Development of Precise Surgical Navigation System for Breast Cancer based on Artificial Intelligence and Mixed Reality

Research output

Research output per year 2023 2023 2024 2025 2025

• 8 RGC 21 - Publication in refereed journal
• 1 RGC 32 - Refereed conference paper (with host publication)

Research output per year

Research output per year

Search results

• 2025

  DEeR: Deviation Eliminating and Noise Regulating for Privacy-preserving Federated Low-rank Adaptation

  Zhu, M., Mao, A., Liu, J. & Yuan, Y., Apr 2025, In: IEEE Transactions on Medical Imaging. 44, 4, p. 1783-1795 13 p.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Privacy Preserving 100%
  • Differential Privacy 100%
  • Federated machine learning 66%
  • Linear Relationship 33%
  • Privacy Protection 33%

  11   Link opens in a new tab Citations (Scopus)

• FedBM: Stealing knowledge from pre-trained language models for heterogeneous federated learning

  Zhu, M., Yang, Q., Gao, Z., Yuan, Y. & Liu, J., May 2025, In: Medical Image Analysis. 102, 103524.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Pre-Trained Language Models 100%
  • Linguistics 100%
  • Federated machine learning 100%
  • local feature 33%
  • Performance Degradation 33%

  10   Link opens in a new tab Citations (Scopus)

• TDFormer: Top-down Token Generation for 3D Medical Image Segmentation

  Du, H., Dong, Q., Xu, Y. & Liao, J., Oct 2025, In: IEEE Journal of Biomedical and Health Informatics. 29, 10, p. 7359-7372 14 p.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Image Segmentation 100%
  • Treatment Strategy 33%
  • Segmentation Task 33%

  3   Link opens in a new tab Citations (Scopus)

• 2024

  FedOSS: Federated Open Set Recognition via Inter-client Discrepancy and Collaboration

  Zhu, M., Liao, J., Liu, J. & Yuan, Y., Jan 2024, In: IEEE Transactions on Medical Imaging. 43, 1, p. 190-202 13 p.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Open Set Recognition 100%
  • Decision Boundary 80%
  • Open Data 40%
  • Training Phase 20%
  • Superior Performance 20%

  21   Link opens in a new tab Citations (Scopus)

• Learning A Single Network for Robust Medical Image Segmentation with Noisy Labels

  Ye, S., Xu, Y., Chen, D., Han, S. & Liao, J., Sept 2024, In: IEEE Transactions on Medical Imaging. 43, 9, p. 3188-3199

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Image Segmentation 100%
  • Edge Detection 100%
  • Single Network 100%
  • Annotation 50%
  • Computational Cost 50%

  14   Link opens in a new tab Citations (Scopus)

• 2023

  Preserving Tumor Volumes for Unsupervised Medical Image Registration

  Dong, Q., Du, H., Song, Y., Xu, Y. & Liao, J., Oct 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision ICCV 2023. IEEE, p. 21151-21161 11 p.

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Image Similarity 100%
  • Network Architecture 50%
  • Constraint Problem 50%
  • Registration Process 50%
  • Deep Learning Method 50%

  12   Link opens in a new tab Citations (Scopus)

• Robust Point Cloud Segmentation with Noisy Annotations

  Ye, S., Chen, D., Han, S. & Liao, J., Jun 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 6, p. 7696-7710

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Annotation 100%
  • Point Cloud Segmentation 100%
  • Adaptive Learning 66%
  • Instance Level 66%
  • Learning Framework 33%

  19   Link opens in a new tab Citations (Scopus)

• Weakly-Supervised 3D Medical Image Segmentation using Geometric Prior and Contrastive Similarity

  Du, H., Dong, Q., Xu, Y. & Liao, J., Oct 2023, In: IEEE Transactions on Medical Imaging. 42, 10, p. 2936-2947

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Image Segmentation 100%
  • Embedding Space 100%
  • Annotation 50%
  • Preprocessing 50%
  • Aided Diagnosis 50%

  24   Link opens in a new tab Citations (Scopus)

• Weakly supervised histopathology image segmentation with self-attention

  Li, K., Qian, Z., Han, Y., Chang, E.I.-C., Wei, B., Lai, M., Liao, J., Fan, Y. & Xu, Y., May 2023, In: Medical Image Analysis. 86, 102791.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Image Segmentation 100%
  • Multiple Instance 100%
  • Instance Learning 100%
  • Self-Attention 100%
  • Supervised Method 71%

  67   Link opens in a new tab Citations (Scopus)