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Special Issue "Explainable AI in Medical Sensors"

A special issue of Sensors (ISSN 1424-8220). This special issue belongs to the section "Biomedical Sensors".

Deadline for manuscript submissions: 30 November 2021.

Special Issue Editors

Dr. Yu-Dong Zhang
E-Mail Website
Guest Editor
Informatics Building School of Informatics University of Leicester, Leicester LE1 7RH, UK
Interests: artificial intelligence; medical sensor
Prof. Dr. Juan Manuel Gorriz
E-Mail Website
Guest Editor
Department of Signal Theory, Telematics and Communications, University of Granada, Granada 18071, Spain
Interests: artificial intelligence; statistical signal processing; biomedical applications; machine learning
Special Issues and Collections in MDPI journals
Prof. Dr. Yuankai Huo
E-Mail Website
Guest Editor
Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN, USA
Interests: biomedical data representation; data mining; artificial intelligence
Special Issues and Collections in MDPI journals

Special Issue Information

Dear Colleagues,

There exist many biomedical sensors, such as ultrasound sensors, chemical analysis sensors, biomaterial sensors, fluid flow sensors, MRI sensors, etc., in current medical research. These medical sensors are being developed with the help of advanced signal processing techniques. Meanwhile, artificial intelligence (AI) has gained recognition for its success in processing sensor data. Most AI models present impressively predictive accuracies, but they are recognized as “black boxes”. This proposal aims to provide diverse but complementary contributions to demonstrate the new developments and applications for explainable AI in processing medical sensor data.

Dr. Yu-Dong Zhang
Prof. Dr. Juan Manuel Gorriz
Prof. Dr. Yuankai Huo
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 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. Sensors 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 2200 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

  • machine learning
  • deep learning
  • medical sensor
  • explainable artificial intelligence
  • medical image analysis
  • graph neural network
  • big data
  • imaging sensors

Published Papers

This special issue is now open for submission.
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