Exploring Cancer Molecular Mechanisms with AI
A special issue of International Journal of Molecular Sciences (ISSN 1422-0067). This special issue belongs to the section "Molecular Informatics".
Deadline for manuscript submissions: 31 December 2024 | Viewed by 128
Special Issue Editors
Interests: bioinformatics; data analysis; disease; statistics; artificial intelligence
Interests: bioinformatics; data analysis; disease; statistics; artificial intelligence
Special Issue Information
Dear Colleagues,
Deep learning, a new powerful paradigm of artificial intelligence, has revolutionized clinical bioinformatics, biological research and medicinal practice making it possible not only to improve the specificity/sensitivity, but also to discover the molecular signatures for the diseases where no statistical biomarker was previously available, shed light on the mechanisms behind pathology, and stratify populations regarding the drug effects and treatment response. The special issue welcomes the submissions reporting advances in understanding molecular mechanisms of cancer obtained via deep learning with any type of attributes: clinicopathological, transcriptomics data including single cell, mutational data, features with structural information and physicochemical properties. The scientific contributions with a potential impact in clinical practice in oncology are expected to be a result of interdisciplinary research, as for example, straddling the intersection of artificial intelligence, genomics, and drug design. We are looking forward to reading your articles and will organize a speedy review with accepted articles being published on the ongoing basis.
Dr. Juan Jose Lozano
Dr. Julia Sidorova
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 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 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
- cancer
- biomarker
- deep learning
- molecular signature
- omics data
- pharmacogenomics
- artificial intelligence
- bioinformatics
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.
