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Multi-target Weakly Supervised Regression Using Manifold Regularization and Wasserstein Metric2023 Communications in computer and information science conference-paper Computer Science Machine Learning and Algorithms
Kirill Kalmutskiy, Lyailya Cherikbayeva, Alexander Litvinenko, Vladimir Berikov
0citations -
Regression-based Deep-Learning predicts molecular biomarkers from pathology slides2024 Nature Communications article Computer Science AI in cancer detection Open access cited by 1 patent
Omar S. M. El Nahhas, Chiara Maria Lavinia Loeffler, Zunamys Itzell Carrero, Marko van Treeck, Fiona R. Kolbinger, Katherine Jane Hewitt, +11 more
106citations -
Artificial neural networks for galaxy clustering: Learning from the two-point correlation function of BOSS galaxies2023 Astronomy and Computing article Physics and Astronomy Cosmology and Gravitation Theories Open access
Niccolò Veronesi, F. Marulli, Alfonso Veropalumbo, Lauro Moscardini
3citations -
A review of information sources and analysis methods for data driven decision aids in child and adolescent mental health services2024 International Journal of Medical Informatics article Computer Science Machine Learning in Healthcare Open access
Kaban Koochakpour, Øystein Nytrø, BENNETT L. LEVENTHAL, Odd Sverre Westbye, Thomas Brox Røst, Roman A. Koposov, +4 more
2citations -
The Importance of Landscape Features for Performance Prediction of Modular CMA-ES Variants2022 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Diederick Vermetten, Sašo Džeroski, Carola Doerr, Peter Korošec, Tome Eftimov
1citations -
Machine Learning Applications for Mass Spectrometry-Based Metabolomics2020 Metabolites article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access cited by 7 patents
Ulf W. Liebal, Phan Nguyen Thuy An, Malvika Sudhakar, Karthik Raman, Lars M. Blank
375citations -
Using Explainable Artificial Intelligence Models (ML) to Predict Suspected Diagnoses as Clinical Decision Support2022 Studies in health technology and informatics book-chapter Health Professions Artificial Intelligence in Healthcare Open access
Zully Ritter, Stefan Vogel, Frank Christian Schultze, Kerstin Pischek-Koch, Wiebke Schirrmeister, Felix Walcher, +4 more
6citations -
ESAFORM Benchmark 2025: predicting stainless steel PBF-LB part density using statistical, data-driven, and physics-informed machine learning models derived from process parameters and in-situ monitoring data2026 International Journal of Material Forming article Engineering Additive Manufacturing Materials and Processes Open access cited by 1 patent
Medad C.C. Monu, Éanna McCarthy, Abhilash Puthanveettil Madathil, Josiah Cherian Chekotu, Irina Ilic, Merve Nur Doğu, +14 more
4citations