Papers matching “deep learning classification” 420
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Combining Maximum-Likelihood with Deep Learning for Event Reconstruction in IceCube2021 International Cosmic Ray Conference conference-paper Physics and Astronomy Neutrino Physics Research Open access
Mirco Huennefeld, M. Ackermann, Jenni Adams, Juanan Aguilar, M. Ahlers, Maryon Ahrens, +93 more
18citations -
Deep Learning-Based Bias Transfer for Overcoming Laboratory Differences of Microscopic Images2021 Lecture notes in computer science conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access
Ann-Katrin Thebille, Esther Dietrich, Martin Klaus, Lukas Gernhold, Maximilian Lennartz, Christoph Kuppe, +6 more
1citations -
Deep learning-based predictive modeling of PNPLA3 variant carriers using radiomics data from the UK Biobank2024 Zeitschrift für Gastroenterologie article Medicine Radiomics and Machine Learning in Medical Imaging
Yazhou Chen, Benjamin P. M. Laevens, Teresa Lemainque, Gustav Anton Müller‐Franzes, Daniel Truhn, Carolin Victoria Schneider
0citations -
Generalizable Deep Learning for the Detection of Incomplete and Complete Retinal Pigment Epithelium and Outer Retinal Atrophy: A MACUSTAR Report2024 Translational Vision Science & Technology article Medicine Retinal Imaging and Analysis Open access
Coen de Vente, Philippe Valmaggia, Carel B. Hoyng, Frank Gerhard Holz, Mohammad Mainul Islam, Caroline C. W. Klaver, +5 more
7citations -
Comprehensive deep learning-assisted multi-condition analysis of knee MRI studies improves resident radiologist performance2025 European Radiology article Medicine Artificial Intelligence in Healthcare and Education Open access
Roman Vuskov, Alexander Hermans, M Pixberg, Jonas Müller-Hübenthal, Andreas Brauksiepe, Eric Corban, +6 more
5citations -
Deep learning for species identification in Kirganelia using digitized herbarium specimens2026 Ecological Informatics article Agricultural and Biological Sciences Smart Agriculture and AI Open access
Eva Kristinawati Putri, Chiesa Serena, Lu Cao, Hans ter Steege, Erick Paulus, Peter C. van Welzen
0citations -
Deep learning framework for enhanced neutrino reconstruction of single-line events in the ANTARES telescope2026 Machine Learning Science and Technology article Physics and Astronomy Neutrino Physics Research Open access
A. Albert, S. Alves Garre, M. Ardid, S. Ardid, J.J. Aubert, J. Aublin, +92 more
0citations -
Reliable Staging of Pressure Ulcers using Deep Learning on an Unbalanced Dataset2025 IEEE International Symposium on Medical Measurements and Applications (MeMeA) conference-paper Health Professions Pressure Ulcer Prevention and Management
Daniel Blase, Minju Kim, Steffen K. Leonhardt, Markus Lueken
0citations -
Pushing the Limit of Asteroseismic Detection for Cool Dwarfs Using TESS and Deep Learning2026 The Astrophysical Journal article Physics and Astronomy Stellar, planetary, and galactic studies Open access
Waly M Z Karim, Rocio Kiman, Derek L. Buzasi, Cecilia Garraffo, Joshua Wing, Jim Fuller, +3 more
0citations -
A Deep Learning-based in silico Framework for Optimization on Retinal Prosthetic Stimulation2023 Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society conference-paper Neuroscience Neuroscience and Neural Engineering
Yuli Wu, Ivan Karetić, Johannes Stegmaier, Peter Walter, Dorit Merhof
6citations -
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 -
Regression-based Deep-Learning predicts molecular biomarkers from pathology slides2024 Nature Communications article Computer Science AI in cancer detection Open access cited by 1 patent
Omar S. M. El Nahhas, Chiara Maria Lavinia Loeffler, Zunamys Itzell Carrero, Marko van Treeck, Fiona R. Kolbinger, Katherine Jane Hewitt, +11 more
106citations -
Task-Driven Learned Hyperspectral Data Reduction Using End-to-End Supervised Deep Learning2020 Journal of Imaging article Engineering Remote-Sensing Image Classification Open access cited by 1 patent
Mathé T. Zeegers, Daniël M. Pelt, Tristan van Leeuwen, Robert van Liere, Kees Joost Batenburg
11citations -
Neural Architecture and Hyperparameter Selection Through Meta-Learning on Time Series2026 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Machine Learning and Data Classification Open access
Erfan Moeini, Christopher Vox, Marie Anastacio, Wadie Skaf, Mitra Baratchi, Holger H. Hoos
0citations