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Predicting patient response with models trained on cell lines and patient-derived xenografts by nonlinear transfer learning2021 Proceedings of the National Academy of Sciences article Computer Science Computational Drug Discovery Methods Open access
Soufiane M. C. Mourragui, Marco Loog, Daniël J. Vis, Kat S Moore, Anna G. Manjón, Mark A. van de Wiel, +2 more
42citations -
Multi-car paint shop optimization with quantum annealing2021 IEEE International Conference on Quantum Computing and Engineering (QCE) conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access cited by 2 patents
Sheir Yarkoni, Alex Alekseyenko, Michael Streif, David Von Dollen, Florian Neukart, Thomas Bäck
41citations -
On the Effect of the Cooperation of Indicator-Based Multiobjective Evolutionary Algorithms2021 IEEE Transactions on Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Jesús Guillermo Falcón-Cardona, Hisao Ishibuchi, Carlos A. Coello Coello, Michael Emmerich
40citations -
Fully automatic cardiac four chamber and great vessel segmentation on CT pulmonary angiography using deep learning2022 Frontiers in Cardiovascular Medicine article Computer Science Medical Image Segmentation Techniques Open access
Michael J. Sharkey, Jonathan Christopher Taylor, Samer Alabed, Krit Dwivedi, Kavita Karunasaagarar, Christopher Johns, +10 more
39citations -
Medical slice transformer for improved diagnosis and explainability on 3D medical images with DINOv22025 Scientific Reports article Computer Science AI in cancer detection Open access cited by 1 patent
Gustav Anton Müller‐Franzes, Firas Khader, Robert Malte Siepmann, Tianyu Han, Jakob Nikolas Kather, Sven Nebelung, +1 more
39citations -
Standardised lesion segmentation for imaging biomarker quantitation: a consensus recommendation from ESR and EORTC2022 Insights into Imaging article Computer Science Medical Image Segmentation Techniques Open access
Nandita M. deSouza, Aad van der Lugt, Christophe M. Deroose, Ángel Alberich‐Bayarri, Luc M. Bidaut, Laure S Fournier, +23 more
38citations -
TarViS: A Unified Approach for Target-Based Video Segmentation2023 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Computer Science Advanced Neural Network Applications cited by 1 patent
Ali Athar, Alexander Hermans, Jonathon Luiten, Deva Ramanan, Bastian Leibe
38citations -
A Systematic Analysis on the Impact of Contextual Information on Point-of-Interest Recommendation2022 ACM Transactions on Information Systems article Computer Science Recommender Systems and Techniques Open access
Hossein A. Rahmani, Mohammad Aliannejadi, Mitra Baratchi, Fábio Crestani
37citations -
Mutual information for unsupervised deep learning image registration2020 SPIE Medical Imaging: Image Processing conference-paper Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Bob D. de Vos, Bas van der Velden, Jörg Sander, Kenneth G. A. Gilhuijs, Marius Staring, Ivana Išgum
35citations -
Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift2022 ACM International Conference on Multimedia (ACM MM) conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access cited by 1 patent
Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler
34citations -
Multitask Shape Optimization Using a 3-D Point Cloud Autoencoder as Unified Representation2021 IEEE Transactions on Evolutionary Computation article Computer Science Evolutionary Algorithms and Applications Open access cited by 1 patent
Thiago Rios, Bas van Stein, Thomas Bäck, Bernhard Sendhoff, Stefan Menzel
31citations -
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets2022 Computers & Geosciences article Computer Science Advanced Neural Network Applications Open access
Jiaxin Yu, Florian Wellmann, Simon Virgo, Marven von Domarus, Mingze Jiang, Joyce Schmatz, +1 more
30citations -
A Review of the Scientific Rigor, Reproducibility, and Transparency Studies Conducted by the ABRF Research Groups2020 Journal of Biomolecular Techniques JBT article Computer Science Research Data Management Practices Open access
Sheenah M. Mische, Nancy C. Fisher, Susan M. Meyn, Katia Sol‐Church, Rebecca L. Hegstad‐Davies, Frances Weis‐Garcia, +12 more
28citations -
Artificial intelligence and visual inspection in cervical cancer screening2023 International Journal of Gynecological Cancer article Computer Science AI in cancer detection Open access
Carolyn Nakisige, Marlieke de Fouw, Johnblack K Kabukye, Marat Sultanov, Naheed Nazrui, Aminur Rahman, +8 more
27citations