]Yang Nan
Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation. IEEE Trans. Neural Networks Learn. Syst. 35(6): 7391-7404 (2024) - [c10]Yingying Fang, Zihao Jin, Xiaodan Xing, Simon Walsh, Guang Yang:
Decoding Decision Reasoning: A Counterfactual-Powered Model for Knowledge Discovery. ISBI 2024: 1-5 - [c9]Yingying Fang, Shuang Wu, Zihao Jin, Shiyi Wang, Caiwen Xu, Simon Walsh, Guang Yang:
DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation. MICCAI (10) 2024: 208-218 - [c8]Zihao Jin, Yingying Fang, Jiahao Huang, Caiwen Xu, Simon Walsh, Guang Yang:
Diff3Dformer: Leveraging Slice Sequence Diffusion for Enhanced 3D CT Classification with Transformer Networks. MICCAI (1) 2024: 504-513 - [c7]Caiwen Jiang, Xiaodan Xing, Zaixin Ou, Mianxin Liu, Simon Walsh, Guang Yang, Dinggang Shen:
CIResDiff: A Clinically-Informed Residual Diffusion Model for Predicting Idiopathic Pulmonary Fibrosis Progression. MLMI@MICCAI (1) 2024: 83-93 - [c6]Yingying Fang, Shuang Wu, Sheng Zhang, Chaoyan Huang, Tieyong Zeng, Xiaodan Xing, Simon Walsh, Guang Yang:
Dynamic Multimodal Information Bottleneck for Multimodality Classification. WACV 2024: 7681-7691 - [i20]Shiyi Wang, Yang Nan, Federico N. Felder, Sheng Zhang, Simon L. F. Walsh, Guang Yang:
Make it more specific: A novel uncertainty based airway segmentation application on 3D U-Net and its variants. CoRR abs/2402.07403 (2024) - [i19]Yingying Fang, Shuang Wu, Zihao Jin, Caiwen Xu, Shiyi Wang, Simon Walsh, Guang Yang:
DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation. CoRR abs/2406.15182 (2024) - [i18]Zihao Jin, Yingying Fang, Jiahao Huang, Caiwen Xu, Simon Walsh, Guang Yang:
Diff3Dformer: Leveraging Slice Sequence Diffusion for Enhanced 3D CT Classification with Transformer Networks. CoRR abs/2406.17173 (2024) - [i17]Yingying Fang, Zihao Jin, Xiaodan Xing, Simon Walsh, Guang Yang:
Decoding Decision Reasoning: A Counterfactual-Powered Model for Knowledge Discovery. CoRR abs/2406.18552 (2024) - [i16]Shiyi Wang, Yang Nan, Sheng Zhang, Federico Felder, Xiaodan Xing, Yingying Fang, Javier Del Ser, Simon L. F. Walsh, Guang Yang:
Probing Perfection: The Relentless Art of Meddling for Pulmonary Airway Segmentation from HRCT via a Human-AI Collaboration Based Active Learning Method. CoRR abs/2407.03542 (2024) - [i15]Caiwen Jiang, Xiaodan Xing, Zaixin Ou, Mianxin Liu, Simon Walsh, Guang Yang, Dinggang Shen:
CIResDiff: A Clinically-Informed Residual Diffusion Model for Predicting Idiopathic Pulmonary Fibrosis Progression. CoRR abs/2408.00938 (2024) - 2023
- [j5]Minghui Zhang
Multi-site, Multi-domain Airway Tree Modeling. Medical Image Anal. 90: 102957 (2023) - [j4]Ming Li
Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels. IEEE Trans. Emerg. Top. Comput. Intell. 7(1): 26-35 (2023) - [j3]Zeyu Tang
Adversarial Transformer for Repairing Human Airway Segmentation. IEEE J. Biomed. Health Informatics 27(10): 5015-5022 (2023) - [j2]Xiaodan Xing, Giorgos Papanastasiou, Simon Walsh, Guang Yang
Less Is More: Unsupervised Mask-Guided Annotated CT Image Synthesis With Minimum Manual Segmentations. IEEE Trans. Medical Imaging 42(9): 2566-2576 (2023) - [c5]Xiaodan Xing, Yang Nan, Federico Felder, Simon Walsh, Guang Yang:
The Beauty or the Beast: Which Aspect of Synthetic Medical Images Deserves Our Focus? CBMS 2023: 523-528 - [c4]Xiaodan Xing, Federico Felder, Yang Nan, Giorgos Papanastasiou, Simon Walsh, Guang Yang:
You Don't Have to Be Perfect to Be Amazing: Unveil the Utility of Synthetic Images. MICCAI (5) 2023: 13-22 - [c3]Shiyi Wang, Yang Nan, Simon Walsh, Guang Yang:
High Accuracy and Cost-Saving Active Learning: 3D WD-UNet for Airway Segmentation. SIPAIM 2023: 1-5 - [i14]Minghui Zhang, Yangqian Wu, Hanxiao Zhang, Yulei Qin, Hao Zheng, Wen Tang, Corey W. Arnold, Chenhao Pei, Pengxin Yu, Yang Nan, Guang Yang, Simon Walsh, Dominic C. Marshall, Matthieu Komorowski, Puyang Wang, Dazhou Guo, Dakai Jin, Yanan Wu, Shuiqing Zhao, Runsheng Chang, Boyu Zhang, Xing Lv, Abdul Qayyum, Moona Mazher
