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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 -
Use of Analog and Human Insulin in a European Hemodialysis Cohort With Type 2 Diabetes: Associations With Mortality, Hospitalization, MACE, and Hypoglycemia2023 American Journal of Kidney Diseases article Medicine Diabetes Treatment and Management Open access
Thomas Ebert, Marni Greig, Claudia Lamina, Marc Froissart, Kai‐Uwe Eckardt, Jürgen Floege, +4 more
6citations -
#1085 Prediction models for hospitalization in patients with advanced chronic kidney disease: systematic review, external validation and development study2024 Nephrology Dialysis Transplantation article Medicine Dialysis and Renal Disease Management Open access
Roemer J. Janse, Jet Milders, Joris I. Rotmans, Friedo Wilhelm Dekker, Merel van Diepen
0citations -
Readmission After Gastrointestinal Bleeding Hospitalization in Dialysis Patients2023 Journal of the American Society of Nephrology conference-abstract Medicine Gastrointestinal Bleeding Diagnosis and Treatment
Yue Jiao, Belén Alejos, Melanie Wolf, John W. Larkin, Anke C. Winter, Sheetal Chaudhuri, +7 more
0citations -
#2067 Prediction of gastrointestinal bleeding hospitalization risk in hemodialysis using machine learning techniques2024 Nephrology Dialysis Transplantation article Medicine Gastrointestinal Bleeding Diagnosis and Treatment
John W. Larkin, Suman Kumar Lama, Sheetal Chaudhuri, Yue Jiao, Anke C. Winter, Manuela Stauss‐Grabo, +6 more
0citations -
From prediction to practice: early implementation of a machine learning–based hospitalization prediction tool in the emergency department2026 International Journal of Medical Informatics article Medicine Emergency and Acute Care Studies Open access
Wouter Raven, Anne de Hond, J. Vermeire, Laurens Schinkelshoek, L. Mulder, A. van Someren, +3 more
1citations -
Prediction of Gastrointestinal Bleeding Hospitalization in Hemodialysis2022 Journal of the American Society of Nephrology conference-abstract Medicine Dialysis and Renal Disease Management
Suman Kumar Lama, John W. Larkin, Sheetal Chaudhuri, Joanna L. Willetts, Anke C. Winter, Yue Jiao, +6 more
0citations -
Patient-focused outcomes after initiation of dialysis for ESRD: mortality, hospitalization and functional impairment2023 Nephrology Dialysis Transplantation article Medicine Dialysis and Renal Disease Management Open access
Benedikt Kolbrink, Katrin Schüssel, Friedrich Alexander von Samson‐Himmelstjerna, Grit Esser, Jürgen Floege, Ulrich Kunzendorf, +1 more
29citations -
Reasons for Hospitalization of Patients with Acute Pulmonary Embolism Based on the Hestia Decision Rule2020 Thrombosis and Haemostasis article Medicine Venous Thromboembolism Diagnosis and Management Open access
Stephan V. Hendriks, Paul L. den Exter, Wendy Zondag, Rolf E. Brouwer, Michiel Eijsvogel, Marco Grootenboers, +12 more
3citations