<div dir="ltr"><div><div>Dear Colleague,</div><div><br></div><div>Apologize for the cross-posting.</div><div><br>The Editor-in-Chief of the open access journal <span>Bioengineering</span> (ISSN: 2306-5354, IF 4.4), Prof. Dr.<br>Anthony Guiseppi-Elie, is pleased to announce a new Special Issue entitled "Application of Deep<br>Learning in Medical Image Classification and Segmentation for Precise Disease <span style="border-style:none;background:none"><span style="border-style:none;background:none"><span aria-invalid="spelling" class="LI ng" style="border-style:none;background:none">Diagnosis"</span></span></span>;. As<br>Guest Editors for this Special Issue and on behalf of the Editor-in-Chief, we cordially invite you to<br>submit a manuscript for consideration and possible publication in this Special Issue. The<br>submission deadline is “31 December 2026”, and papers may be submitted immediately or at any<br>point until “31 December 2026”, as papers will be published on an ongoing basis. For more special<br>issue details can be found at:<br><a href="https://www.mdpi.com/journal/bioengineering/special_issues/1H5H96F9TN" target="_blank">https://www.mdpi.com/journal/<span>bioengineering</span>/special_issues/1H5H96F9TN</a><br>The aim of this Special Issue is to present original research and critical reviews on state-of-the-art<br>deep learning methodologies for medical image classification and segmentation, with the purpose of<br>offering actionable guidelines for integrating AI into clinical workflows. This Special Issue focuses on<br>technical and practical issues in diagnostic imaging related to multimodal data fusion and limited<br>supervision, aiming to advance this critical medico-engineering field, with a particular emphasis on<br>topics which tackle inter-patient variability and real-world data heterogeneity.<br>The article processing charges for the special issue can be found at :<br><a href="https://www.mdpi.com/journal/bioengineering/apc" target="_blank">https://www.mdpi.com/journal/<span>b<span style="border-style:none;background:none"><span aria-invalid="spelling" class="LI ng" style="border-style:none;background:none">ioengineering</span></span></span>/apc</a>. We hope that you have some resources within<br>your institutions to help support this publication.<br>You may share this invitation with your team members, colleagues, and co-authors. If you are<br>interested in this paper invitation, please do not hesitate to contact me and the Special Issue Editor,<br>Ms. Kylee Li, at <a href="mailto:kylee.li@mdpi.com" target="_blank">kylee.li@mdpi.com</a>.<br>Thank you for your consideration. We look forward to hearing from you soon.<br>Dr. Nadia Brancati<br>Guest Editor</div><br clear="all"></div><br><span class="gmail_signature_prefix">-- </span><br><div dir="ltr" class="gmail_signature" data-smartmail="gmail_signature"><div dir="ltr"><font color="#666666">Nadia Brancati
</font><br><font color="#666666">Senior Researcher @ <a href="https://www.icar.cnr.it/en/gruppi-di-ricerca/artificial-intelligence-in-image-and-signal-analysis/" target="_blank">AI-ISA Lab</a></font><br><font color="#666666">Institute for High Performance Computing and Networking - National Research Council of Italy (CNR - ICAR)</font><br><font color="#666666">Via P. Castellino, 111 - 80131 Napoli
</font><br><font color="#666666">Tel. 081.6139228
</font><br><a href="mailto:nadia.brancati@icar.cnr.it" style="color:rgb(102,102,102)" target="_blank">nadia.brancati@icar.cnr.it</a><font color="#666666"> </font><br></div></div></div>