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Machine learning-driven prioritization of lipoprotein(a) testing: model development and validation2026 European Journal of Preventive Cardiology article Medicine Lipoproteins and Cardiovascular Health Open access
Christophe A. T. Stevens, Fotios Barkas, Julia Brandts, Sunganani Kwilasi, Kanika Dharmayat, Amany K. Elshorbagy, +5 more
1citations -
Methodological choices influence machine learning performance for predicting intracranial hypertension in traumatic brain injury2026 Scientific Reports article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
C. R. van Kaam, Cornelia Hoedemaekers, Kim J.M. Bladder, Johannes G. van der Hoeven, Jeanette Tas, Marcel J H Aries, +39 more
0citations -
Exploring Conformational Transitions of Adenine RNA Dimer via Machine Learning Potentials2026 Journal of Chemical Theory and Computation article Biochemistry, Genetics and Molecular Biology RNA and protein synthesis mechanisms Open access
Leonardo Rafael Medrano Sandonas, Macarena Tolmos Nehme, Luis Fernando Cofas‐Vargas, Gustavo E. Olivos-Ramírez, Gianaurelio Cuniberti, Simón Poblete, +1 more
0citations -
Estimating the Potential Cardiovascular Benefit of Lifestyle Risk Factors Using Causal Machine Learning: Insights from UK Biobank2026 American Journal of Preventive Cardiology article Medicine Cardiovascular Health and Risk Factors Open access
Christophe A. T. Stevens, Julia Brandts, Amany K. Elshorbagy, Fotis Barkas, Dídac Llop, Kanika Dharmayat, +6 more
0citations -
Deep Regularized Waveform Learning for Beam Prediction With Limited Samples in Non-Cooperative mmWave Systems2023 IEEE Transactions on Vehicular Technology article Engineering Millimeter-Wave Propagation and Modeling
Hao Huang, Guan Gui, Haris Gacanin, Chau Yuen, Hikmet Sari, Fumiyuki Adachi
30citations -
Machine learning prediction model for postoperative outcome after perforated appendicitis2022 Langenbeck s Archives of Surgery article Medicine Appendicitis Diagnosis and Management Open access
Roman Eickhoff, Alwin Bulla, Simon Bodo Eickhoff, Daniel Heise, Marius Julian Helmedag, Andreas Kroh, +3 more
32citations -
Digitally assisted learning in cardiac electrophysiology and cardiac implantable electronic devices: a Scientific Statement of the European Heart Rhythm Association of the ESC
Sabine Ernst, Alexandre Almorad, Patrick Badertscher, David Duncker, Anthony G. Gallagher, Anthony C. Li, +12 more
1citations -
Personalized Algorithm Generation: A Case Study in Learning ODE Integrators2022 SIAM Journal on Scientific Computing article Mathematics Numerical methods for differential equations Open access
Y. P. Guo, Felix Dietrich, Tom Bertalan, Danimir T. Doncevic, Manuel Dahmen, Ioannis G. Kevrekidis, +1 more
13citations -
Toward an Integrated Machine Learning Model of a Proteomics Experiment2023 Journal of Proteome Research article Chemistry Advanced Proteomics Techniques and Applications Open access
Benjamin A. Neely, Viktoria Dorfer, Lennart Martens, Isabell Bludau, Robbin Bouwmeester, Sven Degroeve, +12 more
74citations -
Commercial channels vs free distribution and screening of agricultural learning videos: A case study from Benin and Mali2020 Experimental Agriculture article Agricultural and Biological Sciences Agricultural Development and Management Open access
Gérard C. Zoundji, Florent Okry, Simplice D. Vodouhê, Jeffery W. Bentley, Loes Witteveen
7citations -
Recurrent neural networks as a physics-based self-learning solver to satisfy plane stress viscoplasticity undergoing isotropic damage2024 Mechanics Research Communications article Physics and Astronomy Model Reduction and Neural Networks Open access
Saurabh Balkrishna Tandale, Vasileios Polydoras, Marcus Stoffel
3citations