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Advanced Computer-Aided Diagnosis Using Medical Images

This special issue belongs to the section “Machine Learning and Artificial Intelligence in Diagnostics“.

Special Issue Information

Dear Colleagues,

The Special Issue on Advanced Computer-Aided Diagnosis Using Medical Images focuses on the latest developments in its application to medical imaging and cancer research. This Special Issue is open to and welcomes contributions with a wide range of topics including, but not limited to: diffusion models, federated learning, contrastive learning, active learning, semi-supervised learning, graph neural networks, large language models (transformers such as ChatGPT) for CAD, radiomics, generalizability, and privacy considerations in the deployment of advanced deep learning models for CAD. The goal of this Special Issue is to showcase novel approaches or significant improvements in existing CAD methods and discuss the challenges and opportunities associated with the deployment of AI approaches in medical imaging.

Dr. Sara Harsini
Dr. Fereshteh Yousefirizi
Guest Editors

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 250 words) can be sent to the Editorial Office for assessment.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Diagnostics is an international peer-reviewed open access semimonthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2600 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • machine/deep learning
  • quantitative imaging
  • radio/genomics
  • bioinformatics
  • medical image analysis
  • computer-aided diagnosis

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Published Papers

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Diagnostics - ISSN 2075-4418