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Denoising low-field MR images with a deep learning algorithm based on simulated data from easily accessible open-source software2024 Journal of Magnetic Resonance article Computer Science Image and Signal Denoising Methods Open access
Chloé Najac, Beatrice Lena, Thomas O’Reilly, Yiming Dong, Peter Börnert, Hieab H.H. Adams, +1 more
12citations -
Pooled two-cohort MRI body composition phenotyping with open-source deep learning2026 Communications Medicine article Computer Science Medical Image Segmentation Techniques Open access
Christian J. Mertens, Hartmut Häntze, Sebastian Ziegelmayer, Jakob Nikolas Kather, Daniel Truhn, Su Hwan Kim, +30 more
0citations -
AI Species Identification Using Image and Sound Recognition for Citizen Science, Collection Management and Biomonitoring: From Training Pipeline to Large-Scale Models2024 Biodiversity Information Science and Standards article Computer Science Advanced Neural Network Applications Open access
Laurens Hogeweg, Django Brunink, Khadija Ezzaki-Chokri, Wilfred Gerritsen, Rita Pucci, Burooj Ghani, +2 more
3citations -
The Herbarium 2021 Half–Earth Challenge Dataset and Machine Learning Competition2022 Frontiers in Plant Science article Computer Science Advanced Neural Network Applications Open access
Riccardo de Lutio, John Y. Park, Stefano D’Aronco, Jan Dirk Wegner, Jan J. Wieringa, Melissa Tulig, +11 more
35citations -
CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation2024 The Journal of Machine Learning for Biomedical Imaging article Computer Science Generative Adversarial Networks and Image Synthesis Open access
Yunjie Chen, Marius Staring, Olaf M. Neve, Stephan R. Romeijn, Erik Frans Hensen, Berit M. Verbist, +2 more
6citations -
Harnessing Artificial Intelligence for Enhanced Renal Analysis: Automated Detection of Hydronephrosis and Precise Kidney Segmentation2024 European Urology Open Science article Computer Science Medical Image Segmentation Techniques Open access
Radu Alexa, Jennifer Kranz, Rafael Kramann, Christoph Kuppe, Ritabrata Sanyal, Sikander Hayat, +4 more
9citations -
Enhancing synchrotron radiation micro-CT images using deep learning: an application of Noise2Inverse on bone imaging2025 Journal of Synchrotron Radiation article Computer Science Image and Signal Denoising Methods Open access
Yoshihiro Obata, Dilworth Y. Parkinson, Daniël M. Pelt, Claire Acevedo
4citations -
From slides to AI-ready maps: Standardized multi-layer tissue maps as metadata for artificial intelligence in digital pathology2026 Artificial Intelligence in Medicine article Computer Science AI in cancer detection Open access
Gernot Fiala, Markus Plass, Robert Harb, Peter Regitnig, Kristijan Skok, Wael Al Zoughbi, +11 more
2citations -
Concept-based AI interpretability in physiological time-series data: Example of abnormality detection in electroencephalography2024 Computer Methods and Programs in Biomedicine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Alexander Brenner, Felix Knispel, Florian P. Fischer, Peter Rossmanith, Yvonne G. Weber, Henner Koch, +3 more
13citations