| Impedance-optical dual-modal cell culture imaging with learning-based information fusion Z Liu, P Bagnaninchi, Y Yang IEEE Transactions on Medical Imaging 41 (4), 983-996, 2021 | 21 | 2021 |
| Multimodal image reconstruction of electrical impedance tomography using kernel method Z Liu, Y Yang IEEE Transactions on Instrumentation and Measurement 71, 1-12, 2021 | 15 | 2021 |
| Mask-guided spatial–temporal graph neural network for multifrequency electrical impedance tomography Z Chen, Z Liu, L Ai, S Zhang, Y Yang IEEE Transactions on Instrumentation and Measurement 71, 1-10, 2022 | 12 | 2022 |
| Image reconstruction of electrical impedance tomography based on optical image-guided group sparsity Z Liu, Y Yang IEEE Sensors Journal 21 (19), 21893-21902, 2021 | 11 | 2021 |
| Enhanced Multi-Scale Feature Cross-Fusion Network for Impedance–Optical Dual-Modal Imaging Z Liu, R Zhao, G Anderson, PO Bagnaninchi, Y Yang IEEE Sensors Journal 23 (5), 4455-4465, 2022 | 4 | 2022 |
| High-resolution conductivity reconstruction by electrical impedance tomography using structure-aware hybrid-fusion learning H Yu, H Liu, Z Liu, Z Wang, J Jia Computer methods and programs in biomedicine 243, 107861, 2024 | 3 | 2024 |
| Dual-modal image reconstruction for electrical impedance tomography with overlapping group lasso and Laplacian regularization Z Liu, H Gu, Z Chen, P Bagnaninchi, Y Yang IEEE Transactions on Biomedical Engineering, 2023 | 2 | 2023 |
| Impedance-optical dual-modal sensor and image reconstruction for cell spheroids imaging Z Liu, X Kang, P Bagnaninchi, Y Yang 2020 IEEE SENSORS, 1-4, 2020 | 2 | 2020 |
| Regularized Shallow Image Prior for Electrical Impedance Tomography Z Liu, Z Chen, Q Wang, S Zhang, Y Yang arXiv preprint arXiv:2303.17735, 2023 | 1 | 2023 |
| Generative deep learning-enabled ultra-large field-of-view lens-free imaging RB Liu, Z Liu, MGA Wolf, KP Purohit, G Fritz, Y Feng, CG Hansen, ... arXiv preprint arXiv:2403.07786, 2024 | | 2024 |
| Enhanced Tactile Sensing with Electrical Impedance Tomography and Shallow Image Prior H Dong, Z Liu, D Hu, Y Yang 11th World Congress on Industrial Process Tomography, 2023 | | 2023 |
| Gradient-Guided Multi-Modal Image Reconstruction for Electrical Impedance Tomography Z Liu, H Dong, J Wang, Z Chen, W Zhou, Y Yang 2023 IEEE International Instrumentation and Measurement Technology …, 2023 | | 2023 |
| 3D EIT Image Reconstruction based on Point Cloud Network Z Chen, Z Liu, Y Yang 23rd International Conference on Biomedical Applications of Electrical …, 2023 | | 2023 |
| Iterative Multi-Layer Perceptron with Smoothing Regularization for Electrical Impedance Tomography Inversion Z Liu, Z Chen, Y Yang 23rd International Conference on Biomedical Applications of Electrical …, 2023 | | 2023 |
| Review of Machine Learning for Bioimpedance Tomography in Regenerative Medicine Z Liu, Z Chen, Y Yang Diverse Perspectives and State-of-the-Art Approaches to the Utilization of …, 2023 | | 2023 |
| 3D Cell Culture Imaging Using Graph Convolutional Network Assisted Miniature Electrical Impedance Tomography Z Chen, Z Liu, Y Yang BioMedEng22, London, UK, 2022 | | 2022 |
| Structure-function Joint Imaging using Optical Coherence and Bioimpedance Tomography for Tissue Engineering Z Liu, Z Chen, PO Bagnaninchi, Y Yang BioMedEng22, London, UK, 2022 | | 2022 |
| Evaluation of a dual-modal tissue imaging framework based on information fusion using optical coherence and bioimpedance tomography Z Liu, Y Yang, P Bagnaninchi Unconventional Optical Imaging III 12136, 316-322, 2022 | | 2022 |
| Quantitative Long-term Live Imaging of Ovarian Cancer Invasion in vitro using Optical Coherence Tomography A Hallas-Potts, Z Liu, CS Herrington, Y Yang, P Bagnaninchi TISSUE ENGINEERING PART A 28, S293-S293, 2022 | | 2022 |
| Impedance-optical Dual-modal Sensor and Deep-learning-based Image Reconstruction for 3D Cell Culture Imaging Z Liu, P Bagnaninchi, Y Yang TISSUE ENGINEERING PART A 28, S292-S293, 2022 | | 2022 |
Yunjie YangSenior Lecturer/Associate Professor, University of EdinburghVerified email at ed.ac.uk
