Computational Methods for Computer Vision and Medical Image Analysis

Dear Colleagues,

The tremendous recent advancements in computational methods have significantly transformed the fields of computer vision and medical image analysis. This Special Issue in MDPI’s Mathematics is dedicated to showcasing cutting-edge research that bridges theoretical developments in mathematics with practical applications in these domains. We aim to highlight innovative algorithms, novel mathematical models, and efficient computational techniques that push the boundaries of what is possible in visual data interpretation and medical diagnostics.

The scope of this Issue encompasses a wide range of topics, including but not limited to deep learning architectures, image segmentation, pattern recognition, and optimization methods for medical imaging. Contributions addressing emerging challenges—such as multi-modal data fusion, 3D reconstruction, and real-time analysis—are particularly welcomed. By encouraging interdisciplinary dialogue, we seek to foster a deeper understanding of how mathematical theories can be translated into robust solutions for complex imaging problems in healthcare and beyond.

As editors, we invite researchers from various backgrounds to submit their work to this Special Issue. Our goal is to cultivate a platform where pioneering ideas converge, facilitating collaborations that lead to both theoretical advancements and practical breakthroughs. We look forward to receiving submissions that not only contribute to the scientific community but also pave the way for innovative technologies in computer vision and medical image analysis.

We look forward to receiving your contributions.

Dr. George Kastis
Dr. Nicholas E. Protonotarios
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. Mathematics 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.