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Prediction of Gastrointestinal Bleeding Hospitalization Risk in Hemodialysis: Machine Learning vs. Logistic Regression2024 Journal of the American Society of Nephrology article Medicine Gastrointestinal Bleeding Diagnosis and Treatment
Suman Kumar Lama, John W. Larkin, Sheetal Chaudhuri, Yue Jiao, Anke C. Winter, Manuela Stauss‐Grabo, +6 more
0citations -
Influence of concrete composition on fatigue life: Machine learning-based prediction of the number of cycles to failure2026 International Journal of Fatigue article Engineering Fatigue and fracture mechanics Open access
S. Voss, Silke Scheerer, Raúl Enrique Beltrán Gutiérrez, Thorsten Betz, Chongjie Kang, Steffen Marx
0citations -
Improving the Timing Resolution of Positron Emission Tomography Detectors Using Boosted Learning—A Residual Physics Approach2023 IEEE Transactions on Neural Networks and Learning Systems article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access
Stephan Naunheim, Yannick Kuhl, David Schug, Volkmar Schulz, Florian Mueller
24citations -
A structural machine learning approach for rapid prediction of thermodynamically destabilizing tyrosine phosphorylations2025 Cell Reports Methods article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access
Jaie C. Woodard, Atena Malemir Chegini, Jian Tian, Rupa Bhowmick, Subramaniam Pennathur, Alireza Mashaghi, +2 more
4citations -
A Machine Learning based approach to predict road rutting considering uncertainty2024 Case Studies in Construction Materials article Engineering Asphalt Pavement Performance Evaluation Open access
Ke Chen, Mehran Eskandari Torbaghan, Nick H. Thom, Álvaro García, Asaad Faramarzi, David Chapman
17citations -
Mapping tree species diversity across the Amazon using remote sensing, diverse environmental data and machine learning2026 International Journal of Applied Earth Observation and Geoinformation article Environmental Science Remote Sensing in Agriculture Open access
Shoyo Nakamura, Nandin‐Erdene Tsendbazar, Hans ter Steege, Lars Hein, Jannik Schultner
0citations -
Deep learning-based single image super-resolution for low-field MR brain images2022 Scientific Reports article Computer Science Advanced Image Processing Techniques Open access cited by 4 patents
M. L. de Leeuw den Bouter, Giuseppe Ippolito, Thomas O’Reilly, Rob Remis, Martin B. van Gijzen, ANDREW G. WEBB
95citations -
Predicting responders to prone positioning in mechanically ventilated patients with COVID-19 using machine learning2022 Annals of Intensive Care article Medicine Respiratory Support and Mechanisms Open access cited by 1 patent
Tariq A. Dam, Luca F. Roggeveen, Fuda van Diggelen, Lucas M. Fleuren, Ameet R. Jagesar, Martijn Otten, +92 more
14citations