IMR Press / JIN / Special Issues / 1639472941938

Application of Deep Learning and Machine Learning in Central Nervous System

Submission deadline: 31 August 2022
Special Issue Editor
Nguyen Quoc Khanh Le, MD
College of Medicine, Taipei Medical University, Taipei, Taiwan
Interests: Artificial intelligence; Radiomics; Bioinformatics; Proteomics; Medical informatics
Special Issue Information

Dear Colleagues, 

Recently, artificial intelligence (machine learning, deep learning, natural language processing, etc.) has been used successfully in a variety of fields and reached a promising performance. Thus, it has the potential to be applied in medicine to create an electronic brain that is capable of converting information from the vast data sources into possible medical outcomes. Such models have been continuously studied and improved, along with the expansion and completeness of databases or resources to support clinical decisions. Based on this idea, the current special issue opens a place for studies on AI applications in medicine, especially in central nervous system (CNS) diseases (e.g., Alzheimer, Parkinson, gliomas, etc.). All related studies that aim to implement computer-assisted diagnosis or decision support systems for CNS are welcome. The potential topics include:

  • Machine learning and deep learning applied to CNS diseases
  • Natural language processing extracted text information from CNS data 
  • Radiomics, radiogenomics applied to cancer-related CNS diseases 
  • Bioinformatics and genomics analysis on CNS diseases 
  • AI or Bioinformatics to understand the molecular functions of CNS diseases

 

Prof. Dr. Nguyen Quoc Khanh Le

Guest Editor

Keywords
Central nervous system
Artificial intelligence
Bioinformatics
Radiomics
Deep learning
Machine learning
Medical diagnosis support system
Computer-assist decision system
Gliomas
Neuroscience
Manuscript Submission Information

Manuscripts should be submitted via our online editorial system at https://imr.propub.com by registering and logging in to this website. Once you are registered, click here to start your submission. Manuscripts can be submitted now or up until the deadline. All papers will go through peer-review process. Accepted papers will be published in the journal (as soon as accepted) and meanwhile listed together on the special issue website. Research articles, reviews as well as short communications are preferred. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office to announce on this website.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts will be thoroughly refereed through a double-blind peer-review process. Please visit the Instruction for Authors page before submitting a manuscript. The Article Processing Charge (APC) in this open access journal is 1900 USD. Submitted manuscripts should be well formatted in good English.

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