Image registration is a fundamental task in multiple medical image analysis applications. With the advent of deep learning, there have been significant advances in algorithmic …
DeepReg: a deep learning toolkit for medical image registration Page 1 arXiv:2011.02580v1 [eess.IV] 4 Nov 2020 DEEPREG: A DEEP LEARNING TOOLKIT FOR MEDICAL IMAGE …
The establishment of image correspondence through robust image registration is critical to many clinical tasks such as image fusion, organ atlas creation, and tumor growth monitoring …
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 …
Image registration is a critical component in the applications of various medical image analyses. In recent years, there has been a tremendous surge in the development of deep …
J Zou, B Gao, Y Song, J Qin - Frontiers in Oncology, 2022 - frontiersin.org
The alignment of images through deformable image registration is vital to clinical applications (eg, atlas creation, image fusion, and tumor targeting in image-guided …
S Abbasi, M Tavakoli, HR Boveiri, MAM Shirazi… - … Signal Processing and …, 2022 - Elsevier
In medicine, image registration is vital in image-guided interventions and other clinical applications. However, it is a difficult subject to be addressed which by the advent of …
D Mahapatra, Z Ge - 2019 IEEE 16th International Symposium …, 2019 - ieeexplore.ieee.org
Registration is an important task in automated medical image analysis. Although deep learning (DL) based image registration methods out perform time consuming conventional …
Image registration is a crucial and fundamental procedure in medical image analysis. Although many registration methods have been proposed, it is still a challenging task in …