AIMC Topic: Diagnostic Imaging
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Trends in clinical validation and usage of US Food and Drug Administration-cleared artificial intelligence algorithms for medical imaging.
Clinical radiology
Oct 28, 2022
AIM: To examine the current landscape of US Food and Drug Administration (FDA)-approved artificial intelligence (AI) medical imaging devices and identify trends in clinical validation strategy.
Artificial intelligence-based methods for fusion of electronic health records and imaging data.
Scientific reports
Oct 26, 2022
Healthcare data are inherently multimodal, including electronic health records (EHR), medical images, and multi-omics data. Combining these multimodal data sources contributes to a better understanding of human health and provides optimal personalize...
The transformational potential of molecular radiomics.
Journal of medical radiation sciences
Oct 13, 2022
Conventional radiomics in nuclear medicine involve hand-crafted and computer-assisted regions of interest. Recent developments in artificial intelligence (AI) have seen the emergence of AI-augmented segmentation and extraction of lower order traditio...
Preventing Artificial Intelligence in Medical Imaging From Perpetuating Health Care Biases and Disparities.
Journal of the American College of Radiology : JACR
Oct 5, 2022
Model for ASsessing the value of Artificial Intelligence in medical imaging (MAS-AI).
International journal of technology assessment in health care
Oct 3, 2022
OBJECTIVES: Artificial intelligence (AI) is seen as a major disrupting force in the future healthcare system. However, the assessment of the value of AI technologies is still unclear. Therefore, a multidisciplinary group of experts and patients devel...
Artificial Intelligence in Lung Imaging.
Seminars in respiratory and critical care medicine
Sep 29, 2022
Recently, interest and advances in artificial intelligence (AI) including deep learning for medical images have surged. As imaging plays a major role in the assessment of pulmonary diseases, various AI algorithms have been developed for chest imaging...
Radiomics in neuro-oncological clinical trials.
The Lancet. Digital health
Sep 28, 2022
The development of clinical trials has led to substantial improvements in the prevention and treatment of many diseases, including brain cancer. Advances in medicine, such as improved surgical techniques, the development of new drugs and devices, the...
A Review on Multiscale-Deep-Learning Applications.
Sensors (Basel, Switzerland)
Sep 28, 2022
In general, most of the existing convolutional neural network (CNN)-based deep-learning models suffer from spatial-information loss and inadequate feature-representation issues. This is due to their inability to capture multiscale-context information...
A Novel Reconstruction Algorithm with High Performance for Compressed Ultrafast Imaging.
Sensors (Basel, Switzerland)
Sep 28, 2022
Compressed ultrafast photography (CUP) is a type of two-dimensional (2D) imaging technique to observe ultrafast processes. Intelligence reconstruction methods that influence the imaging quality are an essential part of a CUP system. However, existing...
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