Image and Video Processing · Electrical Eng. & Systems
Introduction to Medical Image Registration with DeepReg, Between Old and New
N. Montana Brown, Y. Fu, S. U. Saeed, A. Casamitjana +9
2020-09-08
Image and Video Processing · Electrical Eng. & Systems
Deep Learning for Medical Image Registration: A Comprehensive Review
Subrato Bharati, M. Rubaiyat Hossain Mondal, Prajoy Podder, V. B. Surya Prasath
2022-04-26
Image and Video Processing · Electrical Eng. & Systems
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning
Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung +49
2022-10-11
Image and Video Processing · Electrical Eng. & Systems
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond
Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian +4
2024-11-04
Image and Video Processing · Electrical Eng. & Systems
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review
Hamid Reza Boveiri, Raouf Khayami, Reza Javidan, Ali Reza MehdiZadeh
2020-08-14
Image and Video Processing · Electrical Eng. & Systems
GroupRegNet: A Groupwise One-shot Deep Learning-based 4D Image Registration Method
Yunlu Zhang, Xue Wu, H. Michael Gach, Harold Li +1
2021-01-15
Image and Video Processing · Electrical Eng. & Systems
Deep Learning in Medical Image Registration: A Review
Yabo Fu, Yang Lei, Tonghe Wang, Walter J. Curran +2
2020-12-02
Image and Video Processing · Electrical Eng. & Systems
Medical image registration using unsupervised deep neural network: A scoping literature review
Samaneh Abbasi, Meysam Tavakoli, Hamid Reza Boveiri, Mohammad Amin Mosleh Shirazi +4
2022-08-04
Image and Video Processing · Electrical Eng. & Systems
DeeperHistReg: Robust Whole Slide Images Registration Framework
Marek Wodzinski, Niccolò Marini, Manfredo Atzori, Henning Müller
2024-04-24
Computer Vision and Pattern Recognition · Computer Science
A Comparative Analysis of Registration Tools: Traditional vs Deep Learning Approach on High Resolution Tissue Cleared Data
Abdullah Nazib, Clinton Fookes, Dimitri Perrin
2018-10-22
Computer Vision and Pattern Recognition · Computer Science
Medical Image Registration and Its Application in Retinal Images: A Review
Qiushi Nie, Xiaoqing Zhang, Yan Hu, Mingdao Gong +1
2024-03-26
Computer Vision and Pattern Recognition · Computer Science
SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registration
Joel Honkamaa, Pekka Marttinen
2024-12-03
Computer Vision and Pattern Recognition · Computer Science
All-in-one platform for AI R&D in medical imaging, encompassing data collection, selection, annotation, and pre-processing
Changhee Han, Kyohei Shibano, Wataru Ozaki, Keishiro Osaki +5
2024-03-12
Image and Video Processing · Electrical Eng. & Systems
Automated computed tomography and magnetic resonance imaging segmentation using deep learning: a beginner's guide
Diedre Carmo, Gustavo Pinheiro, Lívia Rodrigues, Thays Abreu +2
2023-04-13
Computer Vision and Pattern Recognition · Computer Science
Deep learning based registration using spatial gradients and noisy segmentation labels
Théo Estienne, Maria Vakalopoulou, Enzo Battistella, Alexandre Carré +5
2021-04-12
Computer Vision and Pattern Recognition · Computer Science
Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective Functions
Xin Fan, Zi Li, Ziyang Li, Xiaolin Wang +3
2023-08-15
Information Retrieval · Computer Science
DeepRec: An Open-source Toolkit for Deep Learning based Recommendation
Shuai Zhang, Yi Tay, Lina Yao, Bin Wu +1
2019-05-28
Computer Vision and Pattern Recognition · Computer Science
DeepNeuro: an open-source deep learning toolbox for neuroimaging
Andrew Beers, James Brown, Ken Chang, Katharina Hoebel +3
2018-08-15
Computer Vision and Pattern Recognition · Computer Science
NeurReg: Neural Registration and Its Application to Image Segmentation
Wentao Zhu, Andriy Myronenko, Ziyue Xu, Wenqi Li +4
2019-10-07
Cryptography and Security · Computer Science
DeepKeyGen: A Deep Learning-based Stream Cipher Generator for Medical Image Encryption and Decryption
Yi Ding, Fuyuan Tan, Zhen Qin, Mingsheng Cao +2
2020-12-22
Cryptography and Security · Computer Science
DeepEDN: A Deep Learning-based Image Encryption and Decryption Network for Internet of Medical Things
Yi Ding, Guozheng Wu, Dajiang Chen, Ning Zhang +3
2020-12-22