Shiqi Huang

According to our database, Shiqi Huang authored at least 18 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Deep EM with Hierarchical Latent Label Modelling for Multi-Site Prostate Lesion Segmentation.

Wen Yan, Yipei Wang, Shiqi Huang, Natasha Thorley, Mark Emberton, Vasilis Stavrinides, Yipeng Hu, Dean C. Barratt

CoRR, March, 2026

PromptReg: Interactive Registration by "Corresponding Prompts" for Segment Anything Model (SAM).

Shiqi Huang, Tingfa Xu, Jianan Li, Shaheer U. Saeed, Ziyi Shen, Dean C. Barratt, Yipeng Hu

IEEE Trans. Image Process., 2026

Continual Pretraining Prostate MRI ViT Encoder for Task Alignment.

Bilal A. Sidiqi, Yipei Wang, Shaheer U. Saeed, Shiqi Huang, Daniel C. Alexander, Yipeng Hu

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

Understanding the Transfer Limits of Vision Foundation Models.

Shiqi Huang, Yipei Wang, Natasha Thorley, Alexander Ng, Shaheer U. Saeed, Mark Emberton, Shonit Punwani, Veeru Kasivisvanathan, Dean C. Barratt, Daniel C. Alexander, Yipeng Hu

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

2025

Dynamic Client Distillation for Semi-Supervised Federated Learning in a Realistic Scenario.

Ning Shen, Tingfa Xu, Shiqi Huang, Zhenxiang Chen, Jianan Li

IEEE Trans. Medical Imaging, November, 2025

Competing for Pixels: A Self-Play Algorithm for Weakly-Supervised Semantic Segmentation.

Shaheer U. Saeed, Shiqi Huang, João Ramalhinho, Iani J. M. B. Gayo, Nina Montaña Brown, Ester Bonmati, Stephen P. Pereira, Brian R. Davidson, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu

IEEE Trans. Pattern Anal. Mach. Intell., February, 2025

Det-SAMReg: Few-Shot Medical Image Registration Using Vision Foundation Models.

Mengting Yang, Qilin Wang, Shiqi Huang, Wen Yan, Yipeng Hu, Zhe Min

Proceedings of the Simplifying Medical Ultrasound - 6th International Workshop, 2025

Register Anything: Estimating "Corresponding Prompts" for Segment Anything Model.

Shiqi Huang, Tingfa Xu, Wen Yan, Dean C. Barratt, Yipeng Hu

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

Tell2Reg: Establishing Spatial Correspondence between Images by the Same Language Prompts.

Wen Yan, Qianye Yang, Shiqi Huang, Yipei Wang, Shonit Punwani, Mark Emberton, Vasilis Stavrinides, Yipeng Hu, Dean C. Barratt

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

2024

SAMReg: SAM-enabled Image Registration with ROI-based Correspondence.

Shiqi Huang, Tingfa Xu, Ziyi Shen, Shaheer Ullah Saeed, Wen Yan, Dean C. Barratt, Yipeng Hu

CoRR, 2024

Competing for pixels: a self-play algorithm for weakly-supervised segmentation.

Shaheer U. Saeed, Shiqi Huang, João Ramalhinho, Iani J. M. B. Gayo, Nina Montaña Brown, Ester Bonmati, Stephen P. Pereira, Brian R. Davidson, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu

CoRR, 2024

Meta-tubular-net: A robust topology-aware re-weighting network for retinal vessel segmentation.

Shiqi Huang, Jianan Li, Ning Shen, Tingfa Xu

Biomed. Signal Process. Control., 2024

One Registration is Worth Two Segmentations.

Shiqi Huang, Tingfa Xu, Ziyi Shen, Shaheer Ullah Saeed, Wen Yan, Dean C. Barratt, Yipeng Hu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

Expert-Guided Knowledge Distillation for Semi-Supervised Vessel Segmentation.

Ning Shen, Tingfa Xu, Shiqi Huang, Feng Mu, Jianan Li

IEEE J. Biomed. Health Informatics, November, 2023

SCANet: A Unified Semi-Supervised Learning Framework for Vessel Segmentation.

Ning Shen, Tingfa Xu, Ziyang Bian, Shiqi Huang, Feng Mu, Bo Huang, Yuze Xiao, Jianan Li

IEEE Trans. Medical Imaging, September, 2023

Rethinking Few-Shot Medical Segmentation: A Vector Quantization View.

Shiqi Huang, Tingfa Xu, Ning Shen, Feng Mu, Jianan Li

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

RTNet: Relation Transformer Network for Diabetic Retinopathy Multi-Lesion Segmentation.

Shiqi Huang, Jianan Li, Yuze Xiao, Ning Shen, Tingfa Xu

IEEE Trans. Medical Imaging, 2022

Pixel-Adaptive Field-of-View for Remote Sensing Image Segmentation.

Feng Mu, Jianan Li, Ning Shen, Shiqi Huang, Yongzhuo Pan, Tingfa Xu

IEEE Geosci. Remote. Sens. Lett., 2022