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Medical Image Segmentation Techniques Sign in to save
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Papers 323
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Fusenet: Self-Supervised Dual-Path Network For Medical Image Segmentation2024 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Medical Image Segmentation Techniques
Amirhossein Kazerouni, Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulaş Bağcı, Dorit Merhof
4citations -
Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-Guided Radiotherapy2025 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques Open access
Nikoo Moradi, André Filipe Ferreira, Behrus Puladi, Jens Kleesiek, Emad Fatemizadeh, Gijs Luijten, +2 more
4citations -
Deep learning for automated segmentation of central cartilage tumors on MRI2025 European Radiology Experimental article Computer Science Medical Image Segmentation Techniques Open access
Salvatore Gitto, Anna Corti, Kirsten van Langevelde, Ana Navas Cañete, Antonino Cincotta, Carmelo Messina, +5 more
4citations -
Improving Error Detection in Deep Learning Based Radiotherapy Autocontouring Using Bayesian Uncertainty2022 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques
Prerak Mody, Nicolas F. Chaves-de-Plaza, Klaus Hildebrandt, Marius Staring
4citations -
Automated parcellation and atlasing of the human subcortex with ultra-high resolution quantitative MRI2025 Imaging Neuroscience article Computer Science Medical Image Segmentation Techniques Open access
Pierre‐Louis Bazin, Josephine Maria Groot, Steven Miletić, Lysanne Groenewegen, Anne C. Trutti, Martijn Mulder, +2 more
4citations -
Subcortical Segmentation of the Fetal Brain in 3D Ultrasound using Deep Learning2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Medical Image Segmentation Techniques Open access
Linde S. Hesse, Moska Aliasi, Felipe A. Moser, Monique C. Haak, Weidi Xie, Mark Jenkinson, +1 more
4citations -
Biomedical Image Analysis Challenges (BIAS) Reporting Guideline2020 Zenodo (CERN European Organization for Nuclear Research) other Computer Science Medical Image Segmentation Techniques Open access
Lena Maier‐Hein, Annika Reinke, Michal Kozubek, Anne Louise Martel, Tal Arbel, Matthias Eisenmann, +8 more
3citations -
Multiscale segmentation using hierarchical phase-contrast tomography and deep learning2026 PLoS Computational Biology article Computer Science Medical Image Segmentation Techniques Open access
Yang Zhou, Shahab Zeini Aslani, Yousef Javanmardi, Joseph Brunet, David Stansby, Saskia Carroll, +5 more
3citations -
Leveraging Unlabeled Data for 3D Medical Image Segmentation Through Self-Supervised Contrastive Learning2024 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Medical Image Segmentation Techniques
Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulaş Bağcı, Dorit Merhof
3citations -
Beyond benchmarks: Towards robust artificial intelligence bone segmentation in socio-technical systems2025 Expert Systems with Applications article Computer Science Medical Image Segmentation Techniques Open access
Kunpeng Xie, Lennart Johannes Gruber, Martin Crampen, Yao Li, André Filipe Ferreira, Elias Tappeiner, +44 more
3citations -
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation2022 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Moein Heidari, Amirhossein Kazerouni, Milad Soltany, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen‐Adad, +1 more
3citations -
Model-based Roentgen Stereophotogrammetric Analysis (RSA) of polyethylene implants2024 Medical Engineering & Physics article Computer Science Medical Image Segmentation Techniques Open access
Fedra P Zaribaf, Lennard A. Koster, Bart L. Kaptein, Elise Catherine Pegg, Harinderjit Singh Gill
3citations -
Optimization of hepatic vasculature segmentation from contrast-enhanced MRI, exploring two 3D Unet modifications and various loss functions3citations
Most active Aachen authors
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Reza Azad 5,265 citations overall34 papers
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