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Does machine learning combined with clinical judgment outperform clinical judgment alone in predicting in-hospital mortality in old and young suspected infection emergency department patients?2023 European Journal of Emergency Medicine article Medicine Sepsis Diagnosis and Treatment Open access
Wouter Raven, Anne de Hond, Lisa-Milou Bouma, Leandra M. Mulder, Bas de Groot
3citations -
Deep learning models predicting hormone receptor status in breast cancer trained on females do not generalize to males: further evidence of sex-based disparity in breast cancer
Subarnarekha Chatterji, Jan Niehues, Marko van Treeck, Chiara Maria Lavinia Loeffler, Oliver Lester Saldanha, Gregory Patrick Veldhuizen, +5 more
0citations -
Aggregation of Class Activation Maps for Explaining Deep Learning at a Population Level2026 SSRN Electronic Journal preprint Computer Science Explainable Artificial Intelligence (XAI) Open access
Yanli Li, Xikai Tang, Dennis A Ton, Denis P. Shamonin, Hessam Sokooti, M. Reijnierse, +3 more
0citations -
Specializing large language models for process modeling via reinforcement learning with verifiable and universal rewards2025 Process Science article Business, Management and Accounting Business Process Modeling and Analysis Open access
Alessandro Berti, Xiaoting Wang, Humam Kourani, Wil M. P. van der Aalst
0citations -
Quality Monitoring Procedure in Additive Material Extrusion Using Machine Learning2023 Lecture notes in computer science conference-paper Engineering Additive Manufacturing and 3D Printing Technologies
Anne Rathje, Ronja Witt, Anna-Lena Knott, Benjamin Küster, Malte Stonis, Ludger Overmeyer, +1 more
0citations -
POS0843 A NEW RISK MODEL IS ABLE TO IDENTIFY SYSTEMIC SCLEROSIS PATIENTS WITH A LOW RISK OF DISEASE PROGRESSION2021 Annals of the Rheumatic Diseases conference-abstract Medicine Systemic Sclerosis and Related Diseases
Nina Marijn van Leeuwen, Marc P. Maurits, Sophie I E Liem, Jacopo Ciaffi, Nina Ajmone-Marsan, M.K. Ninaber, +6 more
0citations -
POS1376 AUTOMATIC SEGMENTATION-FREE INFLAMMATION SCORING IN RHEUMATOID ARTHRITIS FROM MRI USING DEEP LEARNING2024 Annals of the Rheumatic Diseases conference-abstract Medicine Rheumatoid Arthritis Research and Therapies
Yanli Li, Denis P. Shamonin, Tahereh Hassanzadeh, M. Reijnierse, Annette H M van der Helm–van Mil, Berend C. Stoel
0citations -
Hybrid Deep Learning-Based Networks for Deterministic and Probabilistic Wind Nowcasting Within a Wake Vortex Warning System for Vertiport Operations2026 Meteorological Applications article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access
Sooseok Lee, Frank N. Holzäpfel, Anton Stephan, Dieter Moormann
0citations -
OC12.01: *Prospective multicenter development and validation of deep learning for ultrasound‐based adnexal mass risk stratification2026 Ultrasound in Obstetrics and Gynecology conference-abstract Computer Science AI in cancer detection Open access
Axel Geysels, G. Garofalo, Cristina Taliento, S. Guerra, Ramakers Florian, A.C. Testa, +16 more
0citations