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The GAMBIT Universal Model Machine: from Lagrangians to likelihoods2021 The European Physical Journal C article Physics and Astronomy Particle physics theoretical and experimental studies Open access
Sanjay Bloor, Tomás E. Gonzalo, Pat Scott, Christopher Chang, Are Raklev, José Eliel Camargo-Molina, +4 more
21citations -
Abstract 4137423: Can Machine Learning Help Prioritise Who to Screen for Elevated Lipoprotein(a) (Lp[a]) in the General Population vs a Screen all Approach? An Analysis from UK Biobank
Christophe A. T. Stevens, Fotios Barkas, Julia Brandts, Sunganani Kwilasi, Alireza S. Mahani, Antonio J. Vallejo‐Vaz, +2 more
0citations -
Parameterized quantum circuits as universal generative models for continuous multivariate distributions2025 npj Quantum Information article Computer Science Quantum Computing Algorithms and Architecture Open access
Alice Barthe, Michele Grossi, Sofia Vallecorsa, Jordi Tura, Vedran Dunjko
11citations -
Correspondence on “Machine Learning-Assisted Identification and Quantification of Hydroxylated Metabolites of Polychlorinated Biphenyls in Animal Samples”2023 Environmental Science & Technology editorial Environmental Science Toxic Organic Pollutants Impact Open access
Patrick Ziegler, Natalia Quinete, Jens Bertram, Isabella Eva Randerath, Thomas Kraus, Thomas Schettgen
0citations -
Deep and accurate detection of m6A RNA modifications using miCLIP2 and m6Aboost machine learning2021 Nucleic Acids Research article Biochemistry, Genetics and Molecular Biology RNA modifications and cancer Open access
Nadine Körtel, Cornelia Rücklé, You Zhou, Anke Busch, Peter Hoch-Kraft, F.X. Reymond Sutandy, +12 more
126citations -
A machine learning approach to mapping baryons on to dark matter haloes using the eagle and C-EAGLE simulations2021 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Christopher C. Lovell, Stephen M. Wilkins, Matthieu Schaller, C. M. Baugh, Giulio Fabbian, Yannick M Bahé
47citations -
CIN2 + detection in high-risk HPV patients with no or minor cervical cytologic abnormalities: a clinical approach validated by machine learning2023 Archives of Gynecology and Obstetrics article Medicine Cervical Cancer and HPV Research Open access
Julia Wittenborn, Tomáš Kupec, Séverine Iborra, Laila Najjari, Lieven Nils Kennes, Elmar Stickeler
3citations -
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 -
Impact of a Machine Learning–Based Decision Support System for Urinary Tract Infections: Prospective Observational Study in 36 Primary Care Practices2022 JMIR Medical Informatics article Health Professions Electronic Health Records Systems Open access
Willem Ernst Herter, Janine Khuc, Giovanni Cinà, Bart J. Knottnerus, Mattijs Everard Numans, Maryse A. Wiewel, +5 more
27citations -
Novel machine learning algorithm can identify patients at risk of poor overall survival following curative resection for colorectal liver metastases2022 Journal of Hepato-Biliary-Pancreatic Sciences article Medicine Colorectal Cancer Surgical Treatments Open access
Iakovos Amygdalos, Gustav Anton Müller‐Franzes, Jan Bednarsch, Zoltán Czigány, Tom Florian Ulmer, Philipp Bruners, +4 more
21citations -
From prediction to practice: early implementation of a machine learning–based hospitalization prediction tool in the emergency department2026 International Journal of Medical Informatics article Medicine Emergency and Acute Care Studies Open access
Wouter Raven, Anne de Hond, J. Vermeire, Laurens Schinkelshoek, L. Mulder, A. van Someren, +3 more
1citations -
Automatic Classification of Pavement Type and Service Age Benchmarked with Standard Texture Databases Using the Machine Learning Method: A Pilot Study1citations
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Usability and Usefulness of Machine Learning–Based Clinical Decision Support Software in Primary Care: Survey of Users in a Prospective Observational Study2026 JMIR Medical Informatics article Health Professions Electronic Health Records Systems Open access
Willem Ernst Herter, Janine Khuc, Tobias Nicolaas Bonten, Robert A. Verheij, Mattijs Everard Numans, Niels Henrik Chavannes
0citations