Publications by authors named "Martin Welk"

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What are you looking at? Modality contribution in multimodal medical deep learning.
Christian Gapp, Elias Tappeiner, Martin Welk, Karl Fritscher, Elke R Gizewski

Int J Comput Assist Radiol Surg· October 2025

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Head and Neck Tumor Segmentation on MRIs with Fast and Resource-Efficient Staged nnU-Nets.
Elias Tappeiner, Christian Gapp, Martin Welk, Rainer Schubert

Head Neck Tumor Segm MR Guid Appl (2024)· March 2025

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Tackling the class imbalance problem of deep learning-based head and neck organ segmentation.
Elias Tappeiner, Martin Welk, Rainer Schubert

Int J Comput Assist Radiol Surg· November 2022

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Training of head and neck segmentation networks with shape prior on small datasets.
Elias Tappeiner, Samuel Pröll, Karl Fritscher, Martin Welk, Rainer Schubert

Int J Comput Assist Radiol Surg· September 2020

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3-D graph cut segmentation with Riemannian metrics to avoid the shrinking problem.
Shouhei Hanaoka, Karl Fritscher, Martin Welk, Mitsutaka Nemoto, Yoshitaka Masutani

Med Image Comput Comput Assist Interv· November 2011

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