Analysis of the Photonic Crystal Filtering Properties for Exploring Photonic Crystal Filters. - Yafei Ren; Yubin Guo; Xiaochen Jin; Hongwei Guo; Jiayu Huo (ICAIC (4), 2011)

Synthesis and Inpainting-Based MR-CT Registration for Image-Guided Thermal Ablation of Liver Tumors. - Dongming Wei; Sahar Ahmad; Jiayu Huo; Wen Peng; Yunhao Ge; Zhong Xue; Pew-Thian Yap; Wentao Li; Dinggang Shen; Qian Wang 001 (MICCAI (5), 2019)

Thermodynamic edge entropy in Alzheimer's disease. - Jianjia Wang; Jiayu Huo; Lichi Zhang (Pattern Recognit. Lett., 2019)

Robust Brain Magnetic Resonance Image Segmentation for Hydrocephalus Patients: Hard and Soft Attention. - Xuhua Ren; Jiayu Huo; Kai Xuan; Dongming Wei; Lichi Zhang; Qian Wang 001 (ISBI, 2020)

A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency. - Jiayu Huo; Liping Si; Xi Ouyang; Kai Xuan; Weiwu Yao; Zhong Xue; Qian Wang 001; Dinggang Shen; Lichi Zhang (PRIME@MICCAI, 2020)

mr2NST: Multi-resolution and Multi-reference Neural Style Transfer for Mammography. - Sheng Wang 014; Jiayu Huo; Xi Ouyang; Jifei Che; Zhong Xue; Dinggang Shen; Qian Wang 001; Jie-Zhi Cheng (PRIME@MICCAI, 2020)

A Self-ensembling Framework for Semi-supervised Knee Osteoarthritis Localization and Classification with Dual-Consistency. - Jiayu Huo; Liping Si; Xi Ouyang; Kai Xuan; Weiwu Yao; Zhong Xue; Lichi Zhang; Qian Wang 001 (CoRR, 2020)

mr2NST: Multi-Resolution and Multi-Reference Neural Style Transfer for Mammography. - Sheng Wang 014; Jiayu Huo; Xi Ouyang; Jifei Che; Xuhua Ren; Zhong Xue; Qian Wang 001; Jie-Zhi Cheng (CoRR, 2020)

SLIR: Synthesis, localization, inpainting, and registration for image-guided thermal ablation of liver tumors. - Dongming Wei; Sahar Ahmad; Jiayu Huo; Pu Huang; Pew-Thian Yap; Zhong Xue; Jianqi Sun; Wentao Li; Dinggang Shen; Qian Wang 001 (Medical Image Anal., 2020)

Dual-Sampling Attention Network for Diagnosis of COVID-19 From Community Acquired Pneumonia. - Xi Ouyang; Jiayu Huo; Liming Xia; Fei Shan; Jun Liu 075; Zhanhao Mo; Fuhua Yan; Zhongxiang Ding; Qi Yang; Bin Song 002; Feng Shi 001; Huan Yuan; et al. (IEEE Trans. Medical Imaging, 2020)

False Positive Suppression in Cervical Cell Screening via Attention-Guided Semi-supervised Learning. - Xiaping Du; Jiayu Huo; Yuanfang Qiao; Qian Wang 001; Lichi Zhang (PRIME@MICCAI, 2021)

Robust Hydrocephalus Brain Segmentation via Globally and Locally Spatial Guidance. - Yuanfang Qiao; Haoyi Tao; Jiayu Huo; Wenjun Shen; Qian Wang 001; Lichi Zhang (MLCN@MICCAI, 2021)

Self-guided Multi-attention Network for Periventricular Leukomalacia Recognition. - Zhuochen Wang; Tingting Huang; Bin Xiao; Jiayu Huo; Sheng Wang 014; Haoxiang Jiang; Heng Liu; Fan Wu; Xiang Sean Zhou; Zhong Xue; Jian Yang; Qian Wang 001 (PRIME@MICCAI, 2021)

Learning Hierarchical Attention for Weakly-Supervised Chest X-Ray Abnormality Localization and Diagnosis. - Xi Ouyang; Srikrishna Karanam; Ziyan Wu 001; Terrence Chen; Jiayu Huo; Xiang Sean Zhou; Qian Wang 001; Jie-Zhi Cheng (IEEE Trans. Medical Imaging, 2021)

Brain Lesion Synthesis via Progressive Adversarial Variational Auto-Encoder. - Jiayu Huo; Vejay Vakharia; Chengyuan Wu; Ashwini Sharan; Andrew Ko; Sébastien Ourselin; Rachel Sparks (SASHIMI@MICCAI, 2022)

MAPPING: Model Average with Post-processing for Stroke Lesion Segmentation. - Jiayu Huo; Liyun Chen; Yang Liu 271; Maxence Boels; Alejandro Granados; Sébastien Ourselin; Rachel Sparks (CoRR, 2022)

