Artificial Intelligence in Human Diseases: New Advances and Future Trends
A special issue of Diagnostics (ISSN 2075-4418). This special issue belongs to the section "Machine Learning and Artificial Intelligence in Diagnostics".
Deadline for manuscript submissions: closed (30 July 2023) | Viewed by 9480
Interests: data science; data security; eHealth
Special Issues, Collections and Topics in MDPI journals
The COVID-19 pandemic has highlighted the importance of rapid action when a new disease emerges. Fast and reliable diagnosis can protect us from the causes of morbidity and mortality. Despite significant improvements in the diagnosis, treatment, and prevention of diseases, the advent of new diseases poses a pressing challenge to society, underlining the demand for improved countermeasures and fast diagnosis and treatment. Artificial intelligence (AI) facilitates the intelligent, rapid processing and analysis of huge and complex data. In AI, human intellectual processes are simulated by a computer-based system. Machine learning (ML) is a sub-discipline of AI. ML-based systems has the ability to learn from samples in data using statistical models without explicit programming. Deep learning (DL) is a subset of ML that leverages artificial neural networks.
AI has the ability to process the massive amount of medical and biological data that are generated daily. Without AI-based systems, this task could not be achieved due to sheer scale and complexity of it. By strategically applying ML and DL techniques, the healthcare industry and professionals can respond to the threat of emergent diseases. The strength of AI-based models has been exploited in a wide range of applications from public health to disease prediction to drug development.
In this Special Issue, we seek new advances and future trends, recent research, and applications of human disease prediction and diagnosis using Artificial Intelligence.
Prof. Dr. Mehedi Masud
Manuscript Submission Information
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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.
- computational intelligence
- Explainable Artificial Intelligence (EAI)
- deep learning and transfer learning for smart healthcare
- AI-based diagnosis
- next-generation telehealth/telecare
- ambient assisted living