HONG SENG GAN
博士 人工智能与先进计算学院副教授 HongSeng.Gan@xjtlu.edu.cn
Gan博士于2016年获得马来西亚科技大学生物医学工程博士学位。现为西交利物浦大学企业家学院（太仓）人工智能与高级计算学院副教授。2018年，Gan博士获得日本JSPS Invitational Fellowship奖学金，是马来西亚 Young Scientist Network-Academy Science的成员，也是印度SRM科学技术研究所的兼职教授。他的研究兴趣集中在机器和计算机视觉，特别是医学图像分析的生成和深度模型领域。
发表文献
    • Prabhu Kavin Balasubramanian, Wen-Cheng Lai, Hong-Seng Gan, Kavitha C, and Jeeva Selvaraj. 2023. APESTNet with Mask R-CNN for Liver Tumor Segmentation and Classification. Cancers, 15(2), 1-19.
    • Zhang Xuanyu, Tian Chunwei, Zhang Qi, Hong-Seng Gan, Cheng Tongtong, and Ibrahim Mohd Asry. 2023. Lightweight Image Denoising Network for Multimedia Teaching System. Mathematics, 11(17), 1-11.
    • Zatul Faqihah Mohd Salaha, Muhammad Imam Ammarullah, Nik Nur Ain Azrin Abdullah, Aishah Umairah Abd Aziz, Hong-Seng Gan, Abdul Halim Abdullah, Mohammed Rafiq Abdul Kadir and Muhammad Hanif Ramlee. 2023. Biomechanical Effects of the Porous Structure of Gyroid and Voronoi Hip Implants: A Finite Element Analysis Using an Experimentally Validated Model. Materials, 16, 1-20.
    • Jeeva Selvaraj, Wen-Cheng Lai, Prabhu Kavin Balasubramanian, Kavitha C, and Hong-Seng Gan. 2023. Crytographic Encryption and Optimization for Internet of Things Based Medical Image Security. Electronics, 12(7), 2-19.
    • Hong-Seng Gan, Muhammad Hanif Ramlee, Bander Ali Saleh Al-Rimy, Yeng-Seng Lee, and Prayoot Akkaraekthalin. 2022. Hierarchical Knee Image Synthesis Framework for Generative Adversarial Network: Data From the Osteoarthritis Initiative. IEEE Access, 10, 55051-55061.
    • Nur Afikah Zainal Abidin, Amir Mustakim Ab Rashid, Bing Wui Ng, Hong-Seng Gan, Mohammed Rafiq Abdul Kadir and Muhammad Hanif Ramlee. 2022. Biomechanical Effect of Cross-Pin’ Diameter in Reconstruction of Anterior Cruciate Ligament – A Specific Case Study via Finite Element Analysis. Injury, 53, 2424-2436.
    • Amir Mustakim Ab Rashid, Muhammad Hanif Ramlee, Hong-Seng Gan, and Mohammed Rafiq Abdul Kadir. 2022. Effects of Badminton Insole Design on Stress Distribution, Displacement and Bone Rotation of Ankle Joint during Single-Leg Landing: A Finite Element Analysis. Sports Biomechanics. 1-22.
    • Hong-Seng Gan, Muhammad Hanif Ramlee, Asnida Abdul Wahab, Yeng-Seng Lee and Akinobu Shimizu. 2021. From Classical to Deep Learning: Review on Cartilage and Bone Segmentation Techniques in Knee Osteoarthritis Research. Artificial Intelligence Review. 54(2021), 2445-2494.
    • Muhammad Hanif Ramlee, Hong-Seng Gan, Antonio Ros Felip, & Mohd Rafiq Abd Kadir. 2021. The Effects of Additional Hollow Cylinder Coated to External Fixator Screws for Treating Pilon Fracture: A Biomechanical Perspective. Injury. 52(8), 2131-2141.
    • Muhd Hanif Ramlee, Hong-Seng Gan Siti Asmah Daud, Asnida Abdul Wahab & Mohd Rafiq Abd Kadir. 2020. Stress Distributions and Micromovement of Fragment Bone of Pilon Fracture Treated with External Fixator: A Finite Element Analysis. Journal of Foot & Ankle Surgery. 59(2020), 664-672.
    • Hong-Seng Gan, Khairil Amir Sayuti, Muhd Hanif Ramlee, Yeng-Seng, Lee, Wan Mahani Hafizah Wan Mahmud & Ahmad Helmy Abdul Karim. 2019. Unifying the Seeds Auto-Generation (SAGE) with Knee Cartilage Segmentation Framework: Data from the Osteoarthritis Initiative. International Journal of Computer Assisted Radiology and Surgery, 14(5), 755-762.
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研究领域
深度学习，计算机视觉，大数据分析，多模态数据分析
应用场景
人工智能领域
工作经历
2023至今，西交利物浦大学副教授 2021 - 2023，马来西亚吉兰丹大学数据科学系助理教授 2016 - 2021，马来西亚吉隆坡大学医疗工程系 助理教授
教育背景
2016，马来西亚理工大学 医疗工程博士 2012，马来西亚理工大学 本科
科研项目
• 欧洲联盟基金 (确保对抗气候变化对皇家贝隆森林的恢复力和可持续性的影响)
• 马来西亚教育部基础研究基金 (使用改进的形式概念分析进行可解释的深度学习模型进行马来西亚交通量时间序列预测)
• 马来西亚教育部基础研究基金 (可吸收镁合金在医学植入应用中强度和耐腐蚀性能的基础研究)
• 马来西亚教育部基础研究基金 (MRI图像中阿尔茨海默病早期检测的新算法制定 )
• 马来西亚教育部基础研究基金 (医学图像分割中的图转换深度“互动”学习框架 )
• 马来西亚教育部基础研究基金 (使用语音生物标志物进行阿尔茨海默病早期检测的新方法 )
• 马来西亚MARA研究与创新基金 (弱监督层次背景种子标签分类用于膝关节软骨分割法 )
产学研合作
上海闪马智能科技有限公司
专利项目
1、CRLY2022W02262，利用卷积神经网络模型深度学习膝关节分割
2、CRLY2021W00723，利用膝关节软骨分割模型进行种子自动生成

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