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An Interpretable Machine Learning Model with Deep Learning-based Imaging Biomarkers for Diagnosis of Alzheimer's Disease2023 arXiv (Cornell University) preprint Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Bo Li, Janne M. Papma, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, +6 more
1citations -
Machine Learning‐Based Model Selection and Averaging Outperform Single‐Model Approaches for a Priori Vancomycin Precision Dosing2025 CPT Pharmacometrics & Systems Pharmacology article Medicine Antibiotics Pharmacokinetics and Efficacy Open access
Wisse van Os, Amaury O’Jeanson, Carla Troisi, Chun Liu, Jordan T. Brooks, Jasmine H. Hughes, +2 more
13citations -
Motor sequence learning and learning to learn across the Alzheimer's disease continuum: Associations with biomarkers2026 Journal of Alzheimer s Disease article Medicine Dementia and Cognitive Impairment Research Open access
Marit F. L. Ruitenberg, Paula Carmona Osorio, Jace B. King, John M. Hoffman, Kevin M. Duff, Vincent Koppelmans
1citations -
PEACE: Private and Energy-Efficient Algorithm for Cardiac Evaluation on the EDGE using Modified Split Learning and Model Quantization2023 International Conference on Information and Communication Systems (ICICS) conference-paper Medicine ECG Monitoring and Analysis
Ahmad Ayad, Mahdi Barhoush, Johnson Loh, Tobias Gemmeke, Anke Schmeink
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 -
Influence of deep learning reconstruction on task-based model observer performance in CT: an anthropomorphic head phantom study2022 SPIE Medical Imaging: Image Perception, Observer Performance, and Technology Assessment conference-paper Medicine Medical Imaging Techniques and Applications
Irene Hernandez Giron, Touko T. Kaasalainen, Teemu O. Mäkelä, Juha T.K. Peltonen, Mika Kortesniemi
1citations -
An Interpretable Machine Learning Model with Deep Learning-Based Imaging Biomarkers for Diagnosis of Alzheimer’s Disease2023 Lecture notes in computer science conference-paper Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Bo Li, Janne M. Papma, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, +6 more
7citations -
Deep‐learning model for prenatal congenital heart disease screening generalizes to community setting and outperforms clinical detection2023 Ultrasound in Obstetrics and Gynecology article Medicine Artificial Intelligence in Healthcare and Education Open access
Chinmayee Athalye, Amber E. L. van Nisselrooij, Syed Shamair Ali Rizvi, Monique C. Haak, Anita J. Moon‐Grady, Rima Arnaout
45citations -
End-to-end prediction of clinical outcomes in head and neck squamous cell carcinoma with foundation model-based multiple instance learning2025 BMC Artificial Intelligence article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Asier Rabasco Meneghetti, Marta Ligero, Jens‐Peter Kühn, Steffen Löck, Zunamys Itzell Carrero, Raquel Pérez-López, +6 more
3citations -
Automated whole-heart volumetrics and haemodynamics from 4D flow CMR magnitude images: development and validation of a deep learning model2026 European Heart Journal - Imaging Methods and Practice article Medicine Cardiac Imaging and Diagnostics Open access
Alexander Gall, Ciaran Grafton‐Clarke, Rui Li, Zia Mehmood, Bahman Kasmai, Marina L. Hughes, +5 more
0citations -
Evaluation of Machine Learning Model Performance in Diabetic Foot Ulcer: Retrospective Cohort Study2025 JMIR Medical Informatics article Medicine Diabetic Foot Ulcer Assessment and Management Open access
Veerle van Velze, Hendrico L Burger, Tim J. van der Steenhoven, Hani Alers, Lauren N. Goncalves, Daniël Eefting, +9 more
4citations -
OC19.04: A deep learning model for prenatal congenital heart disease screening generalises to a community setting and outperforms clinical detection2023 Ultrasound in Obstetrics and Gynecology conference-abstract Medicine Artificial Intelligence in Healthcare and Education Open access
Chinmayee Athalye, Amber E. L. van Nisselrooij, Syed Shamair Ali Rizvi, Monique C. Haak, Anita J. Moon‐Grady, Rima Arnaout
2citations -
Development and External Validation of a Machine Learning Model for the Early Prediction of Doses of Harmful Intracranial Pressure in Patients with Severe Traumatic Brain Injury2022 Journal of Neurotrauma article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
Giorgia Carra, Fabián Güiza, Ian Piper, Giuseppe Citerio, Andrew I.R. Maas, Bart P. