Research Topic

Digitalization and Infectious Diseases

About this Research Topic

Without doubt digitalization and machine learning will have a very profound impact on the daily workflow of modern hospitals in the future. In particular, the diagnostic process and the management of infectious diseases will be significantly improved due to data-driven approaches allowing the usage of digital ...

Without doubt digitalization and machine learning will have a very profound impact on the daily workflow of modern hospitals in the future. In particular, the diagnostic process and the management of infectious diseases will be significantly improved due to data-driven approaches allowing the usage of digital biomarkers, data supporting systems handling the large amount of healthcare related data generated from individual patients, and providing personalized advice based on big data and sophisticated algorithms.

This Research Topic aims to boost the knowledge of digitalization, machine learning and personalized health in infectious diseases by collecting papers from the key opinion leaders. Most recent breakthroughs and translation into applications to clinics will be described. Moreover, this Research Topic aims to connect traditionally separate disciplines: information technology, machine learning and big data, clinical microbiology and infectious diseases. We call for Reviews, Mini Reviews, Original Research papers and Brief Research Reports to cover the subtopics of clinical applications of technology with use cases, clinical focus of machine learning, data and infrastructure requirements, among others.


Keywords: Clinical Microbiology, Machine Learning, Clinical Translation, Digitalization


Important Note: All contributions to this Research Topic must be within the scope of the section and journal to which they are submitted, as defined in their mission statements. Frontiers reserves the right to guide an out-of-scope manuscript to a more suitable section or journal at any stage of peer review.

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Submission Deadlines

30 November 2020 Manuscript
30 December 2020 Manuscript Extension

Participating Journals

Manuscripts can be submitted to this Research Topic via the following journals:

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Topic Editors

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Submission Deadlines

30 November 2020 Manuscript
30 December 2020 Manuscript Extension

Participating Journals

Manuscripts can be submitted to this Research Topic via the following journals:

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