AIMC Topic: Diagnostic Imaging

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Social Asymmetry, Artificial Intelligence and the Medical Imaging Landscape.

Seminars in nuclear medicine Dec 29, 2021
Social and health care equity and justice should be prioritized by the mantra of medicine, first do no harm. Despite highly motivated national and global health strategies, there remains significant health care inequity. Intrinsic and extrinsic facto...
Radiology Humans Diagnostic Imaging Artificial Intelligence
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Domain generalization on medical imaging classification using episodic training with task augmentation.

Computers in biology and medicine Dec 24, 2021
Medical imaging datasets usually exhibit domain shift due to the variations of scanner vendors, imaging protocols, etc. This raises the concern about the generalization capacity of machine learning models. Domain generalization (DG), which aims to le...
Radiography Diagnostic Imaging Machine Learning Computer Simulation
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A Case for the Use of Artificial Intelligence in Glaucoma Assessment.

Ophthalmology. Glaucoma Dec 22, 2021
We hypothesize that artificial intelligence (AI) applied to relevant clinical testing in glaucoma has the potential to enhance the ability to detect glaucoma. This premise was discussed at the recent Collaborative Community on Ophthalmic Imaging meet...
Artificial Intelligence Diagnostic Imaging Glaucoma Humans
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Reading the Mind of a Machine: Hopes and Hypes of Artificial Intelligence for Clinical Oncology Imaging.

Clinical oncology (Royal College of Radiologists (Great Britain)) Dec 11, 2021
Artificial Intelligence Diagnostic Imaging Humans Medical Oncology
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Artificial intelligence in functional imaging of the lung.

The British journal of radiology Dec 10, 2021
Artificial intelligence (AI) is transforming the way we perform advanced imaging. From high-resolution image reconstruction to predicting functional response from clinically acquired data, AI is promising to revolutionize clinical evaluation of lung ...
Machine Learning Diagnostic Imaging Humans Deep Learning Artificial Intelligence Lung
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A review of explainable and interpretable AI with applications in COVID-19 imaging.

Medical physics Dec 7, 2021
The development of medical imaging artificial intelligence (AI) systems for evaluating COVID-19 patients has demonstrated potential for improving clinical decision making and assessing patient outcomes during the recent COVID-19 pandemic. These have ...
Humans Artificial Intelligence SARS-CoV-2 Diagnostic Imaging COVID-19 Pandemics
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Construction and Evaluation of Intelligent Medical Diagnosis Model Based on Integrated Deep Neural Network.

Computational intelligence and neuroscience Nov 25, 2021
In recent years, as human life expectancy increases, birth rate decreases and health management concerns; the traditional Healthcare imaging system, with its uneven Healthcare imaging resources, high Healthcare imaging costs, and diagnoses often rely...
Delivery of Health Care Diagnostic Imaging Neural Networks, Computer Algorithms Humans
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Artificial intelligence for imaging-based COVID-19 detection: Systematic review comparing added value of AI versus human readers.

European journal of radiology Nov 16, 2021
PURPOSE: A growing number of studies have examined whether Artificial Intelligence (AI) systems can support imaging-based diagnosis of COVID-19-caused pneumonia, including both gains in diagnostic performance and speed. However, what is currently mis...
Humans COVID-19 Diagnostic Imaging SARS-CoV-2 Artificial Intelligence
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Generative Adversarial Networks in Cardiology.

The Canadian journal of cardiology Nov 13, 2021
Generative adversarial networks (GANs) are state-of-the-art neural network models used to synthesise images and other data. GANs brought a considerable improvement to the quality of synthetic data, quickly becoming the standard for data-generation ta...
Humans Cardiology Image Processing, Computer-Assisted Diagnostic Imaging Neural Networks, Computer
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[Artificial intelligence and medical imaging].

Bulletin du cancer Nov 12, 2021
The use of artificial intelligence methods for image recognition is one of the most developed branches of the AI field and these technologies are now commonly used in our daily lives. In the field of medical imaging, approaches based on artificial in...
Humans Diagnostic Imaging Artificial Intelligence Organs at Risk Machine Learning Lymphocytes, Tumor-Infiltrating Lung Neoplasms
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