Adversarial robustness study of convolutional neural network for lumbar disk shape reconstruction from MR images J Chen, L Qian, T Urakov, W Gu, L Liang Medical Imaging 2021: Image Processing 11596, 306-318, 2021 | 17 | 2021 |
Cq-vae: Coordinate quantized vae for uncertainty estimation with application to disk shape analysis from lumbar spine mri images L Qian, J Chen, T Urakov, W Gu, L Liang 2020 19th IEEE International Conference on Machine Learning and Applications …, 2020 | 4 | 2020 |
An algorithm for out-of-distribution attack to neural network encoder L Liang, L Ma, L Qian, J Chen arXiv preprint arXiv:2009.08016, 2020 | 4 | 2020 |
Symtc: A symbiotic transformer-cnn net for instance segmentation of lumbar spine mri J Chen, L Qian, L Ma, T Urakov, W Gu, L Liang arXiv preprint arXiv:2401.09627, 2024 | 2 | 2024 |
An Algorithm to attack neural network encoderbased out-of-distribution sample detector L Liang, L Ma, L Qian, J Chen ArXiv200908016 Cs Eess, 2020 | 2 | 2020 |
Evaluation of Deep Neural Network Models for Instance Segmentation of Lumbar Spine MRI J Chen, L Qian, L Ma, T Urakov, W Gu, L Liang bioRxiv, 2024.04. 02.587810, 2024 | | 2024 |
A sequential geometry reconstruction based deep learning approach to improve accuracy and consistence of lumbar spine MRI image segmentation L Qian, J Chen, L Ma, T Urakov, L Liang Medical Imaging 2024: Image Processing 12926, 753-760, 2024 | | 2024 |
A general approach to improve adversarial robustness of DNNs for medical image segmentation and detection L Ma, J Chen, L Qian, L Liang Medical Imaging 2024: Image Processing 12926, 266-274, 2024 | | 2024 |
Attention-based Shape-Deformation Networks for Artifact-Free Geometry Reconstruction of Lumbar Spine from MR Images L Qian, J Chen, L Ma, T Urakov, W Gu, L Liang arXiv preprint arXiv:2404.00231, 2024 | | 2024 |