Jiayu Huo

According to our database, Jiayu Huo authored at least 37 papers between 2011 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Signal-Language Foundation Model for Broad-Spectrum Cardiovascular Assessment from Routine Electrocardiography.

Ziqing Yu, Yuhui Tao, Jiayu Huo, Lei Pan, Zilong Xiao, Juecheng Chen, Xiao Li, Jianxuan Li, You Zhou, Zhixing Li, Cong Wang, Beijian Zhang, Chen Chen, Hongyang Lu, Konstantinos Patlatzoglou, Daniel B. Kramer, Jonathan W. Waks, Yangang Su, Fu Siong Ng, Shuo Wang, Yixiu Liang, Junbo Ge

CoRR, May, 2026

Optimized Dynamic Wireless Power Transfer for Moving Electric Vehicles With Constant Output Voltage.

Kezhou You, Lie Liu, Qi Li, Yi Ren, Jiayu Huo, Ge Wu, Bo Gao, Yuxing Ru

Int. J. Circuit Theory Appl., 2026

DINO-AD: Unsupervised Anomaly Detection with Frozen DINO-V3 Features.

Jiayu Huo, Jingyuan Hong, Liyun Chen

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Self-supervised brain lesion generation for effective data augmentation of medical images.

Jiayu Huo, Sébastien Ourselin, Rachel Sparks

Neural Networks, 2025

RetiGen: Framework leveraging domain generalization and test-time adaptation for multi-view retinal diagnostics.

Gongyu Zhang, Ze Chen, Jiayu Huo, Joan M. Nunez Do Rio, Charalampos Komninos, Yang Liu, Rachel Sparks, Sébastien Ourselin, Christos Bergeles, Timothy Jackson

Comput. Biol. Medicine, 2025

Motion-Boundary-Driven Unsupervised Surgical Instrument Segmentation in Low-Quality Optical Flow.

Yang Liu, Peiran Wu, Jiayu Huo, Gongyu Zhang, Zhen Yuan, Christos Bergeles, Rachel Sparks, Prokar Dasgupta, Alejandro Granados, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

SAM-I2I: Unleash the Power of Segment Anything Model for Medical Image Translation.

Jiayu Huo, Sébastien Ourselin, Rachel Sparks

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Generative Medical Segmentation.

Jiayu Huo, Xi Ouyang, Sébastien Ourselin, Rachel Sparks

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge.

Ezequiel de la Rosa, Mauricio Reyes, Sook-Lei Liew, Alexandre Hutton, Roland Wiest, Johannes Kaesmacher, Uta Hanning, Arsany Hakim, Richard Zubal, Waldo Valenzuela, David Robben, Diana Maria Sima, Vincenzo Anania, Arne Brys, James A. Meakin, Anne Mickan, Gabriel Broocks, Christian Heitkamp, Shengbo Gao, Kongming Liang, Ziji Zhang, Md Mahfuzur Rahman Siddiquee, Andriy Myronenko, Pooya Ashtari, Sabine Van Huffel, Hyun-su Jeong, Chiho Yoon, Chulhong Kim, Jiayu Huo, Sébastien Ourselin, Rachel Sparks, Albert Clèrigues, Arnau Oliver, Xavier Lladó, Liam F. Chalcroft, Ioannis Pappas, Jeroen Bertels, Ewout Heylen, Juliette Moreau, Nima Hatami, Carole Frindel, Abdul Qayyum, Moona Mazher, Domenec Puig, Shao-Chieh Lin, Chun-Jung Juan, Tianxi Hu, Lyndon Boone, Maged Goubran, Yi-Jui Liu, Susanne Wegener, Florian Kofler, Ivan Ezhov, Suprosanna Shit, Moritz Roman Hernandez Petzsche, Bjoern H. Menze, Jan S. Kirschke, Benedikt Wiestler

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, Rachel Sparks, Sébastien Ourselin, Christos Bergeles, Timothy Jackson

CoRR, 2024

Rethinking Low-quality Optical Flow in Unsupervised Surgical Instrument Segmentation.

Peiran Wu, Yang Liu, Jiayu Huo, Gongyu Zhang, Christos Bergeles, Rachel Sparks, Prokar Dasgupta, Alejandro Granados, Sébastien Ourselin

CoRR, 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, Maxence Boels, Jiayu Huo, Rachel Sparks, Prokar Dasgupta, Alejandro Granados, Sébastien Ourselin, Mengya Xu, An Wang, Yanan Wu, Long Bai, Hongliang Ren, Atsushi Yamada, Yuriko Harai, Yuto Ishikawa, Kazuyuki Hayashi, Jente Simoens, Pieter DeBacker, Francesco Cisternino, Gabriele Furnari, Alexandre Mottrie, Federica Ferraguti, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Soohee Kim, Seung Hyun Lee, Kyu Eun Lee, Hyoun-Joong Kong, Kui Fu, Chao Li, Shan An, Stefanie Krell, Sebastian Bodenstedt, Nicolás Ayobi, Alejandra Pérez, Santiago Rodríguez, Juanita Puentes, Pablo Arbeláez, Omid Mohareri, Danail Stoyanov

CoRR, 2024

DDSB: An Unsupervised and Training-Free Method for Phase Detection in Echocardiography.

Zhenyu Bu, Yang Liu, Jiayu Huo, Jingjing Peng, Kaini Wang, Guangquan Zhou, Rachel Sparks, Prokar Dasgupta, Alejandro Granados, Sébastien Ourselin

Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

MatchSeg: Towards Better Segmentation via Reference Image Matching.

