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Development of machine-learning algorithms for 90-day and one-year mortality prediction in the elderly with femoral neck fractures based on the HEALTH and FAITH trials
Hidde Dijkstra, Jacobien H. F. Oosterhoff, Anouk van de Kuit, Frank F. A. IJpma, Joseph Hasbrouck Schwab, Rudolf Wilhelm Poolman, +7 more
17citations -
Hybrid Deep Learning for Botnet Attack Detection in the Internet-of-Things Networks2020 IEEE Internet of Things Journal article Computer Science Network Security and Intrusion Detection Open access cited by 1 patent
Segun Isaiah Popoola, Bamidele Adebisi, Mohammad Ali A. Hammoudeh, Guan Gui, Haris Gacanin
249citations -
GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction2025 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access
Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert
8citations -
Mortality Prediction in Severe Traumatic Brain Injury Using Traditional and Machine Learning Algorithms2023 Journal of Neurotrauma article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
Xiang Wu, Xiao Li Xu, Ewout Willem Steyerberg, Isabel Retel Helmrich, Fiona Elizabeth Lecky, Jianying Guo, +6 more
33citations -
Fear, Behaviour, and the COVID-19 Pandemic: A City-Scale Agent-Based Model Using Socio-Demographic and Spatial Map Data2022 Journal of Artificial Societies and Social Simulation article Mathematics COVID-19 epidemiological studies Open access
Carl Orge Retzlaff, Laura Burbach, Lilian Kojan, Patrick Halbach, Johannes Nakayama, Martina Ziefle, +1 more
14citations -
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 -
Deep learning based automation of mean linear intercept quantification in COPD research2025 Frontiers in Big Data article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Lars Leyendecker, Anna Louisa Weltin, Florian Nienhaus, Michaela Matthey, Bastian Nießing, Daniela Wenzel, +1 more
2citations -
Action initiation and punishment learning differ from childhood to adolescence while reward learning remains stable2023 Nature Communications article Neuroscience Neural and Behavioral Psychology Studies Open access
Ruth Pauli, Inti Angelo Brazil, Gregor Kohls, Miriam C. Klein-Flügge, Jack C Rogers, Dimitris G. Dikeos, +11 more
23citations -
PEAβ Triggers Cognitive Decline and Amyloid Burden in a Novel Mouse Model of Alzheimer’s Disease2021 International Journal of Molecular Sciences article Medicine Alzheimer's disease research and treatments Open access
Luana Cristina Camargo, Michael Schöneck, Nivethini Sangarapillai, Dominik Honold, Nadim Jon Shah, Karl‐Josef Langen, +4 more
7citations