Our Publications

Publications for 'Jannik Sobisch'

Papers in Journals

Jannik Sobisch, Jaden Myers, Mirco Fuchs, Žiga Bizjak

Towards well-connected retina segmentation: a fully differentiable endpoint connectivity loss (DECL)

IEEE Access, 14:63326-63341, 2026

JCR Impact Factor: 4.2 (2025) -- Best Category: 124/369 engineering, electrical & electronic -- Quartile: 2

Papers in Conference Proceedings

Jaden Myers, Jannik Sobisch, Julian Ziegler, Mirco Fuchs, Žiga Špiclin, Žiga Bizjak

Differentiable endpoint connectivity loss (DECL) for topological connectivity in 2D retinal vessel segmentation

SPIE Medical Imaging 2026: Image Processing, Feb 15-19, Vancouver, BC, Canada (J. Mitra, Y. Gan, Eds.), 13925:139251M, 2026

Papers in Journals

June Ho Choi, Jannik Sobisch, Minwoo Kim, Jung Cheol Park, Jae Sung Ahn, Byung Duk Kwun, Žiga Špiclin, Žiga Bizjak, Wonhyoung Park

Prediction of intracranial aneurysm rupture from computed tomography angiography using an automated artificial intelligence framework

Computers in Biology and Medicine, 197, Part A:110965, 2025

Papers in Conference Proceedings

June H. Choi, Žiga Bizjak, Wonhyoung Park, Jannik Sobisch, Žiga Špiclin

Deep shape based intracranial aneurysm rupture prediction

SPIE Medical Imaging 2024: Computer-Aided Diagnosis, Feb 18-22, San Diego, CA, USA (W. Chen, S.M. Astley, Eds.), 12927:129272I, 2024

Papers in Conference Proceedings

Jannik Sobisch, Žiga Bizjak, Aichi Chien, Žiga Špiclin

Automated intracranial vessel labeling with learning boosted by vessel connectivity, radii and spatial context

1st International Workshop on Geometric Deep Learning in Medical Image Analysis - GeoMedIA 2022, Nov 18, Amsterdam, the Netherlands, Proceedings of Machine Learning Research 194:34-44, 2022

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