Automatic Grading Assessments for Knee MRI Cartilage Defects via Self-ensembling Semi-supervised Learning with Dual-Consistency. - Jiayu Huo; Xi Ouyang; Liping Si; Kai Xuan; Sheng Wang 014; Weiwu Yao; Ying Liu; Jia Xu; Dahong Qian; Zhong Xue; Qian Wang 001; Dinggang Shen; et al. (Medical Image Anal., 2022)

SKiT: a Fast Key Information Video Transformer for Online Surgical Phase Recognition. - Yang Liu 271; Jiayu Huo; Jingjing Peng; Rachel Sparks; Prokar Dasgupta; Alejandro Granados; Sébastien Ourselin (ICCV, 2023)

Unleash the Power of 2D Pre-trained Model for 3D T1-weighted Brain MRI Inpainting. - Jiayu Huo; Chih-Yang Li; Alejandro Granados; Sébastien Ourselin; Rachel Sparks (BraTS/CrossMoDA@MICCAI, 2023)

HENet: Hierarchical Enhancement Network for Pulmonary Vessel Segmentation in Non-contrast CT Images. - Wenqi Zhou; Xiao Zhang 028; Dongdong Gu; Sheng Wang 014; Jiayu Huo; Rui Zhang; Zhihao Jiang; Feng Shi 001; Zhong Xue; Yiqiang Zhan; Xi Ouyang; Dinggang Shen (MICCAI (3), 2023)

ARHNet: Adaptive Region Harmonization for Lesion-Aware Augmentation to Improve Segmentation Performance. - Jiayu Huo; Yang Liu 271; Xi Ouyang; Alejandro Granados; Sébastien Ourselin; Rachel Sparks (MLMI@MICCAI (2), 2023)

Reconfigurable Design and Modeling of an Underwater Superlimb for Diving Assistance. - Jiayu Huo; Jingran Wang; Yuqin Guo; Wanghongjie Qiu; Mingdong Chen; H. Harry Asada; Fang Wan 002; Chaoyang Song 001 (Adv. Intell. Syst., 2023)

Enhanced brain parcellation via abnormality inpainting for neuroimage-based consciousness evaluation of hydrocephalus patients by lumbar drainage. - Di Zang; Xiangyu Zhao 003; Yuanfang Qiao; Jiayu Huo; Xuehai Wu; Zhe Wang; Zeyu Xu; Ruizhe Zheng; Zengxin Qi; Ying Mao 002; Lichi Zhang (Brain Informatics, 2023)

MatchSeg: Towards Better Segmentation via Reference Image Matching. - Jiayu Huo; Ruiqiang Xiao; Haotian Zheng; Yang Liu 271; Sébastien Ourselin; Rachel Sparks (BIBM, 2024)

DDSB: An Unsupervised and Training-Free Method for Phase Detection in Echocardiography. - Zhenyu Bu; Yang Liu 271; Jiayu Huo; Jingjing Peng; Kaini Wang; Guangquan Zhou; Rachel Sparks; Prokar Dasgupta; Alejandro Granados; Sébastien Ourselin (MLMI@MICCAI (1), 2024)

SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge. - Dimitrios Psychogyios; Emanuele Colleoni; Beatrice van Amsterdam; Chih-Yang Li; Shu-Yu Huang; Yuchong Li; Fucang Jia; Baosheng Zou; Guotai Wang; Yang Liu 271; Maxence Boels; Jiayu Huo; et al. (CoRR, 2024)

Rethinking Low-quality Optical Flow in Unsupervised Surgical Instrument Segmentation. - Peiran Wu; Yang Liu 271; Jiayu Huo; Gongyu Zhang; Christos Bergeles; Rachel Sparks; Prokar Dasgupta; Alejandro Granados; Sébastien Ourselin (CoRR, 2024)

RetiGen: A Framework for Generalized Retinal Diagnosis Using Multi-View Fundus Images. - Ze Chen; Gongyu Zhang; Jiayu Huo; Joan M. Nunez Do Rio; Charalampos Komninos; Yang Liu 271; Rachel Sparks; Sébastien Ourselin; Christos Bergeles; Timothy Jackson (CoRR, 2024)

A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge. - Ezequiel de la Rosa; Mauricio Reyes 001; Sook-Lei Liew; Alexandre Hutton; Roland Wiest; Johannes Kaesmacher; Uta Hanning; Arsany Hakim; Richard Zubal; Waldo Valenzuela; David Robben; Diana Maria Sima; et al. (CoRR, 2024)

Generative Medical Segmentation. - Jiayu Huo; Xi Ouyang; Sébastien Ourselin; Rachel Sparks (AAAI, 2025)

SAM-I2I: Unleash the Power of Segment Anything Model for Medical Image Translation. - Jiayu Huo; Sébastien Ourselin; Rachel Sparks (ISBI, 2025)

Self-supervised brain lesion generation for effective data augmentation of medical images. - Jiayu Huo; Sébastien Ourselin; Rachel Sparks (Neural Networks, 2025)