辜嘉 博士
教授 博導/碩導
電子郵箱：jiagu@cityu.edu.mo
電話：(853)85902293
辦公地址：澳門城市大學(氹仔)大豐樓T213室
學歷
2005 信號資訊處理博士, 雷恩第一大學, 法國
2001 生物醫學工程碩士, 東南大學, 中國
1999 生物醫學工程學士, 東南大學, 中國
曾任教科目
DCS001 人工智能研究
MCS006 人工智能和计算智能
研究方向
计算机视觉
医疗人工智能
医学影像
图像引导机器人
研究及出版
Refereed Journal Articles
1. Z. Zhang, J. He, J. Gu. Saliency-guided Stairs Detection on Wearable RGB-D Devices for Visually Impaired Persons with Swin-Transformer. Pattern Recognition Letters 177 (2024) 47-53
2. X. Lin, J. Gu. A biochemiluminescent assay for rapid diagnosis of influenza, January 2022 Clinical and Experimental Medicine, vol 22, pages577–581 (2022)
3. Y. Zhang, L. li, J. Gu. Cervical Precancerous Lesion Detection Based on Deep Learning of Colposcopy Images. May 2020 Journal of Medical Imaging and Health Informatics 10(5):1234-1241 DOI:10.1166/jmihi.2020.3051
4. S. Chen, Y. Zhou, J. Gu. Gencore: An efficient tool to generate consensus reads for error suppressing and duplicate removing of NGS data. December 2019 BMC Bioinformatics 20(S23) DOI:10.1186/s12859-019-3280-9
5. S. Chen, H. Qu, J. Gu. Detect and visualize tumor microsatellite instability status from next-generation sequencing data by simulating PCR techniques. May 2019 Journal of Clinical Oncology 37 DOI:10.1200/JCO.2019.37.15_suppl.e13052
6. S. Chen, T. Huang, J. Gu. MutScan: Fast detection and visualization of target mutations by scanning FASTQ data. January 2018 BMC Bioinformatics 19(1) DOI:10.1186/s12859-018-2024-6
7. S. Chen, Y. Zhou, J. Gu. fastp: an ultra-fast all-in-one FASTQ preprocessor. September 2018 Bioinformatics 34(17):i884-i890 DOI:10.1093/bioinformatics/bty560
8. S. Chen, M. Liu, J. Gu. GeneFuse: detection and visualization of target gene fusions from DNA sequencing data. May 2018 International Journal of Biological Sciences 14(8):843-848 DOI:10.7150/ijbs.24626
9. W. Qin, J. Wu, J. Gu. Superpixel-based and boundary-sensitive convolutional neural network for automated liver segmentation. April 2018 Physics in Medicine and Biology 63(9) DOI:10.1088/1361-6560/aabd19
10. L. Liu, K. Li, J. Gu. Automated breast tumor detection and segmentation with a novel computational framework of whole ultrasound images. January 2018 Medical & Biological Engineering & Computing 56(7) DOI:10.1007/s11517-017-1770-3
11. S. Chen, M. Liu, J. Gu. A Study of Cell-free DNA Fragmentation Pattern and Its Application in DNA Sample Type Classification. July 2017 IEEE/ACM transactions on computational biology and bioinformatics / IEEE, ACM PP(99):1-1 DOI: 10.1109/TCBB.2017.2723388
12. T. Wen, F. Yang, J. Gu. An Adaptive Kernel Regression Method for 3D Ultrasound Reconstruction Using Speckle Prior and Parallel GPU Implementation. June 2017 Neurocomputing 275(9) DOI:10.1016/j.neucom.2017.06.014
13. T. Wen, L. Li, J. Gu. GPU-accelerated Kernel Regression Reconstruction for Freehand 3D Ultrasound Imaging. March 2017 Ultrasonic Imaging 39(4) DOI:10.1177/0161734616689464
14. S. Chen, T. Huang, J. Gu. AfterQC: Automatic filtering, trimming, error removing and quality control for fastq data. March 2017 BMC Bioinformatics 18(S3) DOI:10.1186/s12859-017-1469-3
15. T. Wen, J. Gu. A novel Bayesian-based nonlocal reconstruction method for freehand 3D ultrasound imaging. November 2015 Neurocomputing 168:104-118 DOI:10.1016 /j.neucom.2015.06.009
16. T. Wen, J. Gu. Nonlocal Total Variation-Based Speckle Filtering for Ultrasound Images. August 2015 Ultrasonic Imaging 38(4) DOI:10.1177/0161734615600676
17. J. Gu, H. Shu, C. Toumoulin. A novel algorithm for fast computation of Zernike moments. Pattern Recognition 35(12):2905-2911 DOI:10.1016/S0031-3203(01)00194-7
學術獎項
2019 国家吴文俊人工智能奖（第一完成人）
2016 广东省特支计划百千万工程奖（第一完成人）
2013 深圳青年科技奖（第一完成人）
專業屬會
2014-至今 IEEE國際電氣電子工程師學會 高級會員
