Special Issue "Applications of Artificial Intelligence for the Diagnosis of Gastrointestinal Diseases"
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 (31 October 2022) | Viewed by 1926
Special Issue Editors
Interests: gastroenterology; digestive endoscopy
Interests: medical image analysis; deep learning; computer vision; machine learning; colonoscopy; gastrointestinal endoscopy; wireless capsule endoscopy; surgical data science; radiation oncology; radiation therapy; organs at risk; prostate, liver, and lung cancer; robustness, generalization, and trustworthy AI systems; transparent system; out-of-distribution detection; reproducibility
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Special Issue Information
Dear Colleagues,
In recent years, the development of convolutional neural networks (CNN) has achieved impressive advances within the field of machine learning, leading to an increase in the use of artificial intelligence (AI) in the field of gastrointestinal (GI) diseases. AI networks have been trained for the detection of gastrointestinal lesions, but also for their characterization, obtaining excellent results and having a high overall diagnostic accuracy. Moreover, in recent decades, a great deal of attention has been focused on the development of AI systems for application in radiology and pathology for the improvement of the diagnosis, treatment, and prognosis of many gastrointestinal diseases. Nevertheless, the real usefulness and application of AI systems in the gastroenterology field and high-quality studies comparing the performance of AI networks to health care professionals are still limited. This collection focuses on novel techniques and study reports of data analysis in the application of AI for the diagnosis of GI disease in real-time clinical settings, assessing the role of AI in daily clinical practice.
Dr. Silvia Pecere
Dr. Debesh Jha
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. 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.
