Helmut Prosch

According to our database, Helmut Prosch authored at least 11 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Semantic Mosaicing of Histo-Pathology Image Fragments using Visual Foundation Models.

Stefan Brandstätter, Maximilian Köller, Philipp Seeböck, Alissa Blessing, Felicitas Oberndorfer, Svitlana Pochepnia, Helmut Prosch, Georg Langs

CoRR, August, 2025

AREPAS: Anomaly Detection in Fine-Grained Anatomy with Reconstruction-Based Semantic Patch-Scoring.

Branko Mitic, Philipp Seeböck, Helmut Prosch, Georg Langs

Proceedings of the Machine Learning in Medical Imaging - 16th International Workshop, 2025

Disentanglement of Biological and Technical Factors via Latent Space Rotation in Clinical Imaging Improves Disease Pattern Discovery.

Jeanny Pan, Philipp Seeböck, Christoph Fürböck, Svitlana Pochepnia, Jennifer Straub, Lucian Beer, Helmut Prosch, Georg Langs

Proceedings of the Applications of Medical Artificial Intelligence, 2025

2024

Rigid Single-Slice-in-Volume Registration via Rotation-Equivariant 2D/3D Feature Matching.

Stefan Brandstätter, Philipp Seeböck, Christoph Fürböck, Svitlana Pochepnia, Helmut Prosch, Georg Langs

Proceedings of the Biomedical Image Registration - 11th International Workshop, 2024

Detection of Emerging Infectious Diseases in Lung CT Based on Spatial Anomaly Patterns.

Branko Mitic, Philipp Seeböck, Jennifer Straub, Helmut Prosch, Georg Langs

Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

2023

Navigating the development challenges in creating complex data systems.

Sören Dittmer, Michael Roberts, Julian D. Gilbey, Ander Biguri, Ian Selby, Anna Breger, Matthew Thorpe, Jonathan R. Weir-McCall, Effrossyni Gkrania-Klotsas, Anna Korhonen, Emily R. Jefferson, Georg Langs, Guang Yang, Helmut Prosch, Jan Stanczuk, Jing Tang, Judith Babar, Lorena Escudero Sanchez, Philip Teare, Mishal Patel, Marcel Wassin, Markus Holzer, Nicholas Walton, Pietro Lió, Tolou Shadbahr, Evis Sala, Jacobus Preller, James H. F. Rudd, John A. D. Aston, Carola-Bibiane Schönlieb

Nat. Mac. Intell., July, 2023

2021

Continual Active Learning Using Pseudo-Domains for Limited Labelling Resources and Changing Acquisition Characteristics.

Matthias Perkonigg, Johannes Hofmanninger, Christian Herold, Helmut Prosch, Georg Langs

CoRR, 2021

2020

Separation of target anatomical structure and occlusions in chest radiographs.

Johannes Hofmanninger, Sebastian Röhrich, Helmut Prosch, Georg Langs

CoRR, 2020

Automatic lung segmentation in routine imaging is a data diversity problem, not a methodology problem.

Johannes Hofmanninger, Florian Prayer, Jeanny Pan, Sebastian Rohrich, Helmut Prosch, Georg Langs

CoRR, 2020

2016

Unsupervised Identification of Clinically Relevant Clusters in Routine Imaging Data.

Johannes Hofmanninger, Markus Krenn, Markus Holzer, Thomas Schlegl, Helmut Prosch, Georg Langs

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2014

Longitudinal Alignment of Disease Progression in Fibrosing Interstitial Lung Disease.

Wolf-Dieter Vogl, Helmut Prosch, Christina Müller-Mang, Ursula Schmidt-Erfurth, Georg Langs

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014