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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 -
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 -
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 -
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 -
Prediction and risk evaluation of delirium after surgery in older patients: development and internal validation of an algorithm from the prospective BioCog cohort study2026 British Journal of Anaesthesia article Medicine Intensive Care Unit Cognitive Disorders Open access
Florian Lammers‐Lietz, Levent Akyuez, Diana Boraschi, Friedrich Borchers, Jeroen de Bresser, Sreyoshi Chatterjee, +54 more
6citations -
A novel method for continuous measurements of clinical practice guideline adherence2023 Learning Health Systems article Medicine Clinical practice guidelines implementation Open access
Kees C.W.J. Ebben, Cor Doede de Kroon, Channa E. Schmeink, Olga L. van der Hel, Thijs van Vegchel, Arturo Moncada‐Torres, +2 more
6citations -
Diagnosis of treatment-related changes in children and adolescents with brain and spinal tumors: a cost-effectiveness analysis using MRI and [18 F]FET PET2025 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Medical Imaging Techniques and Applications Open access
Jurij Rosen, Jan‐Michael Werner, Garry S. Ceccon, Elena K Rosen, Michael Wollring, Isabelle Stetter, +7 more
3citations -
Enhancing the Follow-up Assessment of Very Preterm Children with Regard to 5-Year IQ Considering Socioeconomic Status2022 Zeitschrift für Geburtshilfe und Neonatologie article Medicine Infant Development and Preterm Care
Kathrin Hoberg, Martin Häusler, Thorsten W Orlikowsky, Karen Lidzba
1citations -
A Computational Method for Systematic Comparison of Clinical Practice Guidelines2026 Clinical and Public Health Guidelines article Medicine Clinical practice guidelines implementation Open access
Kees C.W.J. Ebben, Astrid C P Swinkels, C. D. de Kroon, Channa E. Schmeink, Wui‐Jin Koh, Olga L. van der Hel, +4 more
0citations -
OP0082 Evidence-based detection of progression of systemic sclerosis-interstitial lung disease patients: the EUSTAR-PPF study (CP number 148)2025 Annals of the Rheumatic Diseases conference-abstract Medicine Systemic Sclerosis and Related Diseases Open access
Corrado Campochiaro, Denis Mongin, Delphine Sophie Courvoisier, P. Carreira Delgado, Jeska Kirsten De Vries-Bouwstra, Gabór Kumánovics, +12 more
1citations -
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 -
Impact of 18FFDG-PET/CT and Laparoscopy in Staging of Locally Advanced Gastric Cancer: A Cost Analysis in the Prospective Multicenter PLASTIC-Study2024 Annals of Surgical Oncology article Medicine Gastric Cancer Management and Outcomes Open access
Cas de Jongh, Miriam P. van der Meulen, Emma C. Gertsen, Hylke J.F. Brenkman, Johanna Wilhelmina van Sandick, Mark I. van Berge Henegouwen, +33 more
7citations -
Holistic evaluation of a machine learning-based timing calibration for PET detectors under varying data sparsity2024 Physics in Medicine and Biology article Medicine Medical Imaging Techniques and Applications Open access
Stephan Naunheim, Florian Mueller, Vanessa Nadig, Yannick Kuhl, Judith Breuer, Nan Zhang, +5 more
7citations -
Predicting Drug Response with Multi-Task Gradient-Boosted Trees in Epilepsy2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Epilepsy research and treatment Open access
Christian M. Boßelmann, Roland Krause, Patrick May, Stefan Wolking, Gianpiero L. Cavalleri, Norman Delanty, +12 more
0citations -
Development and external validation of a novel prediction model for the TraumaTriage App2026 European Journal of Trauma and Emergency Surgery article Medicine Trauma and Emergency Care Studies Open access
Max Gulickx, Robin D. Lokerman, Rogier van der Sluijs, Rinske M. Tuinema, Risco van Vliet, Falco Hietbrink, +2 more
0citations -
Leveraging real-world data for continuous evaluation of computational clinical practice guidelines2025 BMJ Health & Care Informatics article Medicine Clinical practice guidelines implementation Open access
Kees C.W.J. Ebben, Cor Doede de Kroon, Channa E. Schmeink, Olga L. van der Hel, Thijs van Vegchel, Ignace H J T de Hingh, +1 more
0citations