Shiman Li

19 papers Journal 18Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
BGProReg: A biomechanically generative framework for prostate MRI-TRUS deformable image registration.
Inf. Fusion
Yi Hao, Shiman Li, Jiayue Zhao, Chenxi Zhang
2026 J jnl
Semi-supervised medical image segmentation via anatomy-preserving consistency training.
Image Vis. Comput.
Shiman Li, Siqi Yin, Haoran Wang, Chenxi Zhang, Zhijian Song
2025 J jnl
Beyond the Distribution: Perturbation Toward Domain Distribution Boundary for Strengthening Generalizable Semi-Supervised Segmentation.
IEEE Signal Process. Lett.
Shiman Li, Jiayue Zhao, Yi Hao, Chenxi Zhang, Zhijian Song
2025 J jnl
Bridging the Modality Gap in Multimodal Eye Disease Screening: Learning Modality Shared-Specific Features via Multi-Level Regularization.
IEEE Signal Process. Lett.
Jiayue Zhao, Shiman Li, Yi Hao, Chenxi Zhang
2025 J jnl
Enhancing Motion Reconstruction From Sparse Tracking Inputs With Kinematic Constraints.
IEEE Trans Autom. Sci. Eng.
Xiaokun Dai, Xinkang Zhang, Shiman Li, Xinrong Chen
2025 J jnl
Evaluation of uncertainty estimation methods in medical image segmentation: Exploring the usage of uncertainty in clinical deployment.
Comput. Medical Imaging Graph.
Shiman Li, Mingzhi Yuan, Xiaokun Dai, Chenxi Zhang
2025 J jnl
Weakly Semi-supervised Whole Slide Image Classification by Two-level Cross Consistency Supervision.
CoRR
Linhao Qu, Shiman Li, Xiaoyuan Luo, Shaolei Liu, Qinhao Guo, Manning Wang, Zhijian Song
2024 J jnl
A comprehensive survey on deep active learning in medical image analysis.
Medical Image Anal.
Haoran Wang, Qiuye Jin, Shiman Li, Siyu Liu, Manning Wang, Zhijian Song
2024 J jnl
MCSD: An Efficient Language Model with Diverse Fusion.
CoRR
Hua Yang, Duohai Li, Shiman Li
2024 J jnl
Mixture-of-experts and semantic-guided network for brain tumor segmentation with missing MRI modalities.
Medical Biol. Eng. Comput.
Siyu Liu, Haoran Wang, Shiman Li, Chenxi Zhang
2024 J jnl
SP
CoRR
Shiman Li, Jiayue Zhao, Shaolei Liu, Xiaokun Dai, Chenxi Zhang, Zhijian Song
2024 J jnl
Trans2Fuse: Empowering image fusion through self-supervised learning and multi-modal transformations via transformer networks.
Expert Syst. Appl.
Linhao Qu, Shaolei Liu, Manning Wang, Shiman Li, Siqi Yin, Zhijian Song
2024 J jnl
Unsupervised diffusion based anomaly detection for time series.
Appl. Intell.
Haiwei Zuo, Aiqun Zhu, Yanping Zhu, Yinping Liao, Shiman Li, Yun Chen
2023 J jnl
A comprehensive survey on deep active learning and its applications in medical image analysis.
CoRR
Haoran Wang, Qiuye Jin, Shiman Li, Siyu Liu, Manning Wang, Zhijian Song
2023 J jnl
Density-based one-shot active learning for image segmentation.
Eng. Appl. Artif. Intell.
Qiuye Jin, Shiman Li, Xiaofei Du, Mingzhi Yuan, Manning Wang, Zhijian Song
2023 J jnl
Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation.
CoRR
Shiman Li, Haoran Wang, Yucong Meng, Chenxi Zhang, Zhijian Song
2022 J jnl
Cold-start active learning for image classification.
Inf. Sci.
Qiuye Jin, Mingzhi Yuan, Shiman Li, Haoran Wang, Manning Wang, Zhijian Song
2022 — conf
MTSegNet: Semi-supervised Abdominal Organ Segmentation in CT.
FLARE@MICCAI
Shiman Li, Siqi Yin, Chenxi Zhang, Manning Wang, Zhijian Song
2022 J jnl
TransFuse: A Unified Transformer-based Image Fusion Framework using Self-supervised Learning.
CoRR
Linhao Qu, Shaolei Liu, Manning Wang, Shiman Li, Siqi Yin, Qin Qiao, Zhijian Song