Special Issues

Diagnostics publishes Special Issues to create collections of papers on specific topics, with the aim of building a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors, who are experts on the topic and all Special Issue submissions follow MDPI's standard editorial process. The journal’s Editor-in-Chief and/or designated Editorial Board Member will oversee Guest Editor appointments and Special Issue proposals, checking their content for relevance and ensuring the suitability of the material for the journal. The papers published in a Special Issue will be collected and displayed on a dedicated page of the journal’s website. Further information on MDPI's Special Issue policies and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Deep Learning and Large Models in Ophthalmic Innovations
edited by , and Huihui Fang
submission deadline 31 Dec 2026 | Viewed by 53 | Submission Open
Keywords: Artificial Intelligence in ophthalmology; multimodal learning; foundation models; ophthalmic imaging; eye disease diagnosis and treatment
(This special issue belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)
AI-Powered Ophthalmic Diagnostics: From Image Segmentation to Disease Classification submission deadline 31 Dec 2026 | Viewed by 44 | Submission Open
Keywords: ophthalmic artificial intelligence; medical image segmentation; disease classification; ocular imaging; deep learning and foundation models; explainable AI (XAI); clinical translation in ophthalmology
(This special issue belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)
Endoscopic Diagnosis and Management of Tumors
edited by
submission deadline 31 Dec 2026 | Viewed by 37 | Submission Open
Keywords: endoscopy; tumor diagnosis; endoscopic therapy; endoscopic ultrasound; artificial intelligence; early cancer detection; minimally invasive surgery; precision oncology; molecular imaging; translational research
(This special issue belongs to the Section Biomedical Optics)
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