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Validation of a deep-learning segmentation model for adult and pediatric head and neck radiotherapy in different patient positions2023 Physics and Imaging in Radiation Oncology article Physics and Astronomy Advanced Radiotherapy Techniques Open access
Linda Chen, Patricia Platzer, Christian Reschl, Mansure Schafasand, Ankita Nachankar, C.L. Hajdusich, +4 more
3citations -
Low-carbon lithium extraction makes deep geothermal plants cost-competitive in future energy systems2023 Advances in Applied Energy article Engineering Integrated Energy Systems Optimization Open access
Jann Michael Weinand, Ganga Vandenberg, Stanley Risch, Johannes Behrens, Noah Pflugradt, Jochen Linßen, +1 more
50citations -
Deep learning-based single image super-resolution for low-field MR brain images2022 Scientific Reports article Computer Science Advanced Image Processing Techniques Open access cited by 4 patents
M. L. de Leeuw den Bouter, Giuseppe Ippolito, Thomas O’Reilly, Rob Remis, Martin B. van Gijzen, ANDREW G. WEBB
95citations -
Improving Uncertainty-Error Correspondence in Deep Bayesian Medical Image Segmentation2024 The Journal of Machine Learning for Biomedical Imaging article Computer Science Medical Image Segmentation Techniques Open access
Prerak Mody, Nicolas F. Chaves-de-Plaza, Chinmay Rao, Eleftheria Astrenidou, Mischa de Ridder, Nienke Hoekstra, +2 more
2citations -
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 -
Heidelberg Perioperative Deep Data Registry and Biomaterial Bank (HeiPoDD Registry and Bio Bank): study protocol for a prospective single-centre registry and biobank for patients undergoing high-risk non-cardiac surgery in a German university hospital
Hans Thomas Hölzer, Christian Niklas, Solveig Tenckhoff, Manuel Feißt, Tobias Hölle, Martin Dugas, +12 more
2citations -
Explainability of a Deep Learning Based Classification Model for ANCA-Associated Glomerulonephritis2022 Journal of the American Society of Nephrology article Computer Science Explainable Artificial Intelligence (XAI)
Maria A.C. Wester Trejo, Maryam Sadeghi, Shivam Singh, Andreas Kronbichler, Vladimı́r Tesař, Xavier Puéchal, +1 more
0citations -
Stellar tidal streams around nearby spiral galaxies with deep imaging from amateur telescopes2025 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
David Martínez-Delgado, M. Stein, J. D. Sakowska, Javier Román, S. Roca-Fàbrega, M. Schirmer, +20 more
11citations -
Euclid: Identifying the reddest high-redshift galaxies in the Euclid Deep Fields with gradient-boosted trees2024 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Theosamuele Signor, Laura Bisigello, M. Bolzonella, K. I. Caputi, Emanuele Daddi, G. De Lucia, +92 more
7citations -
Revealing Unforeseen Diagnostic Image Features With Deep Learning by Detecting Cardiovascular Diseases From Apical 4‐Chamber Ultrasounds2022 Journal of the American Heart Association article Health Professions Artificial Intelligence in Healthcare Open access
Li‐Hsin Cheng, Pablo B. J. Bosch, Rutger F. H. Hofman, Timo B. Brakenhoff, Eline F. Bruggemans, Rob J. van der Geest, +1 more
14citations -
Extracting ductile cast iron microstructure parameters from fracture surfaces: A deep learning based instance segmentation approach2024 Engineering Fracture Mechanics article Engineering Mechanical Failure Analysis and Simulation Open access
Johannes Tlatlik, Carla Beckmann, Benedikt Rohrmüller, Sebastian Münstermann
10citations