Papers matching “machine learning workflow” 104
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Making sense of fossils and artefacts: a review of best practices for the design of a successful workflow for machine learning-assisted citizen science projects
Isaak Eijkelboom, Anne S. Schulp, Luc W. S. W. Amkreutz, Dylan Verheul, Wouter Verschoof‐van der Vaart, Sasja van der Vaart-Verschoof, +5 more
3citations -
Insight to Gene Expression From Promoter Libraries With the Machine Learning Workflow Exp2Ipynb2021 Frontiers in Bioinformatics article Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access
Ulf W. Liebal, Sebastian Köbbing, Linus Netze, Artur M. Schweidtmann, Alexander Mitsos, Lars M. Blank
11citations -
The immuneML ecosystem for machine learning analysis of adaptive immune receptor repertoires2021 Nature Machine Intelligence article Biochemistry, Genetics and Molecular Biology vaccines and immunoinformatics approaches Open access
Milena Pavlović, Lonneke Scheffer, Keshav Motwani, Chakravarthi Kanduri, Radmila Kompova, Nikolay Vazov, +36 more
88citations -
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 -
Availability of Evidence for Predictive Machine Learning Algorithms in Primary Care2024 JAMA Network Open article Medicine Artificial Intelligence in Healthcare and Education Open access
Margot M. Rakers, Marieke Meija van Buchem, Sergej Kucenko, Anne de Hond, Ilse M.J. Kant, Maarten van Smeden, +5 more
32citations -
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 -
Machine Learning as a Service for DiSSCo’s Digital Specimen Architecture2021 Biodiversity Information Science and Standards article Computer Science Research Data Management Practices Open access
Jonas Grieb, Claus Weiland, Alex Hardisty, Wouter Addink, Sharif Islam, Sohaib Younis, +1 more
7citations -
Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties2022 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Clara Betancourt, Timo T. Stomberg, Ann-Kathrin Edrich, Ankit Patnala, Martin G. Schultz, Ribana Roscher, +2 more
30citations -
Development of Machine Learning Algorithms for Identifying Patients With Limited Health Literacy2024 Journal of Evaluation in Clinical Practice article Health Professions Health Literacy and Information Accessibility Open access
Dylan Koole, Oscar Yuan-Jie Shen, Amanda Lans, Tom Maarten Groot, Jorrit‐Jan Verlaan, Joseph H. Schwab
3citations -
Application of Machine Learning in Nanotoxicology: A Critical Review and Perspective2024 Environmental Science & Technology article Materials Science Machine Learning in Materials Science Open access
Yunchi Zhou, Ying Wang, Willie J.G.M. Peijnenburg, Martina G. Vijver, Surendra Balraadjsing, Zhaomin Dong, +9 more
32citations -
“EXPERT” A Practical and Forward-Looking Guide to Capturing Protein Expression and Purification Metadata to develop Machine Learning Models2026 Journal of Biological Chemistry article Decision Sciences Scientific Computing and Data Management Open access
C.D.O. Cooper, Evgeny Tankhilevich, Kim Remans, Ahmed El Marjou, Aled M. Edwards, Andrew Leach, +80 more
0citations -
Prediction of the Extent of Blood–Brain Barrier Transport Using Machine Learning and Integration into the LeiCNS-PK3.0 Model2025 Pharmaceutical Research article Computer Science Computational Drug Discovery Methods Open access
Berfin Gülave, Helle W. van den Maagdenberg, Luke van Boven, Gerard J. P. van Westen, Elizabeth C. M. de Lange, J. G. Coen van Hasselt
7citations -
Automated Cryo‐EM and Supervised Machine Learning Enable Reproducible Characterization of Extracellular Vesicles and Co‐Isolating Particles2026 Journal of Extracellular Vesicles article Biochemistry, Genetics and Molecular Biology Extracellular vesicles in disease Open access
Agustin Enciso‐Martinez, Frank G. A. Faas, A van der Meulen - de de Jong, Ton G. J. M. van Leeuwen, Rienk Nieuwland, Edwin van der Pol, +2 more
3citations