Papers matching “deep learning training data” 346
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The Influence of Human Annotation on CNN Performance for Anomaly Detection in ICU Data2025 Current Directions in Biomedical Engineering article Computer Science Anomaly Detection Techniques and Applications Open access
Lavinia Goldermann, Simon Fonck, Lena Olivier, Sebastian Johannes Fritsch, André Stollenwerk
0citations -
When Spectral Modeling Meets Convolutional Networks: A Method for Discovering Reionization-era Lensed Quasars in Multiband Imaging Data2023 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
I.T Andika, K. Jahnkę, Arjen van der Wel, Eduardo Bañados, Sarah E. I. Bosman, Frederick B. Davies, +5 more
8citations -
Enforcing Fundamental Relations via Adversarial Attacks on Input Parameter Correlations2025 Computing and Software for Big Science article Computer Science Adversarial Robustness in Machine Learning Open access
Lucie Flek, Akbar Karimi, Timo Saala, Alexander G. Schmidt, M. Schott, Philipp Soldin, +1 more
7citations -
Unsupervised protein embeddings outperform hand-crafted sequence and structure features at predicting molecular function2020 Bioinformatics article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access cited by 2 patents
Amelia Villegas-Morcillo, Stavros Makrodimitris, Roeland C. H. J. van Ham, Angel Manuel Gomez, Marcel J. T. Reinders
137citations -
Mixed formulation of physics‐informed neural networks for thermo‐mechanically coupled systems and heterogeneous domains2023 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Ahmad Moeineddin, Michael Kaliske, Stefanie Reese, Shahed Rezaei
98citations -
Segmenting beyond the imaging data: creation of anatomically valid edentulous mandibular geometries for surgical planning using artificial intelligence2025 Clinical Oral Investigations article Computer Science Medical Image Segmentation Techniques Open access
Stefan Raith, Tobias Pankert, Srikrishna Jaganathan, Kristina Pankert, Hyun Lee, Florian Peters, +2 more
3citations -
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging2024 Communications Medicine article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Alexander Ziller, Christiane Katharina Kuhl, Marcus R. Makowski, Sven Nebelung, Rickmer Braren, +3 more
52citations -
Enhancement of intelligent GPR detection based on category-aware generative framework of B-scan images2026 Computer-Aided Civil and Infrastructure Engineering article Earth and Planetary Sciences Geophysical Methods and Applications Open access
Zuhao Wang, Guangyao Li, Fengzijun Pan, Zepeng Fan, Xiaopei Cai, Dawei Wang
0citations -
Artificial intelligence in echocardiography diagnostics – detection of takotsubo syndrome2020 European Heart Journal article Medicine Takotsubo Cardiomyopathy and Associated Phenomena Open access
Davide Di Vece, Fabian Laumer, Moritz Schwyzer, Rebekka Burkholz, L Corinzia, Victoria L. Cammann, +5 more
1citations -
Prediction-guided clustering for sepsis phenotyping: a retrospective cohort analysis2026 Intensive Care Medicine Experimental article Medicine Sepsis Diagnosis and Treatment Open access
Paul Hilders, Lada Lijović, Martijn Otten, Laurens A. Biesheuvel, Floor Hiemstra, Marcel van der Kuil, +4 more
4citations -
Time‐Conditioned Zero‐Shot Self‐Supervised Reconstruction for Accelerated 3D Ultra‐Low‐Field MRI2026 Magnetic Resonance in Medicine article Medicine Advanced MRI Techniques and Applications Open access
Mart W J van Straten, Beatrice Lena, Chloé Najac, Ruben van den Broek, Peter Börnert, ANDREW G. WEBB, +1 more
0citations