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Reporting of prognostic clinical prediction models based on machine learning methods in oncology needs to be improved2021 Journal of Clinical Epidemiology article Decision Sciences Meta-analysis and systematic reviews Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
110citations -
Decision-making in complex health care situations: Shared understanding, experimenting, reflecting and learning2021 International Journal of Care Coordination article Health Professions Patient-Provider Communication in Healthcare Open access
Antoinette Reerink, Jet Bussemaker, C Bastiaan Leerink, Jan A.M. Kremer
3citations -
Swarm Learning for decentralized and confidential clinical machine learning2021 Nature article Computer Science Privacy-Preserving Technologies in Data Open access cited by 9 patents
Stefanie Warnat‐Herresthal, Hartmut Schultze, Krishnaprasad Lingadahalli Shastry, Sathyanarayanan Manamohan, Saikat Mukherjee, Vishesh Garg, +91 more
901citations -
Machine Learning for Bird Song Learning (ML4BL) dataset2021 Zenodo (CERN European Organization for Nuclear Research) dataset Biochemistry, Genetics and Molecular Biology Animal Vocal Communication and Behavior Open access
Lies Zandberg, Veronica Morfi, Julia M. George, David F. Clayton, Dan Stowell, Robert F. Lachlan
0citations -
Machine Learning for Bird Song Learning (ML4BL) dataset2021 TigerPrints (Clemson University) article Biochemistry, Genetics and Molecular Biology Animal Vocal Communication and Behavior Open access
Lies Zandberg, Veronica Morfi, Julia M. George, David F. Clayton, Dan Stowell, Robert F. Lachlan
0citations -
What Were You Thinking? Medical Students’ Metacognition and Perceptions of Self-Regulated Learning2021 Teaching and Learning in Medicine article Medicine Innovations in Medical Education Open access
Marjolein Versteeg, Guusje Bressers, Marjo Wijnen‐Meijer, Belinda W. C. Ommering, Arnout Jan de Beaufort, Paul Steendijk
44citations -
The multi-dimensional nature of vocal learning2021 Philosophical Transactions of the Royal Society B Biological Sciences article Biochemistry, Genetics and Molecular Biology Animal Vocal Communication and Behavior Open access
Sonja C. Vernes, Buddhamas Pralle Kriengwatana, Veronika C. Beeck, Julia Fischer, Peter Lloyd Tyack, Carel ten Cate, +1 more
83citations -
Machine learning for developing a prediction model of hospital admission of emergency department patients: Hype or hope?2021 International Journal of Medical Informatics article Medicine Emergency and Acute Care Studies Open access
Anne de Hond, Wouter Raven, Laurens Schinkelshoek, Menno Iskander Gaakeer, Ewoud ter Avest, Özcan Sir, +7 more
66citations -
Induced network-based transfer learning in injection molding for process modelling and optimization with artificial neural networks97citations
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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 Spatio-Temporal Ensemble Deep Learning Architecture for Real-Time Defect Detection during Laser Welding on Low Power Embedded Computing Boards2021 Sensors article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent
Christian Knaak, Jakob von Eßen, Moritz Kröger, Frederic Schulze, Arnold Gillner
71citations