Aachen papers per year
Papers 26
-
Diffusion models in medical imaging: A comprehensive survey2023 Medical Image Analysis article Computer Science Generative Adversarial Networks and Image Synthesis cited by 3 patents
Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Moein Heidari, Reza Azad, Mohsen Fayyaz, Ilker Hacihaliloglu, +1 more
769citations -
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 cited by 1 patent
Zhaohan Xiong, Qing Xia, Zhiqiang Hu, Ning Huang, Cheng Bian, Yefeng Zheng, +38 more
524citations -
Encrypted federated learning for secure decentralized collaboration in cancer image analysis2023 Medical Image Analysis article Computer Science Privacy-Preserving Technologies in Data Open access
Daniel Truhn, Soroosh Tayebi Arasteh, Oliver Lester Saldanha, Gustav Anton Müller‐Franzes, Firas Khader, Philip Quirke, +21 more
90citations -
Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report2024 Medical Image Analysis article Physics and Astronomy Advanced Radiotherapy Techniques Open access cited by 1 patent
Evi M. C. Huijben, Maarten L. Terpstra, Arthur Galapon, Suraj Pai, Adrian Thummerer, Peter J. Koopmans, +51 more
69citations -
Learning to map 2D ultrasound images into 3D space with minimal human annotation2021 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques cited by 1 patent
Pak-Hei Yeung, Moska Aliasi, Aris T. Papageorghiou, Monique C. Haak, Weidi Xie, Ana I. L. Namburete
55citations -
GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy2024 Medical Image Analysis review Computer Science Generative Adversarial Networks and Image Synthesis Open access
André Filipe Ferreira, Jianning Li, Kelsey L. Pomykala, Jens Kleesiek, Victor Alves, Jan Egger
45citations -
SegPC-2021: A challenge & dataset on segmentation of Multiple Myeloma plasma cells from microscopic images2022 Medical Image Analysis article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques
Anubha Gupta, Shiv Gehlot, Sachin Motwani, Ritu Gupta, Álvaro García Faura, Dejan Štepec, +18 more
35citations -
Spatio-temporal deep learning for automatic detection of intracranial vessel perforation in digital subtraction angiography during endovascular thrombectomy2022 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access
Ruisheng Su, Matthijs van der Sluijs, Sandra Adriana Cornelissen, Geert J. Lycklama, Jeannette Hofmeijer, Charles B.L.M. Majoie, +6 more
29citations -
Continual learning in medical image analysis: A comprehensive review of recent advancements and future prospects2025 Medical Image Analysis article Computer Science Domain Adaptation and Few-Shot Learning Open access
Joohi Chauhan, Afshin Bozorgpour, Boqiang Huang, Reza Azad, Dorit Merhof
26citations -
POST-IVUS: A perceptual organisation-aware selective transformer framework for intravascular ultrasound segmentation2023 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access
Xingru Huang, Retesh Bajaj, Yilong Li, Xin Ye, Ji Lin, Francesca Pugliese, +8 more
21citations -
Sensorless volumetric reconstruction of fetal brain freehand ultrasound scans with deep implicit representation2024 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Pak-Hei Yeung, Linde S. Hesse, Moska Aliasi, Monique C. Haak, Weidi Xie, Ana I. L. Namburete
20citations
Most active Aachen authors
-
Reza Azad 5,265 citations overall5 papers
-
Firas Khader 2,009 citations overall4 papers
-
Peter Boor 25,963 citations overall3 papers
-
Jakob Nikolas Kather 22,991 citations overall3 papers
-
Daniel Truhn 8,718 citations overall3 papers
-
Roman David Bülow 2,842 citations overall3 papers
-
Oliver Lester Saldanha 1,324 citations overall3 papers
-
Christian Trautwein 60,353 citations overall2 papers
-
Dorit Merhof 13,091 citations overall2 papers
-
Marius Staring 12,253 citations overall2 papers
-
Volkmar Schulz 9,131 citations overall2 papers
-
Monique C. Haak 6,876 citations overall2 papers
-
Nadine Therese Gaisa 3,965 citations overall2 papers
-
Narmin Ghaffari Laleh 3,462 citations overall2 papers
-
Hannah Sophie Muti 3,184 citations overall2 papers