Artificial Intelligence in Neurological Disorders
A special issue of Brain Sciences (ISSN 2076-3425). This special issue belongs to the section "Computational Neuroscience and Neuroinformatics".
Deadline for manuscript submissions: 24 December 2025 | Viewed by 138
Special Issue Editor
2. Drexel University College of Medicine, Philadelphia, PA 19104, USA
3. Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, MN 55905, USA
Interests: artificial intelligence; neurological disorders; machine learning; deep learning neuroimaging; Alzheimer's disease; Parkinson's disease; predictive analytics; personalized medicine; ethical AI
Special Issue Information
Dear Colleagues,
This Special Issue, titled "Artificial Intelligence in Neurological Disorders", explores the transformative role of AI in diagnosing, managing, and treating neurological conditions. It focuses on the integration of machine learning (ML), deep learning (DL), and other AI methodologies into clinical neurology. Key topics include AI-driven diagnostic tools for the early detection of disorders such as Alzheimer's disease, Parkinson's disease, and multiple sclerosis, along with predictive models of disease progression. Advances in neuroimaging analysis, personalized treatment strategies, and rehabilitation technologies are also highlighted.
This Special Issue emphasizes the potential of AI to enhance diagnostic accuracy and reduce clinical workload by interpreting complex neurological data. Ethical considerations, including bias, data privacy, and the need for explainable AI, are also discussed. Case studies demonstrate real-world applications of AI for improving patient outcomes, while challenges such as data standardization and regulatory hurdles are addressed. Overall, this Special Issue underscores AI's promise in revolutionizing neurological healthcare, urging multidisciplinary collaboration for its successful implementation.
Dr. Rahul Kashyap
Guest Editor
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 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. Brain Sciences 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 2200 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.
Keywords
- artificial intelligence
- neurological disorders
- machine learning
- deep learning
- neuroimaging
- Alzheimer's disease
- Parkinson's disease
- predictive analytics
- personalized medicine
- ethical AI
Benefits of Publishing in a Special Issue
- Ease of navigation: Grouping papers by topic helps scholars navigate broad scope journals more efficiently.
- Greater discoverability: Special Issues support the reach and impact of scientific research. Articles in Special Issues are more discoverable and cited more frequently.
- Expansion of research network: Special Issues facilitate connections among authors, fostering scientific collaborations.
- External promotion: Articles in Special Issues are often promoted through the journal's social media, increasing their visibility.
- e-Book format: Special Issues with more than 10 articles can be published as dedicated e-books, ensuring wide and rapid dissemination.
Further information on MDPI's Special Issue polices can be found here.
