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Medical Image Segmentation Techniques Sign in to save
Papers per year
Papers 322
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Medical Image Segmentation Review: The Success of U-Net2024 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Medical Image Segmentation Techniques cited by 1 patent
Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland, Yiwei Jia, Atlas Haddadi Avval, Afshin Bozorgpour, +4 more
925citations -
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) conference-paper Computer Science Medical Image Segmentation Techniques
Moein Heidari, Amirhossein Kazerouni, Milad Soltany, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen‐Adad, +1 more
526citations -
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging2020 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access
Zhaohan Xiong, Qing Xia, Zhiqiang Hu, Ning Huang, Cheng Bian, Yefeng Zheng, +38 more
524citations -
Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) conference-paper Computer Science Medical Image Segmentation Techniques cited by 1 patent
Reza Azad, Leon Niggemeier, Michael Hüttemann, Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Yury Velichko, +2 more
248citations -
TransDeepLab: Convolution-Free Transformer-Based DeepLab v3+ for Medical Image Segmentation2022 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques cited by 1 patent
Reza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, Sanaz Karimijafarbigloo, Ehsan Adeli, +1 more
169citations -
Automated detection and segmentation of non-small cell lung cancer computed tomography images2022 Nature Communications article Computer Science Medical Image Segmentation Techniques Open access
Sergey P. Primakov, Abdalla Ibrahim, Janita E. van Timmeren, Guangyao Wu, Simon Keek, Manon P. L. Beuque, +16 more
146citations -
BIAS: Transparent reporting of biomedical image analysis challenges2020 Veřejné služby Informačního systému (Masarykiana Brunensis Universitas) article Computer Science Medical Image Segmentation Techniques Open access
Lena Maier‐Hein, Annika Reinke, Anne Louise Martel, Pierre Jannin, Bram van Ginneken, Annette Kopp‐Schneider, +1 more
133citations -
Fast body part segmentation and tracking of neonatal video data using deep learning2020 Medical & Biological Engineering & Computing article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Christoph Hoog Antink, Joana Carlos Mesquita Ferreira, Michael Paul, Simon Lyra, Konrad Heimann, Srinivasa Karthik, +5 more
113citations -
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge2023 IEEE Journal of Biomedical and Health Informatics article Computer Science Medical Image Segmentation Techniques Open access
Carlos Martín-Isla, Víctor M. Campello, Cristian Izquierdo, Kaisar Kushibar, Carla Sendra-Balcells, Polyxeni Gkontra, +34 more
90citations
Most active Aachen authors
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Reza Azad 5,265 citations overall34 papers
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Marius Staring 12,253 citations overall32 papers
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Klaus Radermacher 4,604 citations overall25 papers
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Benjamin Hohlmann 81 citations overall22 papers
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Daniel Truhn 8,718 citations overall21 papers
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Peter Brößner 28 citations overall21 papers
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Tanja Alderliesten 2,770 citations overall20 papers
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Dorit Merhof 13,091 citations overall18 papers
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Rob J. van der Geest 18,738 citations overall10 papers
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Frank Hölzle 11,293 citations overall10 papers
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Berend C. Stoel 7,019 citations overall10 papers
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Monique C. Haak 6,876 citations overall10 papers
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Niels Dekker 0 citations overall10 papers
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Christiane Katharina Kuhl 30,018 citations overall9 papers
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Jouke Dijkstra 9,970 citations overall9 papers