Special Issue "Machine Learning Algorithms for Biomedical Signal Processing"
Deadline for manuscript submissions: 31 October 2020.
Interests: machine learning; biomedical signal/ image processing; microwave holography; radar; nondestructive testing
Interests: Blind source separation; Independent Component Analysis; Biomedical Signal Processing; Human Computer Interaction; Pattern Recognition
Special Issues and Collections in MDPI journals
Biomedical signal processing aims to provide greater insights into the analysis of the information flows from physiological signals using a variety of mathematical formulae and algorithms.
Many researchers have proposed various novel algorithms and mathematical methods to analyze biomedical signals that significantly pushing the state of the art of biomeasurement tools into a wide range of high-level tasks. Such progress can help to gain a greater perception and to make better decisions in clinical assessments.
The purpose of this Special Issue is to present recent advances in signal processing and machine learning for biomedical signal analysis. We are focusing on original research works in this field, covering new theories, implementations, and mathematical analysis and modeling of time series in living systems and biomedical signals. Potential topics of interest are related to recent advances in machine learning and signal analysis and processing but are not limited to:
- Biomedical signal processing and analysis;
- Biomedical image processing and analysis;
- Neural rehabilitation engineering;
- Biomedical big data processing;
- Signal/image processing for human machine interface;
- Time-frequency and nonstationary biosignal analysis;
- Machine learning in biomedical applications;
- Biometrics with biomedical signals;
- Statistical pattern recognition.
Dr. Maryam Ravan
Dr. Ganesh Naik
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. Algorithms is an international peer-reviewed open access monthly 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 1000 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.