Advancements in Signal Processing and Machine Learning for Healthcare
A special issue of Algorithms (ISSN 1999-4893). This special issue belongs to the section "Algorithms and Mathematical Models for Computer-Assisted Diagnostic Systems".
Deadline for manuscript submissions: 31 January 2025 | Viewed by 1049
Special Issue Editors
Interests: health data science; bedside and remote patient monitoring; wearable computing; cardiovascular monitoring
Interests: biomedical signal processing; AI for healthcare; wearable and contactless vital sign monitoring; brain-machine interfaces; biomedical circuits and systems
Interests: medical informatics; smart homes; fall detection; sensor technologies for healthcare
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
We invite you to submit your latest research in the development of signal processing and machine learning algorithms to this Special Issue, “Advancements in Signal Processing and Machine Learning for Healthcare”. This Special Issue aims to highlight the latest innovations and breakthroughs at the intersection of signal processing, machine learning, and healthcare, with a particular emphasis on advancing the fields of health monitoring, diagnosis, and personalized care. As the integration of technology into healthcare continues to evolve, signal processing and machine learning techniques play increasingly pivotal roles in extracting meaningful insights from complex healthcare data, ultimately leading to improved patient outcomes and enhanced quality of care. Topics of interest include but are not limited to physiological signal processing, wearable devices, remote monitoring systems, predictive modeling, medical imaging analysis, clinical decision support systems, and personalized medicine. We welcome submissions that address challenges in data acquisition, processing, analysis, interpretation, and decision making, with the overarching goals of advancing state-of-the-art healthcare technology and transforming the delivery of healthcare services.
Dr. Shaoxiong Sun
Dr. Nur Ahmadi
Dr. Wei Lu
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 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 1600 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
- biomedical signal processing
- machine learning
- wearable devices/computing
- medical imaging
- contact/contactless monitoring
- sensor fusion
- health informatics
- remote patient monitoring
- disease modeling
- health data science
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