Alumni

Luna Toma

Medical student researcher (University Hospital Bonn, 2024)

University Hospital Bonn

Research Collaboration and Funded Projects 1 filter all →

Research collaboration · 2024 – ongoing

INTERACT-CMIL: Interpretable multi-task grading of conjunctival melanocytic lesions

This project addresses the grading of conjunctival melanocytic intraepithelial lesions (CMIL), rare precursors of conjunctival melanoma characterized by …

Medical Imaging Responsible AI Pathology Ophthalmology

Publications 2 filter all →

Histopathologische Klassifikation konjunktivaler melanozytärer intraepithelialer Läsionen (CMIL) mit einem Deep-Learning-Algorithmus

Luna Toma, Mert Ikinci, Leticia Ussem, L. Bulirsch, A. Gulbins, Daniela Süsskind, Julia M Weller, Ashkan Shakarami, Karin U Loeffler, Frank G. Holz, Shadi Albarqouni, Martina Herwig-Carl

124th DOG Congress (Deutsche Ophthalmologische Gesellschaft), Berlin, 24–27 September 2026, 2026

Abstract Pathology Ophthalmology INTERACT-CMIL: Interpretable …

DOG Congress

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

Mert Ikinci, Luna Toma, Karin U Loeffler, Leticia Ussem, Daniela Süsskind, Julia M Weller, Yousef Yeganeh, Martina Herwig-Carl, Shadi Albarqouni

2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI), 2026

Conference CORE B51% acc. Pathology Ophthalmology INTERACT-CMIL: Interpretable …

Publisher PDF Interactive explainer BibTeX

No results found

Research Collaboration and Funded Projects 1 filter all →

INTERACT-CMIL: Interpretable multi-task grading of conjunctival melanocytic lesions

Publications 2 filter all →

Histopathologische Klassifikation konjunktivaler melanozytärer intraepithelialer Läsionen (CMIL) mit einem Deep-Learning-Algorithmus

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