Dr. CHEN Zhen (陳陣)

Research Output

  1. 2023
  2. Published

    FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-Conflicting

    Zhu, M., Chen, Z. & Yuan, Y., Jun 2023, In: IEEE Transactions on Medical Imaging. 42, 6, p. 1632-1643 10013742.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 3
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  3. 2022
  4. Published

    Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data

    Chen, Z., Yang, C., Zhu, M., Peng, Z. & Yuan, Y., Dec 2022, In: IEEE Transactions on Medical Imaging. 41, 12, p. 3663-3674 12 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 17
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  5. Published

    D2-Net: Dual Disentanglement Network for Brain Tumor Segmentation with Missing Modalities

    Yang, Q., Guo, X., Chen, Z., Woo, P. Y. M. & Yuan, Y., Oct 2022, In: IEEE Transactions on Medical Imaging. 41, 10, p. 2953-2964

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 22
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  6. Published

    Source free domain adaptation for medical image segmentation with fourier style mining

    Yang, C., Guo, X., Chen, Z. & Yuan, Y., Jul 2022, In: Medical Image Analysis. 79, 102457.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 24
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  7. Published

    Instance importance-Aware graph convolutional network for 3D medical diagnosis

    Chen, Z., Liu, J., Zhu, M., Woo, P. Y. M. & Yuan, Y., May 2022, In: Medical Image Analysis. 78, 102421.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 10
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  8. Published

    Non-equivalent images and pixels: Confidence-aware resampling with meta-learning mixup for polyp segmentation

    Guo, X., Chen, Z., Liu, J. & Yuan, Y., May 2022, In: Medical Image Analysis. 78, 102394.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 8
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  9. Accepted/In press/Filed

    A System And Method for Generating A Stained Image

    LAU, C., HUI, T. H., CHEN, Z., YUAN, Y., CHEUK, W., CHO, C. S., HILL, F. I., & 3 othersLAW, W. L., MARASHLI, M. A. & PANI, A., 12 Apr 2022, (Accepted/In press/Filed) Priority No. 202210378627.5

    Research output: Patents, Agreements and Assignments (RGC: 51, 52)51_Patents (CityU)

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  10. Published

    Discrepancy and Gradient-Guided Multi-modal Knowledge Distillation for Pathological Glioma Grading

    Xing, X., Chen, Z., Zhu, M., Hou, Y., Gao, Z. & Yuan, Y., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022: 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part V. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Cham: Springer , Vol. Part V. p. 636-646 (Lecture Notes in Computer Science; vol. 13435).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Scopus citations: 2
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  11. Published

    Semi-Supervised Medical Image Classification with Temporal Knowledge-Aware Regularization

    Yang, Q., Liu, X., Chen, Z., Ibragimov, B. & Yuan, Y., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022: 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part VIII. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Cham: Springer , Vol. Part VIII. p. 119–129 (Lecture Notes in Computer Science; vol. 13438).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Scopus citations: 3
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  12. 2021
  13. Accepted/In press/Filed

    Graph-based Prostate Diagnosis Network And Method for Using The Same

    CHEN, Z. & YUAN, Y., 17 Dec 2021, (Accepted/In press/Filed) Priority No. 17/553,812

    Research output: Patents, Agreements and Assignments (RGC: 51, 52)51_Patents (CityU)

    Check@CityULib
  14. Published

    Exploring Gradient Flow Based Saliency for DNN Model Compression

    Liu, X., Li, B., Chen, Z. & Yuan, Y., Oct 2021, MM '21: Proceedings of the 29th ACM International Conference on Multimedia. New York, NY: Association for Computing Machinery, p. 3238–3246 (MM - Proceedings of the ACM International Conference on Multimedia).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Scopus citations: 4
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  15. Online published

    DSI-Net: Deep Synergistic Interaction Network for Joint Classification and Segmentation with Endoscope Images

    Zhu, M., Chen, Z. & Yuan, Y., 25 May 2021, (Online published) In: IEEE Transactions on Medical Imaging.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 16
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  16. Published

    Super-Resolution Enhanced Medical Image Diagnosis with Sample Affinity Interaction

    Chen, Z., Guo, X., Woo, P. Y. M. & Yuan, Y., May 2021, In: IEEE Transactions on Medical Imaging. 40, 5, p. 1377-1389 13 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 39
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  17. Accepted/In press/Filed

    A System And Method for Generating A Stained Image

    LAU, C., HUI, T. H., CHEN, Z., YUAN, Y., CHEUK, W., CHO, C. S., HILL, F. I., & 3 othersLAW, W. L., MARASHLI, M. A. & PANI, A., 27 Apr 2021, (Accepted/In press/Filed) Priority No. 17/241,475

    Research output: Patents, Agreements and Assignments (RGC: 51, 52)51_Patents (CityU)

    Check@CityULib
  18. Published

    Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring

    Chen, Z., Zhang, J., Che, S., Huang, J., Han, X. & Yuan, Y., 2021, The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21). AAAI Press, p. 47-54 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 1).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Scopus citations: 18
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  19. Published

    HTD: Heterogeneous task decoupling for two-stage object detection

    Li, W., Chen, Z., Li, B., Zhang, D. & Yuan, Y., 2021, In: IEEE Transactions on Image Processing. 30, p. 9456-9469

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 6
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  20. Published

    Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning

    Chen, Z., Zhu, M., Yang, C. & Yuan, Y., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021: 24th International Conference Strasbourg, France, September 27 – October 1, 2021 Proceedings, Part III. Bruijne, M. d., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Springer, Cham, p. 347-356 (Lecture Notes in Computer Science (including subseries Image Processing, Computer Vision, Pattern Recognition, and Graphics); vol. 12903).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Scopus citations: 12
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  21. 2020
  22. Published

    Joint Spatial-Wavelet Dual-Stream Network for Super-Resolution

    Chen, Z., Guo, X., Yang, C., Ibragimov, B. & Yuan, Y., Oct 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020: 23rd International Conference Lima, Peru, October 4–8, 2020 Proceedings, Part V. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer, p. 184-193 (Lecture Notes in Computer Science; vol. 12265).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Scopus citations: 9
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  23. Published

    COMPLEMENTARY NETWORK WITH ADAPTIVE RECEPTIVE FIELDS FOR MELANOMA SEGMENTATION

    Guo, X., Chen, Z. & Yuan, Y., Apr 2020, IEEE ISBI 2020 International Symposium on Biomedical Imaging: 2020 SYMPOSIUM PROCEEDINGS. Institute of Electrical and Electronics Engineers, p. 2010-2013 9098417. (Proceedings - International Symposium on Biomedical Imaging).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Scopus citations: 15
    Check@CityULib
  24. Published

    Deep Neural Network Acceleration Based on Low-Rank Approximated Channel Pruning

    Chen, Z., Chen, Z., Lin, J., Liu, S. & Li, W., Apr 2020, In: IEEE Transactions on Circuits and Systems I: Regular Papers. 67, 4, p. 1232-1244 8948329.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 32
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