INTERACT-CMIL: Multi-Task Shared Learning and Inter-Task Consistency for Conjunctival Melanocytic Intraepithelial Lesion Grading

Publication
2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)
Mert Ikinci
Mert Ikinci
Master Thesis Student

Mert is currently pursuing an M.Sc. in Informatics at the Technical University of Munich, specializing in Computer Vision and Machine Learning. He is currently working on his master’s thesis, Development of a Machine Learning Algorithm for Histopathological Classification of Conjunctival Melanocytic Intraepithelial Lesions. Also he is working as a Computer Vision and Deep Learning Engineer at Signatrix in Berlin, focusing on real-time segmentation applied research in retail. Previously, he gained experience as a Computer Vision Engineer at the Turkish Defence Industry, working on applied research for remote sensing and object tracking with UAV’s. He holds a Bachelor’s degree in Computer Science from TOBB University of Economics and Technology, Ankara.

Shadi Albarqouni
Shadi Albarqouni
Professor of Computational Medical Imaging Research at University of Bonn