Multi-site, Multi-domain Airway Tree Modeling (ATM'22): A Public Benchmark for Pulmonary Airway Segmentation. CoRR abs/2303.05745 (2023) - [i13]Xiaodan Xing, Giorgos Papanastasiou, Simon Walsh, Guang Yang:
Less is More: Unsupervised Mask-guided Annotated CT Image Synthesis with Minimum Manual Segmentations. CoRR abs/2303.12747 (2023) - [i12]Xiaodan Xing, Yang Nan, Federico Felder, Simon Walsh, Guang Yang:
The Beauty or the Beast: Which Aspect of Synthetic Medical Images Deserves Our Focus? CoRR abs/2305.09789 (2023) - [i11]Xiaodan Xing, Federico Felder, Yang Nan, Giorgos Papanastasiou, Simon Walsh, Guang Yang:
You Don't Have to Be Perfect to Be Amazing: Unveil the Utility of Synthetic Images. CoRR abs/2305.18337 (2023) - [i10]Shiyi Wang, Yang Nan, Simon Walsh, Guang Yang:
High Accuracy and Cost-Saving Active Learning 3D WD-UNet for Airway Segmentation. CoRR abs/2310.05638 (2023) - [i9]Yingying Fang, Shuang Wu, Sheng Zhang, Chaoyan Huang, Tieyong Zeng, Xiaodan Xing, Simon Walsh, Guang Yang:
Dynamic Multimodal Information Bottleneck for Multimodality Classification. CoRR abs/2311.01066 (2023) - [i8]Yingying Fang, Xiaodan Xing, Shiyi Wang, Simon Walsh, Guang Yang:
Post-COVID Highlights: Challenges and Solutions of AI Techniques for Swift Identification of COVID-19. CoRR abs/2311.06258 (2023) - [i7]Yang Nan, Xiaodan Xing, Shiyi Wang, Zeyu Tang, Federico N. Felder, Sheng Zhang, Roberta Eufrasia Ledda, Xiaoliu Ding, Ruiqi Yu, Weiping Liu, Feng Shi, Tianyang Sun, Zehong Cao, Minghui Zhang, Yun Gu, Hanxiao Zhang, Jian Gao, Wen Tang, Pengxin Yu, Han Kang, Junqiang Chen, Xing Lu, Boyu Zhang, Michail Mamalakis
Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge. CoRR abs/2312.13752 (2023) - 2022
- [j1]Yang Nan, Javier Del Ser, Simon Walsh, Carola Schönlieb, Michael Roberts
Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions. Inf. Fusion 82: 99-122 (2022) - [c2]Xiaodan Xing, Jiahao Huang, Yang Nan, Yinzhe Wu, Chengjia Wang, Zhifan Gao
CS2: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention. MICCAI (8) 2022: 3-12 - [i6]Yang Nan, Javier Del Ser, Simon Walsh, Carola Schönlieb, Michael Roberts, Ian Selby, Kit Howard, John Owen, Jon Neville, Julien Guiot, Benoit Ernst, Ana Pastor, Angel Alberich-Bayarri, Marion I. Menzel, Sean Walsh, Wim Vos, Nina Flerin, Jean-Paul Charbonnier, Eva M. van Rikxoort, Avishek Chatterjee, Henry C. Woodruff, Philippe Lambin, Leonor Cerdá Alberich, Luis Martí-Bonmatí, Francisco Herrera, Guang Yang:
Data Harmonisation for Information Fusion in Digital Healthcare: A State-of-the-Art Systematic Review, Meta-Analysis and Future Research Directions. CoRR abs/2201.06505 (2022) - [i5]Ming Li, Yingying Fang, Zeyu Tang, Chibudom Onuorah, Jun Xia, Javier Del Ser, Simon Walsh, Guang Yang:
Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels. CoRR abs/2202.07422 (2022) - [i4]Xiaodan Xing, Jiahao Huang, Yang Nan, Yinzhe Wu, Chengjia Wang, Zhifan Gao
CS2: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention. CoRR abs/2206.13394 (2022) - [i3]Yang Nan, Javier Del Ser, Zeyu Tang, Peng Tang, Xiaodan Xing, Yingying Fang, Francisco Herrera, Witold Pedrycz, Simon Walsh, Guang Yang:
Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation. CoRR abs/2209.02048 (2022) - [i2]Xiaodan Xing, Huanjun Wu, Lichao Wang, Iain Stenson, May Yong, Javier Del Ser, Simon Walsh, Guang Yang:
Non-Imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey. CoRR abs/2209.09239 (2022) - [i1]Zeyu Tang, Yang Nan, Simon Walsh, Guang Yang:
Adversarial Transformer for Repairing Human Airway Segmentation. CoRR abs/2210.12029 (2022)
2000 – 2009
- 2005
- [c1]Darren J. Price, Saeid Nahavandi, Simon Walsh, Douglas C. Creighton:
Linking discrete event simulation models using HLA. SMC 2005: 696-701
Coauthor Index
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