Publications by authors named "Jinpei Han"

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Transforming label-efficient decoding of healthcare wearables with self-supervised learning and "embedded" medical domain expertise.
Xiao Gu, Zhangdaihong Liu, Jinpei Han, Jianing Qiu, Wenfei Fang, Yuan-Ting Zhang

Commun Eng· July 2025

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Identifying the Nature of Grip Force Signals in EEG & fNIRS with Multi-Modal Graph Fusion Network.
Ziyue Zhu, Jinpei Han, Ziyan Zhang, Nat Wannawas, A Aldo Faisal

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Bridging the gap between experimental control and ecological validity in human sensorimotor science.
Jonathan Tsay, Nathan Steadman, Melanie Fleming, Mareike Gann, Irene Di Giulio, Jinpei Han

J Physiol· September 2024

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Noise-Factorized Disentangled Representation Learning for Generalizable Motor Imagery EEG Classification.
Jinpei Han, Xiao Gu, Guang-Zhong Yang, Benny Lo

IEEE J Biomed Health Inform· February 2024

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Beyond Supervised Learning for Pervasive Healthcare.
Xiao Gu, Fani Deligianni, Jinpei Han, Xiangyu Liu, Wei Chen

IEEE Rev Biomed Eng· January 2024

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EEG decoding for datasets with heterogenous electrode configurations using transfer learning graph neural networks.
Jinpei Han, Xiaoxi Wei, A Aldo Faisal

J Neural Eng· December 2023

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A systematic review of robotic surgery: From supervised paradigms to fully autonomous robotic approaches.
Jinpei Han, Joseph Davids, Hutan Ashrafian, Ara Darzi, Daniel S Elson

Int J Med Robot· April 2022

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