Deep Learning In Medical Image Registration A Survey

Deep Learning in Medical Image …

https://arxiv.org/abs/1903.02026

Deep learning in medical image registration: a survey

https://link.springer.com/article/10.1007/s00138-020-01060-x

Comprehensive review articles that survey the application of deep learning to medical image analysis [59, 63], reinforcement learning , and the application of GANs …

[2204.11341] Deep Learning for Medical Image …

https://arxiv.org/abs/2204.11341

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 …

Deep learning in medical image registration: a review

https://pubmed.ncbi.nlm.nih.gov/32217829/

This paper presents a review of deep learning (DL)-based medical image registration methods. We summarized the latest developments and applications of DL …

Deep learning in medical image registration: a survey

https://dlnext.acm.org/doi/abs/10.1007/s00138-020-01060-x

The rapid adoption of deep learning for image registration applications over the past few years necessitates a comprehensive summary and outlook, which is the main scope of …

Deep Learning in Medical Image …

https://deepai.org/publication/deep-learning-in-medical-image-registration-a-survey

Mar 5, 2019

Deep Learning in Medical Image Registration: A Survey

https://www.researchgate.net/publication/331561735_Deep_Learning_in_Medical_Image_Registration_A_Survey

The rapid adoption of deep learning for image registration applications over the past few years necessitates a comprehensive summary and outlook, which is the …

Deep Learning in Medical Image Registration: A Survey

https://ui.adsabs.harvard.edu/abs/2019arXiv190302026H/abstract

This survey, therefore, outlines the evolution of deep learning based medical image registration in the context of both research challenges and relevant innovations in the …

A survey on deep learning in medical image analysis

https://www.sciencedirect.com/science/article/pii/S1361841517301135

Summarizing, with this survey we aim to: • show that deep learning techniques have permeated the entire field of medical image analysis; • identify the …

A Survey on Medical Image Registration Using Deep …

https://link.springer.com/chapter/10.1007/978-3-030-24051-6_48

This survey presents a deep learning-based image registration algorithm to learn spatial transformation between different images. It covers recent trends with …