Invited Talks
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The Role of Generative Models in Surgical Robot Learning.
at Workshop: Generative Models for Robot Learning, ICLR 2025, Apr 28.
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A Step for AI CoPilot in Medical Diagnosis and Surgery.
at the Workshop on "AI Medical Imaging and Embodied Surgical Robotics", Tianjin University Medical School, May 19, 2025. (invited by CCF, CCF Digital Medicine TC and Tianjin University)
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Innovation and Challenges in Embodied Intelligence for Surgical Robotics.
at the Forum on "Graphics and Imaging Technologies for Embodied Intelligence", hosted by the China Society of Image and Graphics (CSIG), Changsha, Hunan, May 9, 2025.
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手术机器人具身智能.
at the 7th International Symposium on Image Computing and Digital Medicine, Dec 21, 2024.
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智能增强现实技术在手术教学中的应用.
at Shenzhen Thoracic Surgery Society, Dec 7, 2024. (invited by Thoracic Surgery Department, Shenzhen People's Hospital)
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医学影像大模型应用与可靠性评测.
at Chinese Congress of Radiology 2024, Nov 16, 2024.
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基于图像的智能手术机器人的创新与挑战.
at School of Biomedical Engineering, Shenzhen University, Aug 9, 2024.
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基于图像的机器人智能手术.
at Southern University of Science and Technology, Apr 12, 2024.
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大数据趋势下智能医学图像分析的挑战与创新.
at Shanghai AI Lab Academic Forum – "Galaxy Talk" #5, Jan 11, 2023. (invited by Shanghai AI Lab)
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手术机器人中的具身智能---该领域的模拟器和前沿研究.
at Peking University Center on Frontiers of Computing – Embodied AI Day, Dec 11, 2022. (online)
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Image-based Robotic Surgery Intelligence.
at The 602nd Academic Seminar on Integration Science and Technology, Dec 7, 2023. (invited by Shenzhen Institute of Advanced Integration Technology, CAS & CUHK)
online talk at Heidelberg.ai / NCT Data Science Seminar series, Oct 4, 2023.
at IEEE EMBS Webinar Series, Frontiers of Biomedical Imaging and Analysis, Jan 2022. (invited by Prof. Pingkun Yan)
at BME Department, Shanghai Jiao Tong University, Nov 2022. (invited by Prof. Yao Guo)
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Federated Learning Techniques for Collaborative Development and Validation of AI Models on Medical Images.
at SenseTime/CUHK Faculty of Medicine Joint Seminar Series in AI & Healthcare, Jun 2022. (invited by Prof. Xin Wang)
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dVRK-based Robotic Surgery Intelligence.
at dVRK Global PI Meeting - Community Presentations, Mar 2022. (invited by Prof. Peter Kazanzides)
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The Role of Artificial Intelligence in the Next-generation Robotic Surgery.
at CUHK EMedI Summit: Medicine for the Future, Nov 2021. (invited by Prof. Philip Chiu and Prof. Jason Chan)
at ETH Biomedical Image Computing Group, zoom seminar, Sep 2021. (invited by Dr. Tianfei Zhou)
at Tianjin University, zoom seminar, Sep 2021. (invited by Prof. Liang Wan)
at CCAI 2021 中国人工智能大会 - 智能医学专题论坛, Oct 2021. (invited by Prof. Lei Zhang)
at Global Healthcare Innovation Academy Hong Kong Local Event, Jun 2021. (invited by Prof. Jing Qin)
at University of Strasbourg, zoom seminar, Mar 2021. (invited by Prof. Nicolas Padoy)
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Learning Reliable AI Models on Real-world Medical Images: Robustness, Generalization and Privacy.
at Technical University Munich, zoom seminar, Jan 2021. (invited by Prof. Daniel Rueckert)
at Department of Health Technology & Informatics, HKPolyU, Feb 2021. (invited by Prof. Jing Cai)
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Deep Model Generalization in Medical Image Segmentation [slices]
at MICS Webinar, Apr 2020.
[video] (in Chinese)
at VALSE Webinar, May 2020.
at CVPR Medical Computer Vision Workshop, June 2020. [video] (YouTube)
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Domain Generalization via Model-Agnostic Learning of Semantic Features
at Imperial @ NeurIPS 2019, Nov 2019.
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Surgical Visual Perception Towards AI-Powered Context-Aware Operating Theaters
at MICCAI'19 Workshop of OR 2.0 Context-Aware Operating Theaters, Oct 2019.
at MediCIS, Universite de Rennes 1, France, Nov 2019.
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Multimodal Learning from Unpaired Medical Images for Adaptation and Integration
at UCL Medical Image Computing Summer School (MedICSS), UK, Jul 2019.
at UCL/ICL Bio-Imaging Symposium, UK, May 2019.
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Towards AI-Powered Healthcare: Automated Medical Image Computing via Deep Learning
at Department of Computer Science, University of Birmingham, Nov 2019.
at Department of Computer Science, Sheffield University, May 2019.
at Department of Computer Science & Engineering, CUHK, Mar 2019.
at Department of Computer Science & Engineering, HKUST, Feb 2019.
at Hong Kong Institution of Science Annual Meeting, HK, Dec 2018.
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Towards AI-Powered Healthcare: Automated Medical Image Computing via Deep Learning
at Hong Kong Institution of Science Annual Meeting, HK, Dec 2018.
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Analyzing High Dimensional Medical Images with Deep Learning
at Hamlyn Centre for Robotic Surgery, Imperial College London, UK, Feb 2019.
at Smart Robotics and Artificial Intelligence Workshop organized by Signate Life Sciences, HK, Dec 2018.
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Deep Learning for AI-Powered Medical Image Analysis in Radiology
at Hong Kong College of Radiologists (HKCR) Annual Scientific Meeting, HK, Nov 2018.
at Engineering Medical Innovation (EMedI) Summit, HK, Aug 2018.
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Deep Learning for Medical Image Computing
at Department of Computing, HKPolyU, HK, Aug 2018.
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Medical Image Computing via Deep Learning - Detection and Segmentation
at BioMedIA lab in Imperial College London, UK, July 2018.
at German Center for Neurodegenerative Diseases (DZNE), Germany, Jul 2018.
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Intelligent Medical Image Detection and Segmentaiton via 3D Deep Learning
at AI in Healthcare Summit organized by ReWork, HK, June 2018.
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Deep Learning for Medical Image Analysis: Algorithms and Applications
at Department of Clinical Oncology at Queen Mary Hospital HKU, HK, Apr 2018.
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3D Convolutional Networks for Computer-aided Lesion Detection in Medical Images
at A*Star Institute of High Performance Computing, Singapore, May 2017.
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Automated Brain Lesion Detection in MRI Scans with Hierarchical Features
at Siemens Corporate Research, Princeton, US, Jun 2016.