Search Results for author: Xutian Deng

Found 3 papers, 0 papers with code

Learning Autonomous Ultrasound via Latent Task Representation and Robotic Skills Adaptation

no code implementations25 Jul 2023 Xutian Deng, Junnan Jiang, Wen Cheng, Miao Li

As medical ultrasound is becoming a prevailing examination approach nowadays, robotic ultrasound systems can facilitate the scanning process and prevent professional sonographers from repetitive and tedious work.

Learning Ultrasound Scanning Skills from Human Demonstrations

no code implementations9 Nov 2021 Xutian Deng, Ziwei Lei, Yi Wang, Miao Li

Finally, the robustness of the proposed framework is validated with the experiments on real data from sonographers.

Learning Robotic Ultrasound Scanning Skills via Human Demonstrations and Guided Explorations

no code implementations2 Nov 2021 Xutian Deng, Yiting Chen, Fei Chen, Miao Li

Medical ultrasound has become a routine examination approach nowadays and is widely adopted for different medical applications, so it is desired to have a robotic ultrasound system to perform the ultrasound scanning autonomously.

Imitation Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.