Special Issue "Simulations and Machine Learning via Big Data for Prediction, Detection, Treatment or Rehabilitation in the Healthcare Process"
A special issue of International Journal of Environmental Research and Public Health (ISSN 1660-4601). This special issue belongs to the section "Health Care Sciences & Services".
Deadline for manuscript submissions: 31 January 2022.
Interests: Parrondo’s paradox; evolutionary game theory; network science; data science; AI/ML in medicine/healthcare
Special Issues and Collections in MDPI journals
Prediction, detection, treatment, and rehabilitation are of great importance in any healthcare process. The complexity of healthcare brings with it the need to perform simulations and/or apply machine learning algorithms for prediction, detection, treatment or rehabilitation. With the rise in big data, these data can also be used to enhance the current systems of modeling or predictive analysis. Therefore, it is in the interest, as part of enhancing modern healthcare, to tap into big data using viable simulations and machine learning techniques to enhance the state of our current healthcare services.
This Special Issue offers an opportunity for novel interdisciplinary research and reviews that report on the extensive range of simulation or machine learning techniques applied to public healthcare using big data. We welcome manuscripts focusing on, but not restricted to, medical technologies, clinical practice, complexity study, simulations and validation through data fitting, machine learning, and novel methods of collecting data in healthcare. The study should cover aspects of detection, treatment or rehabilitation.
Dr. Kang Hao Cheong
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. International Journal of Environmental Research and Public Health 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 2300 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.
- early detection
- diagnosis and treatment
- decision making
- classification of early symptoms
- end of life care
- deep learning
- artificial intelligence and machine learning algorithms
- big data curation
- medical data
- medical informatics
- transformational healthcare
- healthcare technology
- assistive technology