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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 -
Machine learning for optimal growth temperature prediction of prokaryotes using amino acid descriptors2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access
Sophie Colette, Jérémie François, Bart De Moor, Vera van Noort
4citations -
Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning2020 PLoS ONE article Computer Science Medical Image Segmentation Techniques Open access cited by 3 patents
Lohendran Baskaran, Subhi Jamal Alaref, Gabriel Maliakal, Benjamin C. Lee, Zhuoran Xu, Jeong Won Choi, +31 more
48citations -
Advancing Machine Learning for Stellar Activity and Exoplanet Period Rotation2024 arXiv (Cornell University) preprint Physics and Astronomy Stellar, planetary, and galactic studies Open access
Fatemeh Fazel Hesar, Bernard H. Foing, Ana Maria Heras, Mojtaba Raouf, Victoria Foing, Shima Javanmardi, +1 more
0citations -
Analysis code and derived data for: Demographic Shortcuts Account for Most of the Apparent Accuracy of Four-Class Gait-Based Differential Diagnosis in Neurodegenerative Disease: An Interpretability-Driven Audit of Machine Learning on a Public Gait Benchmark0citations
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Analysis code and derived data for: Demographic Shortcuts Account for Most of the Apparent Accuracy of Four-Class Gait-Based Differential Diagnosis in Neurodegenerative Disease: An Interpretability-Driven Audit of Machine Learning on a Public Gait Benchmark0citations
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Machine Learning-Based Prediction of in-Hospital Death for Patients with Takotsubo Syndrome: The InterTAK-ML Model2023 European Journal of Heart Failure article Medicine Takotsubo Cardiomyopathy and Associated Phenomena Open access
Ovidio DE FILIPPO, Victoria L. Cammann, Corrado Pancotti, Davide Di Vece, Angelo Silverio, Victor Schweiger, +93 more
43citations -
Applying Machine Learning to Automate Calibration for Model Predictive Control of Building Energy Systems2020 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Thomas Storek, Asad Esmailzadeh, Phlipp Mehrfeld, Markus Schumacher, Marc Baranski, Dirk Müller
3citations -
Optimizing Pavement Maintenance with AI: A Data-Driven Framework Integrating Optimization and Machine Learning2026 International Journal of Pavement Research and Technology article Engineering Infrastructure Maintenance and Monitoring Open access
Tiago Tamagusko, Sérgio Copetti Callai, Matheus Gomes Correia, A M Ferreira
2citations -
Towards machine learning based prediction of magnetic nanoparticle properties2024 International journal on magnetic particle imaging article Engineering Characterization and Applications of Magnetic Nanoparticles Open access
Lukas Glänzer, Lennart Göpfert, Max Schoenen, Thomas Schmitz‐Rode, Ioana Slabu
0citations -
Large-Scale Modeling of Sparse Protein Kinase Activity Data2023 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access
Sohvi Luukkonen, Erik Meijer, Giovanni A. Tricarico, Johan Hofmans, Pieter F. W. Stouten, Gerard J. P. van Westen, +1 more
14citations -
Using ensemble radiomic models to identify uncertainty in lung nodule classifications2025 European Journal of Radiology Artificial Intelligence article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Elisabeth A. G. Pfaehler, Lena Krieger, Ira Assent, Sven Nebelung, Alex Zwanenburg, Daniel Truhn
1citations