AIMC Topic: Diagnostic Imaging

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Segmentation, Detection, and Tracking of Stem Cell Image by Digital Twins and Lightweight Deep Learning.

Computational intelligence and neuroscience Apr 5, 2022
The current work aims to strengthen the research of segmentation, detection, and tracking methods of stem cell image in the fields of regenerative medicine and tissue damage restoration. Firstly, based on the relevant theories of stem cell image segm...
Diagnostic Imaging Image Processing, Computer-Assisted Stem Cells Deep Learning
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Recent advances and clinical applications of deep learning in medical image analysis.

Medical image analysis Apr 4, 2022
Deep learning has received extensive research interest in developing new medical image processing algorithms, and deep learning based models have been remarkably successful in a variety of medical imaging tasks to support disease detection and diagno...
Algorithms Deep Learning Humans Diagnostic Imaging Image Processing, Computer-Assisted Supervised Machine Learning
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Research Highlight: Use of Generative Images Created with Artificial Intelligence for Brain Tumor Imaging.

Korean journal of radiology Apr 4, 2022
Diagnostic Imaging Humans Brain Neoplasms Artificial Intelligence
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Can uncertainty estimation predict segmentation performance in ultrasound bone imaging?

International journal of computer assisted radiology and surgery Apr 4, 2022
PURPOSE: Segmenting bone surfaces in ultrasound (US) is a fundamental step in US-based computer-assisted orthopaedic surgeries. Neural network-based segmentation techniques are a natural choice for this, given promising results in related tasks. Howe...
Humans Neural Networks, Computer Diagnostic Imaging Uncertainty Image Processing, Computer-Assisted Ultrasonography
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BreastScreening-AI: Evaluating medical intelligent agents for human-AI interactions.

Artificial intelligence in medicine Mar 29, 2022
In this paper, we developed BreastScreening-AI within two scenarios for the classification of multimodal beast images: (1) Clinician-Only; and (2) Clinician-AI. The novelty relies on the introduction of a deep learning method into a real clinical wor...
Artificial Intelligence Diagnostic Imaging Humans
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The role of artificial intelligence in paediatric neuroradiology.

Pediatric radiology Mar 26, 2022
Imaging plays a fundamental role in the managing childhood neurologic, neurosurgical and neuro-oncological disease. Employing multi-parametric MRI techniques, such as spectroscopy and diffusion- and perfusion-weighted imaging, to the radiophenotyping...
Humans Machine Learning Radiology Artificial Intelligence Child Diagnostic Imaging Biomarkers
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Dual-Path Residual "Shrinkage" Network for Side-Scan Sonar Image Classification.

Computational intelligence and neuroscience Mar 24, 2022
The underwater environment is complicated and changeable and contains many noises, making it difficult to detect a particular object in the underwater environment. At present, the main seabed detection technology explores the seabed environment with ...
Diagnostic Imaging Neural Networks, Computer Image Processing, Computer-Assisted
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All-fiber high-speed image detection enabled by deep learning.

Nature communications Mar 17, 2022
Ultra-high-speed imaging serves as a foundation for modern science. While in biomedicine, optical-fiber-based endoscopy is often required for in vivo applications, the combination of high speed with the fiber endoscopy, which is vital for exploring t...
Diagnostic Imaging Endoscopy Optical Fibers Neural Networks, Computer Deep Learning
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A Machine-Learning-Based Medical Imaging Fast Recognition of Injury Mechanism for Athletes of Winter Sports.

Frontiers in public health Mar 17, 2022
The Beijing 2022 Winter Olympics will begin soon, which is mainly focused on winter sports. Athletes from different countries will arrive in Beijing one after another for training and competition. The health protection of athletes of winter sports is...
Seasons Athletes Diagnostic Imaging Athletic Injuries Support Vector Machine Humans
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An imaging-based artificial intelligence model for non-invasive grading of hepatic venous pressure gradient in cirrhotic portal hypertension.

Cell reports. Medicine Mar 15, 2022
The hepatic venous pressure gradient (HVPG) is the gold standard for cirrhotic portal hypertension (PHT), but it is invasive and specialized. Alternative non-invasive techniques are needed to assess the hepatic venous pressure gradient (HVPG). Here, ...
Liver Cirrhosis Hypertension, Portal Diagnostic Imaging Humans Artificial Intelligence Portal Pressure
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