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Comparing a rule-based decision tree to an LSTM network for the detection of ineffective efforts during expiration in neonates2025 Current Directions in Biomedical Engineering article Medicine Respiratory Support and Mechanisms Open access
Camelia Oprea, Lena Olivier, Mark Schoberer, André Stollenwerk
1citations -
Classification of Stunting in Toddlers using Naive Bayes Method and Decision Tree2025 Indonesian Journal of Modern Science and Technology article Health Professions Artificial Intelligence in Healthcare Open access
Muhammad Ilham, Syahrani Lonang, Nazaruddin Insyroh, Florence Jean B. Talirongan, Furizal Furizal, Asno Azzawagama Firdaus
3citations -
Click, Branch, Audit: A Decision-Tree Toolkit for Assessing Fundamental Rights Impacts under the Digital Services Act of Very Large Platforms & Search Engines2026 arXiv (Cornell University) preprint Social Sciences Digitalization, Law, and Regulation Open access
Marie-Therese Sekwenz, Till Winkler, Maria-Lucia Rebrean, Nina Baranowska, Manon Carrere, Gianclaudio Malgieri, +1 more
0citations -
Integration Methods for Life Cycle Sustainability Assessment: A Decision Tree to Guide Practitioners2025 SSRN Electronic Journal preprint Environmental Science Environmental Impact and Sustainability Open access
Natalia Cano, Marco Cinelli, Miłosz Kadziński, Sue Ellen Taelman, Erasmo Cadena, Marina Isasa Sarralde
0citations -
Comparing a rule-based decision tree to an LSTM network for the detection of ineffective efforts during expiration in neonates2025 Current Directions in Biomedical Engineering article Medicine Neonatal Respiratory Health Research Open access
Camelia Oprea, Amrutha Kannan, Lena Sophie Olivier, Mark Schoberer, André Stollenwerk
0citations -
How school leadership and innovation shape instructional pathways to student achievement across nations: Evidence from multilevel structural equation modeling and decision tree analysis2025 Studies In Educational Evaluation article Social Sciences School Leadership and Teacher Performance Open access
Burak Aydın, Marjolein Fokkema, Nurullah Eryılmaz, Daniël Muijs, Ronny Scherer, Marcus Pietsch
7citations -
Tree-based algorithms for weakly supervised anomaly detection2024 Physical review. D/Physical review. D. article Physics and Astronomy Particle physics theoretical and experimental studies Open access
Thorben Finke, Marie Hein, Gregor Kasieczka, Michael Krämer, Alexander Mück, Parada Prangchaikul, +3 more
28citations -
Back To The Roots: Tree-Based Algorithms for Weakly Supervised Anomaly Detection2023 arXiv (Cornell University) preprint Physics and Astronomy Particle physics theoretical and experimental studies Open access
Thorben Finke, Marie Hein, Gregor Kasieczka, Michael Krämer, Alexander Mück, Parada Prangchaikul, +3 more
1citations -
Expert Consensus on Clinical Decision Making in the Disease Trajectory of Oropharyngeal Dysphagia in Adults: An International Delphi Study2023 Journal of Clinical Medicine article Health Professions Dysphagia Assessment and Management Open access
Renée Speyer, Mathieu Balaguer, Emmanuelle Cugy, Clémence Devoucoux, S. Morinière, Gaëlle Soriano, +2 more
5citations -
Tree-based machine learning performed in-memory with memristive analog CAM2021 Nature Communications article Engineering Advanced Memory and Neural Computing Open access cited by 5 patents
Giacomo Pedretti, Catherine E. Graves, Sergey Serebryakov, Ruibin Mao, Xia Sheng, Martin Foltín, +2 more
2citations -
Sentinel dosing: A proposed algorithm to guide decision making on which cohorts in early phase clinical pharmacology trials should use this approach2025 British Journal of Clinical Pharmacology article Mathematics Statistical Methods in Clinical Trials Open access
Jules A. A. C. Heuberger, Perry de Jongh, Ewoud‐Jan van Hoogdalem, Wim J. Tamminga, Pieter de Graeff, Geert Jan Groeneveld
4citations -
Development and evaluation of regression tree models for predicting in-hospital mortality of a national registry of COVID-19 patients over six pandemic surges2024 BMC Medical Informatics and Decision Making article Medicine COVID-19 Clinical Research Studies Open access
Martijn C. Schut, Dave Anton Dongelmans, Dylan W. de Lange, Sylvia Brinkman, D.P. Verbiest, Leo F te Velde, +66 more
5citations -
High-Throughput FPGA-Based Inference of Gradient Tree Boosting Models for Position Estimation in PET Detectors2023 IEEE Transactions on Radiation and Plasma Medical Sciences article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access
Karl Krueger, Florian Mueller, Pierre Gebhardt, Bjoern Weissler, David Schug, Volkmar Schulz
17citations -
High throughput software-based gradient tree boosting positioning for PET systems2021 Biomedical Physics & Engineering Express article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access
Christian Wassermann, Florian Mueller, Thomas Dey, Janko Lambertus, David Schug, Volkmar Schulz, +1 more
8citations -
SAFEST: The Static and Dynamic Fault Tree Analysis Tool2023 European Safety and Reliability Conference (ESREL) conference-paper Decision Sciences Risk and Safety Analysis Open access
Matthias Volk, Muzammil Ibne Irshad, Joost-Pieter Katoen, Falak Sher, Mariëlle I. A. Stoelinga, Zafar Ahmad
0citations -
Evolutionary algorithms and decision trees for predicting poor outcome after endovascular treatment for acute ischemic stroke2021 Computers in Biology and Medicine article Health Professions Artificial Intelligence in Healthcare Open access
N. Kappelhof, Lucas A. Ramos, Manon Kappelhof, Hendrikus J. A. van Os, Vicky Chalos, Katinka R. van Kranendonk, +11 more
25citations -
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