Special Issue "Machine Learning in Healthcare and Biomedical Application II"

A special issue of Algorithms (ISSN 1999-4893). This special issue belongs to the section "Evolutionary Algorithms and Machine Learning".

Deadline for manuscript submissions: 1 October 2022 | Viewed by 309

Special Issue Editor

Dr. Alessia Sarica
E-Mail Website
Guest Editor
Neuroscience Research Center, Department of Medical and Surgical Sciences, Magna Graecia University of Catanzaro, 88100 Catanzaro, Italy
Interests: machine learning; decision trees; ensemble learning; computer-aided diagnosis; neurosciences; neuroimaging
Special Issues, Collections and Topics in MDPI journals

Special Issue Information

Dear Colleagues,

In the first volume of the present Special Issue, scholars presented their original scientific works on the topic “Machine Learning in Healthcare and Biomedical Application” and they demonstrated how Machine Learning (ML) could represent a valuable support in clinical decisions. Given the success of this collection, we invite you to participate to the 2nd volume of the present Special Issue, which focuses on the revolutionary changes to medicine brought about by ML. In particular, we aim to present the most recent discoveries on the application of new or state-of-the-art ML algorithms (e.g., supervised and unsupervised learning; feature selection, extraction and reduction; ensemble learning; deep learning; interpretability and explainability of ML models) in areas related, but not limited to · Disease identification, differential diagnosis, and prognosis; · Bioimage processing and analysis; · Emotion recognition in healthcare; · Cognitive and psychological profiling; · Epidemic outbreak prediction; · Personalized medicine. Contributions such as systematic reviews or meta-analyses on the above-mentioned topics are also welcome.

Dr. Alessia Sarica
Guest Editor

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 1400 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.


  •  machine learning for healthcare
  •  computer-aided diagnosis
  •  automatic clinical decision
  •  epidemic outbreak prediction algorithms
  •  personalized medicine

Published Papers

This special issue is now open for submission.
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