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Overview of deep learning in medical imaging - PubMed
- https://pubmed.ncbi.nlm.nih.gov/28689314/
- In this paper, the area of deep learning in medical imaging is overviewed, including (1) what was changed in machine learning before and after the introduction of deep learning, (2) what is the source of the power of deep learning, (3) two major deep-learning models: a …
Medical image analysis based on deep learning approach
- https://link.springer.com/article/10.1007/s11042-021-10707-4
- Medical imaging plays a significant role in different clinical applications such as medical procedures used for early detection, monitoring, diagnosis, and treatment …
Artificial intelligence with deep learning in nuclear medicine and ...
- https://ejnmmiphys.springeropen.com/articles/10.1186/s40658-021-00426-y
- Schematic of a fully connected neural network. \({left}:\) An artificial neuron or perceptron, where the output y is calculated as a sum of weighted inputs \({x} …
Medical image analysis with artificial neural networks
- https://www.sciencedirect.com/science/article/abs/pii/S0895611110000741
- Given that neural networks have been widely reported in the research community of medical imaging, we provide a focused literature survey on recent neural …
Medical image analysis with artificial neural networks
- https://pubmed.ncbi.nlm.nih.gov/20713305/
- Given that neural networks have been widely reported in the research community of medical imaging, we provide a focused literature survey on recent neural network …
Cloud-based medical imaging reconstruction using deep …
- https://aws.amazon.com/blogs/machine-learning/cloud-based-medical-imaging-reconstruction-using-deep-neural-networks/
- Medical imaging techniques like computed tomography (CT), magnetic resonance imaging (MRI), medical x-ray imaging, ultrasound imaging, and others are …
Artificial intelligence enhances MRI scans …
- https://www.nih.gov/news-events/nih-research-matters/artificial-intelligence-enhances-mri-scans
- Doctors rely on the results of MRI scans and other imaging tests to view inside a patient’s body. These pictures can help doctors find abnormal tissue. MRI scanners use radio waves and a strong …
Neural Network Techniques in Medical Image Processing
- https://link.springer.com/chapter/10.1007/978-981-15-1275-9_38
- Abstract. The paper is a critical review of the uses of neural network in medical imaging process. First, a thorough review of machine-learning-based artificial …
Artificial neural networks in medical …
- https://www.researchgate.net/publication/228604205_Artificial_neural_networks_in_medical_imaging_systems
- The aim of this paper is to provide a snapshot of the application of neural network systems in medical imaging. A few selected case studies are presented, covering the application of …
Reconstruction: CT Imaging – CAMCA
- https://camca.mgh.harvard.edu/research/medical-image-reconstruction/ct-imaging/
- Iterative Low-dose CT Reconstruction with Priors Trained by Artificial Neural Network. A novel iterative reconstruction method combined with deep learning was proposed for low …
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