AIMC Topic: Image Processing, Computer-Assisted

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FDB-Net: Fusion double branch network combining CNN and transformer for medical image segmentation.

Journal of X-ray science and technology Jan 1, 2024
BACKGROUND: The rapid development of deep learning techniques has greatly improved the performance of medical image segmentation, and medical image segmentation networks based on convolutional neural networks and Transformer have been widely used in ...
Deep Learning Algorithms Image Processing, Computer-Assisted Tomography, X-Ray Computed Humans Neural Networks, Computer
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DKCNN: Improving deep kernel convolutional neural network-based COVID-19 identification from CT images of the chest.

Journal of X-ray science and technology Jan 1, 2024
BACKGROUND: An efficient deep convolutional neural network (DeepCNN) is proposed in this article for the classification of Covid-19 disease.
Tomography, X-Ray Computed Thorax Betacoronavirus SARS-CoV-2 Neural Networks, Computer Pneumonia, Viral Deep Learning Image Processing, Computer-Assisted Pandemics Humans Coronavirus Infections COVID-19 Algorithms
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Super-resolution based Nodule Localization in Thyroid Ultrasound Images through Deep Learning.

Current medical imaging Jan 1, 2024
BACKGROUND: Currently, it is difficult to find a solution to the inverse inappropriate problem, which involves restoring a high-resolution image from a lowresolution image contained within a single image. In nature photography, one can capture a wide...
Thyroid Nodule Image Processing, Computer-Assisted Image Interpretation, Computer-Assisted Thyroid Gland Ultrasonography Humans Deep Learning
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A fusion of deep neural networks and game theory for retinal disease diagnosis with OCT images.

Journal of X-ray science and technology Jan 1, 2024
Retinal disorders pose a serious threat to world healthcare because they frequently result in visual loss or impairment. For retinal disorders to be diagnosed precisely, treated individually, and detected early, deep learning is a necessary subset of...
Humans Neural Networks, Computer Retina Image Interpretation, Computer-Assisted Game Theory Algorithms Deep Learning Image Processing, Computer-Assisted Retinal Diseases Reproducibility of Results Tomography, Optical Coherence
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Intelligent deep learning supports biomedical image detection and classification of oral cancer.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: Oral cancer is a malignant tumor that usually occurs within the tissues of the mouth. This type of cancer mainly includes tumors in the lining of the mouth, tongue, lips, buccal mucosa and gums. Oral cancer is on the rise globally, especi...
Mouth Neoplasms Image Interpretation, Computer-Assisted Deep Learning Image Processing, Computer-Assisted Neural Networks, Computer Sensitivity and Specificity Humans
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Super-resolution of diffusion-weighted images using space-customized learning model.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: Diffusion-weighted imaging (DWI) is a noninvasive method used for investigating the microstructural properties of the brain. However, a tradeoff exists between resolution and scanning time in clinical practice. Super-resolution has been e...
Connectome Diffusion Magnetic Resonance Imaging Deep Learning Image Processing, Computer-Assisted Neural Networks, Computer Brain Humans
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Optimizing cardiovascular image segmentation through integrated hierarchical features and attention mechanisms.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: Cardiovascular diseases are the top cause of death in China. Manual segmentation of cardiovascular images, prone to errors, demands an automated, rapid, and precise solution for clinical diagnosis.
Humans Deep Learning China Image Processing, Computer-Assisted Algorithms Cardiovascular Diseases
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Intelligent quality control of traditional chinese medical tongue diagnosis images based on deep learning.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2024
BACKGROUND: Computer-aided tongue and face diagnosis technology can make Traditional Chinese Medicine (TCM) more standardized, objective and quantified. However, many tongue images collected by the instrument may not meet the standard in clinical app...
Medicine, Chinese Traditional Quality Control Tongue Deep Learning Image Processing, Computer-Assisted Humans Algorithms
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A novel deep learning technique for medical image analysis using improved optimizer.

Health informatics journal Jan 1, 2024
Application of Convolutional neural network in spectrum of Medical image analysis are providing benchmark outputs which converges the interest of many researchers to explore it in depth. Latest preprocessing technique Real ESRGAN (Enhanced super reso...
Humans Deep Learning Image Processing, Computer-Assisted Neural Networks, Computer Diagnostic Imaging Algorithms
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Automatic Optic Nerve Assessment From Transorbital Ultrasound Images: A Deep Learning-based Approach.

Current medical imaging Jan 1, 2024
BACKGROUND: Transorbital Ultrasonography (TOS) is a promising imaging technology that can be used to characterize the structures of the optic nerve and the potential alterations that may occur in those structures as a result of an increase in intracr...
Image Processing, Computer-Assisted Optic Nerve Humans Deep Learning Neural Networks, Computer Ultrasonography
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