Special Issue "Artificial Intelligence with Applications in Life Sciences"
Deadline for manuscript submissions: 15 July 2021.
Interests: biostatistics; medical informatics; artificial intelligence; text mining; literature-based discovery
Special Issues and Collections in MDPI journals
With the enormous expansion of high-throughput technologies, life sciences have entered the big data era. Massive, high-dimensional, and heterogeneous datasets have become woven into all areas of modern life sciences. The key challenge is how to gain insights and extract useful knowledge from such data. The recent decade has seen a surge in research on artificial intelligence (AI) methods and applications in the broader domain of life sciences. For example, PubMed, the largest bibliographic database in the field of life sciences, has listed more than 7000 records for the term “artificial intelligence” for the last year. AI methods have been applied to a broad spectrum of applications such as computational biology, information retrieval, bioinformatics, and computer vision. Despite this success, the field has not yet been thoroughly investigated and presents many challenges. It is therefore crucial to generating new ideas and developing new algorithms and methods to gain fresh insights in diverging directions.
This Special Issue will collect both review articles and original papers describing novel methods and applications of AI in life sciences. Papers presenting AI applications in the broader domain of life sciences are also welcome. The topics of interest for this Special Issue include, but are not limited to the following:
- Novel models, algorithms, and tools for biomedicine, bioinformatics, neuroinformatics, and healthcare (e.g., statistical methods, data mining, machine learning, knowledge representations, natural language processing)
- Computational approaches for diagnostic, prognostic, and therapeutic decisions
- Novel deep-learning techniques
- Explainable AI
- Scalable methods for big data analytics and stream processing
- Complex networks including network medicine, network embeddings, and integration of heterogeneous data sources
- Evaluation methods and benchmark datasets
- Computational creativity
- Literature-based discovery
Dr. Andrej Kastrin
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. Life is an international peer-reviewed open access monthly 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 1600 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.
- artificial intelligence
- machine learning
- knowledge representations
- complex networks
- literature-based discovery