Jiayu Huo, Ruiqiang Xiao, Haotian Zheng, Yang Liu, Sébastien Ourselin, Rachel Sparks

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Enhanced brain parcellation via abnormality inpainting for neuroimage-based consciousness evaluation of hydrocephalus patients by lumbar drainage.

Di Zang, Xiangyu Zhao, Yuanfang Qiao, Jiayu Huo, Xuehai Wu, Zhe Wang, Zeyu Xu, Ruizhe Zheng, Zengxin Qi, Ying Mao, Lichi Zhang

Brain Informatics, December, 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, Chaoyang Song

Adv. Intell. Syst., November, 2023

ARHNet: Adaptive Region Harmonization for Lesion-Aware Augmentation to Improve Segmentation Performance.

Jiayu Huo, Yang Liu, Xi Ouyang, Alejandro Granados, Sébastien Ourselin, Rachel Sparks

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

HENet: Hierarchical Enhancement Network for Pulmonary Vessel Segmentation in Non-contrast CT Images.

Wenqi Zhou, Xiao Zhang, Dongdong Gu, Sheng Wang, Jiayu Huo, Rui Zhang, Zhihao Jiang, Feng Shi, Zhong Xue, Yiqiang Zhan, Xi Ouyang, Dinggang Shen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 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

Proceedings of the Brain Tumor Segmentation, and Cross-Modality Domain Adaptation for Medical Image Segmentation, 2023

SKiT: a Fast Key Information Video Transformer for Online Surgical Phase Recognition.

Yang Liu, Jiayu Huo, Jingjing Peng, Rachel Sparks, Prokar Dasgupta, Alejandro Granados, Sébastien Ourselin

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

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, Weiwu Yao, Ying Liu, Jia Xu, Dahong Qian, Zhong Xue, Qian Wang, Dinggang Shen, Lichi Zhang

Medical Image Anal., 2022

MAPPING: Model Average with Post-processing for Stroke Lesion Segmentation.

Jiayu Huo, Liyun Chen, Yang Liu, Maxence Boels, Alejandro Granados, Sébastien Ourselin, Rachel Sparks

CoRR, 2022

Brain Lesion Synthesis via Progressive Adversarial Variational Auto-Encoder.

Jiayu Huo, Vejay Vakharia, Chengyuan Wu, Ashwini Sharan, Andrew Ko, Sébastien Ourselin, Rachel Sparks

Proceedings of the Simulation and Synthesis in Medical Imaging, 2022

2021

Learning Hierarchical Attention for Weakly-Supervised Chest X-Ray Abnormality Localization and Diagnosis.

Xi Ouyang, Srikrishna Karanam, Ziyan Wu, Terrence Chen, Jiayu Huo, Xiang Sean Zhou, Qian Wang, Jie-Zhi Cheng

IEEE Trans. Medical Imaging, 2021

Self-guided Multi-attention Network for Periventricular Leukomalacia Recognition.

Zhuochen Wang, Tingting Huang, Bin Xiao, Jiayu Huo, Sheng Wang, Haoxiang Jiang, Heng Liu, Fan Wu, Xiang Sean Zhou, Zhong Xue, Jian Yang, Qian Wang

Proceedings of the Predictive Intelligence in Medicine - 4th International Workshop, 2021

Robust Hydrocephalus Brain Segmentation via Globally and Locally Spatial Guidance.

Yuanfang Qiao, Haoyi Tao, Jiayu Huo, Wenjun Shen, Qian Wang, Lichi Zhang

Proceedings of the Machine Learning in Clinical Neuroimaging - 4th International Workshop, 2021

False Positive Suppression in Cervical Cell Screening via Attention-Guided Semi-supervised Learning.

Xiaping Du, Jiayu Huo, Yuanfang Qiao, Qian Wang, Lichi Zhang

Proceedings of the Predictive Intelligence in Medicine - 4th International Workshop, 2021

2020

Dual-Sampling Attention Network for Diagnosis of COVID-19 From Community Acquired Pneumonia.

Xi Ouyang, Jiayu Huo, Liming Xia, Fei Shan, Jun Liu, Zhanhao Mo, Fuhua Yan, Zhongxiang Ding, Qi Yang, Bin Song, Feng Shi, Huan Yuan, Ying Wei, Xiaohuan Cao, Yaozong Gao, Dijia Wu, Qian Wang, Dinggang Shen

IEEE Trans. Medical Imaging, 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

Medical Image Anal., 2020

mr2NST: Multi-Resolution and Multi-Reference Neural Style Transfer for Mammography.

Sheng Wang, Jiayu Huo, Xi Ouyang, Jifei Che, Xuhua Ren, Zhong Xue, Qian Wang, Jie-Zhi Cheng

CoRR, 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

CoRR, 2020

mr²NST: Multi-resolution and Multi-reference Neural Style Transfer for Mammography.

Sheng Wang, Jiayu Huo, Xi Ouyang, Jifei Che, Zhong Xue, Dinggang Shen, Qian Wang, Jie-Zhi Cheng

Proceedings of the Predictive Intelligence in Medicine - Third International Workshop, 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, Dinggang Shen, Lichi Zhang

Proceedings of the Predictive Intelligence in Medicine - Third International Workshop, 2020

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

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Thermodynamic edge entropy in Alzheimer's disease.

Jianjia Wang, Jiayu Huo, Lichi Zhang

Pattern Recognit. Lett., 2019

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2011

Analysis of the Photonic Crystal Filtering Properties for Exploring Photonic Crystal Filters.

Yafei Ren, Yubin Guo, Xiaochen Jin, Hongwei Guo, Jiayu Huo

Proceedings of the Applied Informatics and Communication - International Conference, 2011