Special Issue "Artificial Intelligence for Medical Image Analysis"
Deadline for manuscript submissions: 30 September 2020.
Interests: image processing; image analysis; image segmentation; artificial intelligence; deep learning; machine learning; computer aided diagnosis; applied computer science
We are inviting submissions to the Special Issue on Artificial Intelligence for Medical Image Analysis.
Over the last few years, we have witnessed artificial intelligence (AI) revolutionizing the sector of medical imaging. Numerous AI-based tools have been developed to automate medical image analysis and improve automated image interpretation. Especially, deep learning approaches have demonstrated exceptional performance in the screening and diagnosis of many diseases. A further challenge of AI‐driven solutions is to develop tools for a personalized disease assessment through deep learning models by taking advantage of their ability to learn patterns and relationships in data, utilizing massive volumes of medical images, and combining radiomics extracted from them with other forms of medical data.
With the above mentioned in mind, this Special Issue aims to promote the latest cutting edge AI-driven research in medical image processing and analysis. Of particular interest are submissions regarding computer-aided diagnosis and improvement of automated image interpretation. However, contributions concerning other aspects of medical image processing (including, but not limited to image quality improvement, image restoration, image segmentation, image registration, radiomics analysis) are also welcomed.
Dr. Hab. Anna Fabijańska
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 papers will be 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 100 words) can be sent to the Editorial Office for announcement on this website.
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. Applied Sciences 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 1800 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.
- artificial intelligence
- big data
- computer aided diagnosis
- deep learning
- image guided therapy
- image registration
- image restoration
- image segmentation
- machine learning
- personalized medicine
- prediction of clinical outcomes