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Performance of morphological classifiers for galaxy mergers compared to current machine learning methods2026 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Aidan P. Cotter, William Pearson, Subhrata Dey, Berta Margalef-Bentabol, Alejandro Guzmán-Ortega, Vicente Rodríguez-Gómez
1citations -
Machine Learning–driven Probability Calculators Can Accurately Predict 1-year Mortality After Proximal Humerus Fractures in Patients Over the Age of 65 Years2026 Clinical Orthopaedics and Related Research article Medicine Shoulder Injury and Treatment Open access
Stijn R.J. Mennes, Sebastian Engbers, Bjarty L. Garcia, Reinier W. A. Spek, Roelina Munnik-Hagewoud, Rutger G. Zuurmond, +3 more
1citations -
Super-resolving Herschel : A deep-learning-based deconvolution and denoising technique2026 Astronomy and Astrophysics article Computer Science Advanced Image Processing Techniques Open access
Dennis Koopmans, Lingyu Wang, Berta Margalef-Bentabol, Antonio La Marca, M. Béthermin, Laura Bisigello, +6 more
1citations -
How to enrich training data for machine learning-based landslide hazard prediction with spatio-temporal precipitation information?2026 Georisk Assessment and Management of Risk for Engineered Systems and Geohazards article Environmental Science Landslides and related hazards Open access
Ann-Kathrin Edrich, Anil Yıldiz, Ribana Roscher, Julia Kowalski
1citations -
Learning of Information Bottleneck LDPC Decoding Operations with Genetic Algorithms2025 International Conference on Military Communications and Information Systems (ICMCIS) conference-paper Computer Science Error Correcting Code Techniques
Rocío Martín Lima, Jan Lewandowsky, Marc Adrat, Christiane Antweiler, Peter Jax
1citations -
Prediction of Poor Survival after Hematopoietic Cell Transplantation in Myelofibrosis Using Machine Learning Techniques2024 Blood conference-abstract Medicine Myeloproliferative Neoplasms: Diagnosis and Treatment Open access
Juan Carlos Hernández‐Boluda, Adrián Mosquera Orgueira, Luuk A. Gras, Linda Köster, Joe Tuffnell, Nicolaus Martin Kröger, +24 more
1citations -
Forecasting future states of the environment with machine learning: a case study on water scarcity2026 Journal of Industrial Ecology article Environmental Science Environmental Impact and Sustainability Open access
Niklas Engberg, Carlos Felipe Blanco, Valerio Barbarossa, Conny A. Bakker, Ruud Balkenende, Justin Z. Lian, +1 more
0citations -
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