Informatik aktuell
ISSN: 1431-472X
Publisher: Gesellschaft für Informatik (GI)
Publications (205)
Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors (2024)
Aubreville M, Pan Z, Sievert M, Ammeling J, Ganz J, Oetter N, Stelzle F, et al.
Conference contribution, Conference Contribution
Automated Lesion Detection in Endoscopic Imagery for Small Animal Models (2024)
Eixelberger T, Fang Q, Zohud B, Hackner R, Jackstadt R, Stürzl M, Naschberger E, Wittenberg T
Conference contribution, Conference Contribution
Segmentation of Acute Ischemic Stroke in Native and Enhanced CT using Uncertainty-aware Labels (2024)
Vorberg L, Taubmann O, Ditt H, Maier A
Conference contribution, Conference Contribution
Attention-guided Erasing (2024)
Bhandary Panambur A, Yu H, Bhat S, Madhu P, Bayer S, Maier A
Conference contribution
Data Consistent Variational Networks for Zero-shot Self-supervised MR Reconstruction (2024)
Fürnrohr F, Wetzl J, Vornehm M, Giese D, Knoll F
Conference contribution
Comparative Analysis of Radiomic Features and Gene Expression Profiles in Histopathology Data using Graph Neural Networks (2024)
Rivera Monroy LC, Rist L, Eberhardt M, Ostalecki C, Bauer A, Vera J, Breininger K, Maier A
Conference contribution
Unsupervised Super Resolution in X-ray Microscopy using a Cycle-consistent Generative Model (2023)
Raghunath A, Wagner F, Thies M, Gu M, Pechmann S, Aust O, Weidner D, et al.
Conference contribution
Detection of Arterial Occlusion on Magnetic Resonance Angiography of the Thigh using Deep Learning (2023)
Nguyen TT, Folle L, Bayer T, Maier A
Conference contribution
Learnable Slice-to-volume Reconstruction for Motion Compensation in Fetal Magnetic Resonance Imaging (2023)
Jehn C, Müller J, Kainz B
Conference contribution
Keynote: Beyond Supervised Learning Exploring Novel Machine Learning Approaches for Robust Medical Image Analysis (2023)
Kainz B
Conference contribution