Advances of deep learning in electrical impedance tomography image reconstruction
T Zhang, X Tian, XC Liu, JA Ye, F Fu, XT Shi… - … in Bioengineering and …, 2022 - frontiersin.org
Electrical impedance tomography (EIT) has been widely used in biomedical research
because of its advantages of real-time imaging and nature of being non-invasive and …
because of its advantages of real-time imaging and nature of being non-invasive and …
FISTA-Net: Learning a fast iterative shrinkage thresholding network for inverse problems in imaging
Inverse problems are essential to imaging applications. In this letter, we propose a model-
based deep learning network, named FISTA-Net, by combining the merits of interpretability …
based deep learning network, named FISTA-Net, by combining the merits of interpretability …
Robust electrical impedance tomography for biological application: a mini review
Electrical impedance tomography (EIT) has been used by researchers across several areas
because of its low-cost and no-radiation properties. Researchers use complex conductivity …
because of its low-cost and no-radiation properties. Researchers use complex conductivity …
Structure-aware dual-branch network for electrical impedance tomography in cell culture imaging
Electrical impedance tomography (EIT) is an emerging imaging modality to monitor 3D cell
culture dynamics through reconstructing the electrical properties of cell clusters. Recently …
culture dynamics through reconstructing the electrical properties of cell clusters. Recently …
Mask-guided spatial–temporal graph neural network for multifrequency electrical impedance tomography
Multifrequency electrical impedance tomography (mfEIT) is an emerging biomedical imaging
modality that exploits frequency-dependent electrical properties. The mfEIT image …
modality that exploits frequency-dependent electrical properties. The mfEIT image …
Hybrid learning-based cell aggregate imaging with miniature electrical impedance tomography
Real-time, nondestructive, and label-free imaging of 3-D cell culture process using miniature
Electrical Impedance Tomography (mEIT) is an emerging topic in tissue engineering. Image …
Electrical Impedance Tomography (mEIT) is an emerging topic in tissue engineering. Image …
Impedance-optical dual-modal cell culture imaging with learning-based information fusion
While Electrical Impedance Tomography (EIT) has found many biomedicine applications,
better image quality is needed to provide quantitative analysis for tissue engineering and …
better image quality is needed to provide quantitative analysis for tissue engineering and …
Nonstationary image reconstruction in ultrasonic transmission tomography using Kalman filter and dimension reduction
G Liang, F Dong, V Kolehmainen… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
As a noninvasive and nonradiation imaging modality, ultrasonic transmission tomography
(UTT) has gained much attention in process parameter detections, such as multiphase flow …
(UTT) has gained much attention in process parameter detections, such as multiphase flow …
Non-destructive monitoring of 3D cell cultures: new technologies and applications
M Cortesi, E Giordano - PeerJ, 2022 - peerj.com
Abstract 3D cell cultures are becoming the new standard for cell-based in vitro research, due
to their higher transferrability toward in vivo biology. The lack of established techniques for …
to their higher transferrability toward in vivo biology. The lack of established techniques for …
Multimodal image reconstruction of electrical impedance tomography using kernel method
The inverse problem of electrical impedance tomography (EIT) is nonlinear and severely ill-
posed, resulting in low image quality, which explicitly involves the aspects of structure …
posed, resulting in low image quality, which explicitly involves the aspects of structure …