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Conventional regression analysis and machine learning in prediction of anastomotic leakage and pulmonary complications after esophagogastric cancer surgery2022 Journal of Surgical Oncology article Medicine Esophageal Cancer Research and Treatment Open access
Robert T. van Kooten, Renu R. Bahadoer, Bouwdewijn ter Buurkes de Vries, Michel W.J.M. Wouters, Rob A.�E.�M. Tollenaar, Henk H. Hartgrink, +2 more
28citations -
#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 -
Predicting ICU Mortality in Acute Respiratory Distress Syndrome Patients Using Machine Learning: The Predicting Outcome and STratifiCation of severity in ARDS (POSTCARDS) Study*
Jesús Villar, Jesús María González-Martín, Jerónimo Hernández-González, Miguel Ángel Armengol de la Hoz, Cristina Fernández, Carmen Martín-Rodríguez, +14 more
52citations -
Development and validation of a machine learning-supported strategy of patient selection for osteoarthritis clinical trials: the IMI-APPROACH study2023 Osteoarthritis and Cartilage Open article Medicine Osteoarthritis Treatment and Mechanisms Open access
Paweł Widera, Paco M J Welsing, Samuel Danso, Sjaak Peelen, M. Kloppenburg, Marieke Loef, +13 more
12citations -
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 -
Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury2020 Journal of Clinical Epidemiology article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
Benjamin Yaël Gravesteijn, Daan Nieboer, Ari Ercole, Hester Floor Lingsma, David Nelson, Ben Van Calster, +90 more
198citations -
Machine learning cardiac-MRI features predict mortality in newly diagnosed pulmonary arterial hypertension2022 European Heart Journal - Digital Health article Medicine Pulmonary Hypertension Research and Treatments Open access
Samer Alabed, Johanna Uthoff, Shuo Zhou, Pankaj Garg, Krit Dwivedi, Faisal Alandejani, +12 more
35citations -
Machine Learning Algorithms Evaluate Immune Response to Novel Mycobacterium tuberculosis Antigens for Diagnosis of Tuberculosis2021 Frontiers in Cellular and Infection Microbiology article Medicine Tuberculosis Research and Epidemiology Open access
Noëmi Meier, Thomas M. Sutter, Marc Jacobsen, Tom H. M. Ottenhoff, Julia Elisabeth Vogt, Nicole Ritz
23citations -
Improving the Detection of Potential Cases of Familial Hypercholesterolemia: Could Machine Learning Be Part of the Solution?2024 Journal of the American Heart Association article Medicine Lipoproteins and Cardiovascular Health Open access
Christophe A. T. Stevens, Antonio J. Vallejo‐Vaz, Joana Rita Chora, Fotios Barkas, Julia Brandts, Alireza S. Mahani, +3 more
6citations -
Comparison of left ventricular mass and wall thickness between cardiac computed tomography angiography and cardiac magnetic resonance imaging using machine learning algorithms2024 European Heart Journal - Imaging Methods and Practice article Medicine Cardiac Imaging and Diagnostics Open access
Finn Y. van Driest, Rob J. van der Geest, Sharif Omara, Alexander Broersen, Jouke Dijkstra, J. Wouter Jukema, +1 more
6citations -
A Machine Learning Algorithm to Identify Patients with Possible Non-Dialysis-Dependent CKD2021 Journal of the American Society of Nephrology article Medicine Chronic Kidney Disease and Diabetes
Thierry Lobbedez, Karim Dardim, Arnaud Panes, Gwendoline Poinsot, Jérôme Fernandes, Laurence Dubel, +1 more
0citations -
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 -
Machine-learning predicted and actual 2-year structural progression in the IMI-APPROACH cohort2023 Quantitative Imaging in Medicine and Surgery article Medicine Osteoarthritis Treatment and Mechanisms Open access
Mylène P. Jansen, W. Wirth, Jaume Bacardit, E.M. van Helvoort, Anne C. A. Marijnissen, M. Kloppenburg, +9 more
5citations -
CIN2 + detection in high-risk HPV patients with no or minor cervical cytologic abnormalities: a clinical approach validated by machine learning2023 Archives of Gynecology and Obstetrics article Medicine Cervical Cancer and HPV Research Open access
Julia Wittenborn, Tomáš Kupec, Séverine Iborra, Laila Najjari, Lieven Nils Kennes, Elmar Stickeler
3citations