Dr. CHEN Zhen (陳陣)
Research Output
- 2022
- 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 journal › peer-review
- 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 journal › peer-review
- 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 journal › peer-review
- 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 journal › peer-review
- 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, , 12 Apr 2022, (Accepted/In press/Filed) Priority No. 202210378627.5Research output: Patents, Agreements and Assignments (RGC: 51, 52, 53) › 51_Patents granted (CityU only, data source from KTO)
- 2021
- 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. 17/553,812Research output: Patents, Agreements and Assignments (RGC: 51, 52, 53) › 51_Patents granted (CityU only, data source from KTO)
- 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
- 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 journal › peer-review
Scopus citations: 1 - 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 journal › peer-review
Scopus citations: 4 - 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, , 27 Apr 2021, (Accepted/In press/Filed) Priority No. 17/241,475Research output: Patents, Agreements and Assignments (RGC: 51, 52, 53) › 51_Patents granted (CityU only, data source from KTO)
- 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
- 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. 9456-9469Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- 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
- 2020
- 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 - 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 - 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 journal › peer-review
Scopus citations: 16 - 2019
- 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
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, 8702429Research 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- 2018
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. 8711260Research 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
