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Deep Learning for Medical Image Analysis and Medical Natural Language Processing

Topic Information

Dear Colleagues,

This Special Issue mainly focuses on the application of deep learning to medical image analysis and medical natural language processing. We welcome original papers and review papers related to the topics below. In particular, this Special Issue welcomes the papers where both medical image analysis and medical natural language processing are used as multi-modal deep learning.
Research Topics:

  • Cutting-edge methodology/algorithm of deep learning for medical image analysis and medical natural language processing.
  • Clinical application of deep learning to medical image analysis and medical natural language processing which mainly focuses on cancer diagnosis and treatment.
  • Open-source software of deep learning which is used for cancer diagnosis and treatment.
  • Open data for medical image analysis and medical natural language processing which are useful for development and validation of deep learning.
  • Reproducibility/validation study for open-source software of deep learning used for cancer diagnosis and treatment.

Dr. Mizuho Nishio
Dr. Koji Fujimoto
Topic Editors

Keywords

  • deep learning
  • medical image analysis
  • natural language process
  • medical imaging
  • cancer

Participating Journals

Applied Sciences
Open Access
82,010 Articles
Launched in 2011
2.5Impact Factor
5.5CiteScore
20 DaysMedian Time to First Decision
Q2Highest JCR Category Ranking
Cancers
Open Access
33,947 Articles
Launched in 2009
4.4Impact Factor
8.8CiteScore
20 DaysMedian Time to First Decision
Q2Highest JCR Category Ranking
Diagnostics
Open Access
16,669 Articles
Launched in 2011
3.3Impact Factor
5.9CiteScore
21 DaysMedian Time to First Decision
Q1Highest JCR Category Ranking
Tomography
Open Access
993 Articles
Launched in 2015
2.2Impact Factor
3.5CiteScore
27 DaysMedian Time to First Decision
Q2Highest JCR Category Ranking

Published Papers