Artificial Intelligence for Medical Image Analysis of NeuroImaging Data

752.8K

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634

authors

20

articles

Artificial Intelligence for Medical Image Analysis of NeuroImaging Data

752.8K

views

634

authors

20

articles

Editorial

21 May 2020

Editorial: Artificial Intelligence for Medical Image Analysis of Neuroimaging Data

Nianyin Zeng

,

Siyang Zuo

,

Guoyan Zheng

,

Yangming Ou

and

Tong Tong

3,788 views

11 citations

Editors

5

Shanghai Jiao Tong University

Yangming Ou

Harvard Medical School

Tong Tong

Fuzhou University

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About

With the development of advanced medical imaging techniques, a huge amount of medical images have been produced in various healthcare institutes and hospitals. Especially, there is a growing research interest on a more multidisciplinary approach to investigate brain structure or function in living humans or animals. In order to better interpret brain images, there is an increasing demand to introduce artificial intelligence methods such as machine learning, expert systems, robotics and perception, and evolutionary computation to automatically exploit useful information besides visual features. It should be pointed out that brain images themselves exhibit several distinguishing features that add to the difficulties in their analysis. In recent years, there have been many new research achievements in each aspect of artificial intelligence for brain images analysis. This Research Topic seeks original contributions which address the challenges of artificial intelligence for brain images analysis and welcomes researchers in this field to share their experiences and new research achievements.

Topics of this collection include (but are not limited to) artificial intelligence methods with their applications in:
• Computer-aided detection/diagnosis
• Classification and analysis of anatomical structures, lesions and lesion subtypes/stages
• Biomedical image segmentation
• Multiple modality fusion
• Medical image reconstruction
• Pathology image analysis
• Neuro-degeneration
• Neuro-development
• Neurological disorders
• Treatment evaluation
• Multi-site studies

Artificial intelligence methods include (but are not limited to):
• Machine learning
• Expert systems
• Knowledge representation
• Robotics and perception
• Deep neural networks
• Reinforcement learning
• Evolutionary computation

Topic editor Tong Tong is employed by company Imperial Vision Technology. All other topic editors declare no competing interests with regards to the Research Topic subject.

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Editors

Shanghai Jiao Tong University

Yangming Ou

Harvard Medical School

Tong Tong

Fuzhou University

Impact

752,817 Total views

682,712 Article views

61,436 Article downloads

8,669 Topic views

Published In

Frontiers in Neuroscience

Neurodegeneration, Brain Imaging Methods

Frontiers in Neuroimaging

Brain Imaging Methods

Frontiers in Psychiatry

Neurodegeneration

Frontiers in Neurology

Neurodegeneration, Brain Imaging Methods

Frontiers in Computational Neuroscience

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