Artificial intelligence in ultrasound
YT Shen, L Chen, WW Yue, HX Xu - European Journal of Radiology, 2021 - Elsevier
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Deep learning in medical image registration
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 …
With the advent of deep learning, there have been significant advances in algorithmic …
A review of deep learning-based deformable medical image registration
The alignment of images through deformable image registration is vital to clinical
applications (eg, atlas creation, image fusion, and tumor targeting in image-guided …
applications (eg, atlas creation, image fusion, and tumor targeting in image-guided …
Artificial intelligence applications in prostate cancer
Artificial intelligence (AI) applications have enabled remarkable advancements in healthcare
delivery. These AI tools are often aimed to improve accuracy and efficiency of histopathology …
delivery. These AI tools are often aimed to improve accuracy and efficiency of histopathology …
Cross-modal attention for MRI and ultrasound volume registration
Prostate cancer biopsy benefits from accurate fusion of transrectal ultrasound (TRUS) and
magnetic resonance (MR) images. In the past few years, convolutional neural networks …
magnetic resonance (MR) images. In the past few years, convolutional neural networks …
A review of artificial intelligence in prostate cancer detection on imaging
I Bhattacharya, YS Khandwala… - … advances in urology, 2022 - journals.sagepub.com
A multitude of studies have explored the role of artificial intelligence (AI) in providing
diagnostic support to radiologists, pathologists, and urologists in prostate cancer detection …
diagnostic support to radiologists, pathologists, and urologists in prostate cancer detection …
[HTML][HTML] A review of deep learning-based three-dimensional medical image registration methods
Medical image registration is a vital component of many medical procedures, such as image-
guided radiotherapy (IGRT), as it allows for more accurate dose-delivery and better …
guided radiotherapy (IGRT), as it allows for more accurate dose-delivery and better …
Deep learning for medical image registration: A comprehensive review
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 …
analyses. In recent years, there has been a tremendous surge in the development of deep …
Learning a model-driven variational network for deformable image registration
Data-driven deep learning approaches to image registration can be less accurate than
conventional iterative approaches, especially when training data is limited. To address this …
conventional iterative approaches, especially when training data is limited. To address this …
DuSFE: Dual-Channel Squeeze-Fusion-Excitation co-attention for cross-modality registration of cardiac SPECT and CT
Myocardial perfusion imaging (MPI) using single-photon emission computed tomography
(SPECT) is widely applied for the diagnosis of cardiovascular diseases. Attenuation maps (μ …
(SPECT) is widely applied for the diagnosis of cardiovascular diseases. Attenuation maps (μ …