Application of Artificial Intelligence in Infectious Disease Diagnosis
A special issue of Diagnostics (ISSN 2075-4418). This special issue belongs to the section "Diagnostic Microbiology and Infectious Disease".
Deadline for manuscript submissions: 28 February 2026 | Viewed by 1
Special Issue Editor
Interests: mobile health; diagnostics; disease surveillance; immunoassays; data science
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Infectious disease diagnostics stand at a transformative crossroads, where clinical medicine converges with disruptive technologies to redefine healthcare delivery. The convergence of mobile health (mHealth) platforms, artificial intelligence (AI)-driven analytics, and miniaturized diagnostic technologies is ushering in a new era of decentralized precision diagnostics.
This Special Issue highlights innovations that
- Democratize testing through smartphone-based devices, wearable sensors, and frugal diagnostics for low-resource settings;
- Harness AI/ML for real-time pathogen detection, antimicrobial resistance prediction, and outbreak forecasting;
- Bridge the diagnostic gap between clinics and communities via telemedicine-integrated platforms and cloud-based surveillance networks;
- Push the boundaries of assay design with CRISPR-based diagnostics, lab-on-a-chip systems, and multi-omics integration.
We invite contributions that explore technology development, clinical validation, or implementation science. Original research articles and reviews are welcome. Important, novel and interesting short communications and interesting images will also be considered. Research areas will mainly include (but are not limited to) the following:
- AI-enhanced mobile diagnostics (e.g., image-based pathogen identification);
- Digital epidemiology tools (e.g., contact-tracing apps);
- Point-of-care device innovations (e.g., paper-based assays, nanomaterial sensors).
Dr. Thomas Foster Scherr
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. Diagnostics 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.
Keywords
- infectious diseases
- mobile health
- machine learning
- epidemiology
- disease surveillance
- diagnostics
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