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Artificial Intelligence and Data Science-Driven Biomarker Discovery in Neurodegenerative Diseases
This special issue belongs to the section “Molecular Informatics“.
Special Issue Information
Dear Colleagues,
Artificial Intelligence-based methods such as Machine Learning and Natural Language Processing like Large Language Models are rapidly becoming novel transformative technologies for diagnosis and biomarker discovery for various diseases. They are capable of medical text analyses of extensive patient data and all medical literature, image recognition and the identification of patterns in patients’ symptoms and their biomedical omics-data (genomics, proteomics, transcriptomics, metabolomics, glycomics, etc.) and clinical data. This Special Issue, “Artificial Intelligence and Data Science-Driven Biomarker Discovery in Neurodegenerative Diseases”, will cover a selection of original and review articles on Artificial Intelligence-based methods in application to the diagnosis, biomarker discovery and drug development for Alzheimer’s disease and other neurodegenerative disorders.
Prof. Dr. Andrzej Kloczkowski
Dr. Mubashir Hassan
Guest Editors
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 250 words) can be sent to the Editorial Office for assessment.
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 Molecular Sciences is an international peer-reviewed open access semimonthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. There is an Article Processing Charge (APC) for publication in this open access journal. For details about the APC please see here. 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
- large language models
- big data analytics
- Alzheimer’s disease
- Parkinson disease
- neurodegeneration
- neurogenerative disease
- disease diagnosis
- biomarker development
- drug development
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