Martin Urschler

基本信息

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职业迁徙

个人简介

Statistik Austria, science classification
Machine learning - (102019)
Medical informatics - (102020)
Software development - (102022)

Scientific Expertise
Medical Image Analysis
Computer Vision
Machine Learning for Medical Applications

研究兴趣

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CaRe-CNN: Cascading Refinement CNN for Myocardial Infarct Segmentation with Microvascular Obstructions

Franz Thaler,Matthias A. F. Gsell,Gernot Plank,Martin Urschler

Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Grap...（2024）

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Harnessing Deep Learning to Detect Bronchiolitis Obliterans Syndrome from Chest CT

Mateusz Kozinski,Doruk Oner, Jakub Gwizdala,Catherine Beigelman,Pascal Fua,Angela Koutsokera,Alessio Casutt,Michele De Palma,John-David Aubert, Horst Bischof,Christophe von Garnier,Sahand Rahi,Martin Urschler,Nahal Mansouri

medRxiv (Cold Spring Harbor Laboratory) (2024)

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Teeth Localization and Lesion Segmentation in CBCT Images Using SpatialConfiguration-Net and U-Net

Arnela Hadzic,Barbara Kirnbauer,Darko Stern,Martin Urschler

Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Grap...（2024）

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Expiratory Venous Volume and Arterial Tortuosity Are Associated with Disease Severity and Mortality Risk in Patients with COPD: Results from COSYCONET

Mircea Gabriel Stoleriu,Michael Pienn,Rudolf A. Joerres,Peter Alter, Tamas Fero,Martin Urschler,Gabor Kovacs,Horst Olschewski,Hans-Ulrich Kauczor,Mark Wielpuetz,Bertram Jobst,Tobias Welte,Jurgen Behr,Franziska C. Trudzinski,Robert Bals,Henrik Watz,Claus F. Vogelmeier,Jurgen Biederer,Kathrin Kahnert

International Journal of COPD (2024): 1515-1529

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Synthetic Augmentation for Anatomical Landmark Localization Using DDPMs

Arnela Hadzic,Lea Bogensperger, Simon Johannes Joham,Martin Urschler

International Conference on Medical Image Computing and Computer-Assisted Interventionpp.1-12, (2024)

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Federated Unsupervised Random Forest for Privacy-Preserving Patient Stratification

Bastian Pfeifer,Christel Sirocchi,Marcus D. Bloice,Markus Kreuzthaler,Martin Urschler

BIOINFORMATICS (2024): ii198-ii207

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Gaussian Process Emulators for Few-Shot Segmentation in Cardiac MRI

Bruno Viti,Franz Thaler, Kathrin Lisa Kapper,Martin Urschler, Martin Holler,Elias Karabelas

arxiv（2024）

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Attacking the Loop: Adversarial Attacks on Graph-based Loop Closure Detection

Jonathan J. Y. Kim,Martin Urschler,Patricia J. Riddle,Jorg S. Wicker

Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Grap...（2024）

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Feature Graphs for Interpretable Unsupervised Tree Ensembles: Centrality, Interaction, and Application in Disease Subtyping

Christel Sirocchi,Martin Urschler,Bastian Pfeifer

CoRR (2024)

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Implicit is Not Enough: Explicitly Enforcing Anatomical Priors Inside Landmark Localization Models

Simon Johannes Joham,Arnela Hadzic,Martin Urschler

BIOENGINEERING-BASEL（2024）

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论文共 146 篇作者统计合作学者相似作者