Dr. CHEN Zhen (陳陣)

Research Output

  1. 2022
  2. 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

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  3. Online 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., 16 May 2022, (Online published) In: IEEE Transactions on Medical Imaging. 12 p.

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

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  4. 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

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  5. 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: 2
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  6. 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 others, LAW, 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, 53)51_Patents granted (CityU only, data source from KTO)

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  7. 2021
  8. 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, 53)51_Patents granted (CityU only, data source from KTO)

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  9. 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 ISBN/ISSN)peer-review

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  10. 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: 2
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  11. 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: 10
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  12. 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 others, LAW, 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, 53)51_Patents granted (CityU only, data source from KTO)

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  13. 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 ISBN/ISSN)peer-review

    Scopus citations: 3
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  14. 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

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  15. 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 ISBN/ISSN)peer-review

    Check@CityULib
  16. 2020
  17. 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 ISBN/ISSN)peer-review

    Scopus citations: 3
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  18. 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 ISBN/ISSN)peer-review

    Scopus citations: 8
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  19. 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: 16
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  20. 2019
  21. Published

    Importance-Aware Filter Selection for Convolutional Neural Network Acceleration

    Liu, Z., Chen, Z. & Li, W., Dec 2019, 2019 IEEE International Conference on Visual Communications and Image Processing (VCIP). Institute of Electrical and Electronics Engineers, 8965838. (IEEE International Conference on Visual Communications and Image Processing, VCIP).

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

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  22. Exploiting Weight-Level Sparsity in Channel Pruning with Low-Rank Approximation

    Chen, Z., Lin, J., Liu, S., Chen, Z., Li, W., Zhao, J. & Yan, W., May 2019, 2019 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, 8702429

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

    Scopus citations: 6
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  23. 2018
  24. Decouple and Stretch: A Boost to Channel Pruning

    Chen, Z., Lin, J., Liu, S., Xia, J. & Li, W., Nov 2018, 2018 IEEE 37th International Performance Computing and Communications Conference (IPCCC). IEEE, 6 p. 8711260

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

    Scopus citations: 1
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