AIMC Topic: Diagnostic Imaging
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The Enterprise Imaging Value Proposition.
Journal of digital imaging
Feb 1, 2020
As resources in the healthcare environment continue to wane, leaders are seeking ways to continue to provide quality care bounded by the constraints of a reduced budget. This manuscript synthesizes the experience from a number of institutions to prov...
[Overview of image-to-image translation by use of deep neural networks: Denoising, super-resolution, modality conversion, and reconstruction in medical imaging].
Igaku butsuri : Nihon Igaku Butsuri Gakkai kikanshi = Japanese journal of medical physics : an official journal of Japan Society of Medical Physics
Jan 1, 2020
Deep Learning: A Breakthrough in Medical Imaging.
Current medical imaging
Jan 1, 2020
Deep learning has attracted great attention in the medical imaging community as a promising solution for automated, fast and accurate medical image analysis, which is mandatory for quality healthcare. Convolutional neural networks and its variants ha...
Deep Learning Approaches Towards Skin Lesion Segmentation and Classification from Dermoscopic Images - A Review.
Current medical imaging
Jan 1, 2020
BACKGROUND: Automated intelligent systems for unbiased diagnosis are primary requirement for the pigment lesion analysis. It has gained the attention of researchers in the last few decades. These systems involve multiple phases such as pre-processing...
A Comprehensive Review on Nature Inspired Neural Network based Adaptive Filter for Eliminating Noise in Medical Images.
Current medical imaging
Jan 1, 2020
BACKGROUND: Various kind of medical imaging modalities are available for providing noninvasive view and for analyzing any pathological symptoms of human beings. Different noise may appear in those modalities at the time of acquisition, transmission, ...
Deep Learning in Medical Image Analysis.
Advances in experimental medicine and biology
Jan 1, 2020
Deep learning is the state-of-the-art machine learning approach. The success of deep learning in many pattern recognition applications has brought excitement and high expectations that deep learning, or artificial intelligence (AI), can bring revolut...
Financing Artificial Intelligence in Medical Imaging: Show Me the Money.
Journal of the American College of Radiology : JACR
Jan 1, 2020
An Intelligent Future for Medical Imaging: A Market Outlook on Artificial Intelligence for Medical Imaging.
Journal of the American College of Radiology : JACR
Jan 1, 2020
Radiologists today are under increasing work pressure. We surveyed radiologists in the United States across practice settings, and the overwhelming majority reported an increased workload. Artificial intelligence (AI), which includes machine learning...
How Artificial Intelligence Will Change Medicine.
Nature
Dec 1, 2019
Artificial intelligence in detecting early RA.
Seminars in arthritis and rheumatism
Dec 1, 2019
To prevent chronicity of Rheumatoid Arthritis (RA) by early treatment, detecting inflammatory signs in an early phase is essential. Since Magnetic Resonance Imaging (MRI) of the wrist, hand and foot can detect inflammation before it is clinically det...
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