Openings (all year round)

Multiple positions are open to apply for being involved in projects on machine learning for medical image analysis. Specific responsibilities and requirements are as follows:

1. Coordinate a multidisciplinary team of engineering researchers and clinical collaborators for the development of smart medical image diagnosis, detection, segmentation, prognosis, and clinical decision-making systems.
2. Develop cutting-edge ML methods in terms of model generalizability, robustness, interpretability, and human-in-the-loop test-time mechanisms for smart healthcare systems.
3. Generate high-quality papers to be published in top-tier conferences and high-impact journals.
4. Require a Ph.D. with a good publication record in medical imaging, computer vision, AI/ML, statistics, or other related fields.
5. Experience in multi-modal learning, image segmentation, causality, and/or data-efficient learning are preferred.
6. Experience in processing medical endoscopy/MRI/CT/Ultrasound images is preferred.
7. Employment contract can be flexible and up to 3 years.

Two positions are open to apply for being involved in a project on robotic surgery intelligence. Specific responsibilities and requirements are as follows:

1. Work together with experts of computer scientists, surgeons, roboticists to develop a novel AI+XR system to change the way of robotic surgery education, in terms of how novices perceive, visualize and interact with surgical robots during training.
2. Develop image-based robotic surgery perception, stereo reconstruction, reinforcement learning and planning techniques, and integrate them into visualization HMD, haptic devices and/or robotic platforms for evaluation and demos.
3. Generate high-quality papers to be published in top-tier conferences and high-impact journals.
4. Require a Ph.D. with a good publication record in medical imaging, computer graphics, human-computer interaction, surgical robotics, or other related fields.
5. Experience in augmented reality, virtual reality, simulation, visualization system integration and development are preferred.
6. Experience working with Unity, Bullet, SOFA, Omniverse, OpenGL, TCP, UDP Socket and other relevant tools are preferred.
7. Employment contract can be flexible and up to 3 years.

Two positions are open to apply for being involved in a project on robotic vision and learning-based automation.

Specific responsibilities and requirements are as follows:

1. Work together with local and international experts of computer scientists and roboticists to explore learning-based robotic perception and automation for applications including but not limited to surgical robots.
2. Explore solutions for defined novel research problems and create cool demos.
3. Generate high-quality papers to be published in top-tier conferences and high-impact journals.
4. Require a Ph.D. with a good publication record in robotic vision and learning, mechanical and automation engineering, or other related fields.
5. Experience in RL, imitation learning, sim2real transfer, 6D pose estimation, path planning are preferred.
6. Employment contract can be flexible and up to 3 years.

Multiple RA positions are available for all the above projects. Specific responsibilities and requirements are as follows:

1. Work together with senior team members on research and development projects on AI for medical imaging and robotics.
2. Collect and process relevant data, deploy AI algorithms for inference, integrate systems for testing and demo.
3. Generate high-quality papers to be published in top-tier conferences and high-impact journals.
4. Require excellent communication skills and proficient in at least one programming language.
5. Employment contract can be flexible and up to 2 years.