Accurate Cobb Angle Estimation on Scoliosis X-Ray Images via Deeply-Coupled Two-Stage Network With Differentiable Cropping and Random Perturbation

Autor: Yuanhuai Liang, Jinxin Lv, Dun Li, Xin Yang, Zhiwei Wang, Qiang Li

Publikováno v: IEEE Journal of Biomedical and Health Informatics. 27:1488-1499

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::84cd5330c10c971fcb97f007c3dfe591
https://doi.org/10.1109/jbhi.2022.3229847

Accurate scoliosis vertebral landmark localization on X-ray images via shape-constrained multi-stage cascaded CNNs

Autor: Zhiwei Wang, Jinxin Lv, Yunqiao Yang, Yi Lin, Qiang Li, Xin Li, Xin Yang

Publikováno v: Fundamental Research.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::89fb2b05f4d77c73f7af6958bd0ec7b6
https://doi.org/10.1016/j.fmre.2022.10.014

Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning

Autor: Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Hager, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey Sonn, Theo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Pew-Thian Yap, Mikael Brudfors, Yael Balbastre, Samuel Joutard, Marc Modat, Gal Lifshitz, Dan Raviv, Jinxin Lv, Qiang Li, Vincent Jaouen, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan, Zhe Xu, Bailiang Jian, Francesca De Benetti, Marek Wodzinski, Niklas Gunnarsson, Jens Sjolund, Daniel Grzech, Huaqi Qiu, Zeju Li, Alexander Thorley, Jinming Duan, Christoph Grosbrohmer, Andrew Hoopes, Ingerid Reinertsen, Yiming Xiao, Bennett Landman, Yuankai Huo, Keelin Murphy, Nikolas Lessmann, Bram van Ginneken, Adrian V. Dalca, Mattias P. Heinrich

Publikováno v: IEEE Transactions on Medical Imaging, 42, 697-712
IEEE Transactions on Medical Imaging
IEEE Transactions on Medical Imaging, 42, 3, pp. 697-712

Image registration is a fundamental medical image analysis task, and a wide variety of approaches have been proposed. However, only a few studies have comprehensively compared medical image registration ap- proaches on a wide range of clinically rele

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ea28bc9afdd4d697dac164a4507f9841
http://arxiv.org/abs/2112.04489

Detection of Weak Defects in Weld Joints Based on Poisson Fusion and Deep Learning

Autor: Haihua Li, Jingyi Liu, Chen Xinli, Li Li, Wei Shuqi, Wang Hongbing, Jinxin Lv

Publikováno v: Communications in Computer and Information Science ISBN: 9789811519215

There exist crack, bar and round defects in the weld joints of pressure vessels and pipes, which are detected by the X radiographic inspection system. The check and evaluation for defects in the radiographic images are often done manually and the wor

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::6a7c76faf67250d734cd1eab8610c251
https://doi.org/10.1007/978-981-15-1922-2_21