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Identification of kidney cell types in scRNA-seq and snRNA-seq data using machine learning algorithms2024 Heliyon article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Adam Tisch, Siddharth Madapoosi, Stephen R. Blough, Jan Rosa, Sean F. Eddy, Laura H. Mariani, +9 more
3citations -
Identification of multicomponent LOFAR sources with multimodal deep learning2024 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Radio Astronomy Observations and Technology Open access
L. Alegre, P. N. Best, J. Sabater, Huub J. A. Röttgering, M. J. Hardcastle, Wendy L. Williams
3citations -
Does self-paced learning in mobile flood protection unit construction in virtual reality have advantages over traditional measures?2024 Frontiers in Virtual Reality article Computer Science Virtual Reality Applications and Impacts Open access
Patrick Querl, Raymond Leonardo Chandra, Djamel Berkaoui, Koen Castermans, Heribert Nacken
2citations -
Predicting Grain Boundary Segregation in Magnesium Alloys: An Atomistically Informed Machine Learning Approach2024 RWTH Publications (RWTH Aachen) article Materials Science Magnesium Alloys: Properties and Applications Open access
Zhuocheng Xie, Achraf Atila, Julien Guénolé, Sandra Korte‐Kerzel, Talal Al‐Samman, U. Kerzel
2citations -
Application of machine learning in the diagnostic work‐up of telomere biology disorders2026 HemaSphere article Biochemistry, Genetics and Molecular Biology Telomeres, Telomerase, and Senescence Open access
Erika Massaccesi, Luca Arcuri, Giacomo Cavalca, Fabian Beier, Lucia Vankann, Michela Lupia, +23 more
1citations -
MO386: Visualising and Differentiating Kidney Disorders by Urinary Peptidomics Using a Machine Learning Approach2022 Nephrology Dialysis Transplantation conference-abstract Medicine Chronic Kidney Disease and Diabetes
Justyna Siwy, Emmmanouil Mavrogeorgis, Tianlin He, Harald Mischak, Harald Rupprecht, Joachim Beige
1citations -
A deep reinforcement learning approach to wavefront control for exoplanet imaging2024 Space Telescopes and Instrumentation: Optical, Infrared, and Millimeter Wave conference-paper Physics and Astronomy Adaptive optics and wavefront sensing Open access
Yann Gutierrez, Johan Mazoyer, Olivier Herscovici-Schiller, Laurent M. Mugnier, B. Abeloos, Iva Laginja
1citations -
Compensating Environmental Disturbances in Maritime Path Following Using Deep Reinforcement Learning2026 Journal of Marine Science and Engineering article Engineering Maritime Navigation and Safety Open access
Björn Krautwig, Dominik Wans, Till Temmen, Tobias Brinkmann, Sung-Yong Lee, Daehyuk Kim, +1 more
1citations -
A Deep Reinforcement Learning Approach to Wavefront Control for Exoplanet Imaging2024 arXiv (Cornell University) preprint Physics and Astronomy Adaptive optics and wavefront sensing Open access
Yann Gutierrez, Johan Mazoyer, Olivier Herscovici-Schiller, Laurent M. Mugnier, B. Abeloos, Iva Laginja
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 -
Learning multimodal explainable AI models from medical images and tabular data: proof of concept2025 SPIE Medical Imaging: Image Processing conference-paper Computer Science Explainable Artificial Intelligence (XAI)
Mafalda Malafaia, Thalea Schlender, Peter A. N. Bosman, Tanja Alderliesten
0citations -
Mini-Workshop: High-Dimensional Control Problems and Mean-Field Equations with Applications in Machine Learning2025 Oberwolfach Reports article Economics, Econometrics and Finance Stochastic processes and financial applications Open access
Giacomo Borghi, Elisa Iacomini, Mathias Oster, Chiara Segala
0citations