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Jinpei Han
Jinpei Han
Imperial College London
Bestätigte E-Mail-Adresse bei imperial.ac.uk
Titel
Zitiert von
Zitiert von
Jahr
A systematic review of robotic surgery: From supervised paradigms to fully autonomous robotic approaches
J Han, J Davids, H Ashrafian, A Darzi, DS Elson, M Sodergren
The International Journal of Medical Robotics and Computer Assisted Surgery …, 2022
562022
Semi-supervised contrastive learning for generalizable motor imagery eeg classification
J Han, X Gu, B Lo
2021 IEEE 17th International Conference on Wearable and Implantable Body …, 2021
342021
Beyond supervised learning for pervasive healthcare
X Gu, F Deligianni, J Han, X Liu, W Chen, GZ Yang, B Lo
IEEE Reviews in Biomedical Engineering, 2023
162023
EEG decoding for datasets with heterogenous electrode configurations using transfer learning graph neural networks
J Han, X Wei, AA Faisal
Journal of Neural Engineering 20 (6), 066027, 2023
142023
Generalizable movement intention recognition with multiple heterogeneous eeg datasets
X Gu, J Han, GZ Yang, B Lo
2023 IEEE International Conference on Robotics and Automation (ICRA), 9858-9864, 2023
82023
Noise-Factorized Disentangled Representation Learning for Generalizable Motor Imagery EEG Classification
J Han, X Gu, GZ Yang, B Lo
IEEE Journal of Biomedical and Health Informatics, 2023
72023
Bridging the gap between experimental control and ecological validity in human sensorimotor science
J Tsay, N Steadman, M Fleming, M Gann, I Di Giulio, C Graef, J Han, ...
The Journal of physiology 602 (17), 4085-4087, 2024
32024
Contrastive Representation Learning Helps Cross-institutional Knowledge Transfer: A Study in Pediatric Ventilation Management
Y Liu, J Han, P Ramnarayan, AA Faisal
arXiv preprint arXiv:2501.13587, 2025
2025
Finding Neural Biomarkers for Motor Learning and Rehabilitation using an Explainable Graph Neural Network
J Han, A Embs, F Nardi, S Haar, AA Faisal
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2025
2025
Meta-analysis of Artificial Intelligence for glioblastoma diagnostics using raman spectroscopic bio-analysis for extent of resection
D Joseph, H Jinpei, A Hutan, M Hani, G Stamatia, D Ara
Journal of Neurology, Neurosurgery & Psychiatry 95 (Suppl 2), A79-A79, 2024
2024
Meta-analysis of Artificial Intelligence for pCLE-based brain tumour characterisation and extent of tumour resection
D Joseph, H Jinpei, X Chi, G Stamatia, M Hani, A Hutan, D Ara
Journal of Neurology, Neurosurgery & Psychiatry 95 (Suppl 2), A79-A79, 2024
2024
Meta-analysis of intraoperative neurophysiological monitoring in neuro-oncology using Artificial Intelligence
D Joseph, H Jinpei, A Hutan, G Stamatia, M Hani, D Ara
Journal of Neurology, Neurosurgery & Psychiatry 95 (Suppl 2), A79-A80, 2024
2024
Graph Neural Networks Uncover Geometric Neural Representations in Reinforcement-Based Motor Learning
F Nardi, J Han, S Haar, AA Faisal
arXiv preprint arXiv:2410.23812, 2024
2024
Noise-Free Explanation for Driving Action Prediction
H Zhu, T Wulff, RS Maharjan, J Han, A Cangelosi
arXiv preprint arXiv:2407.06339, 2024
2024
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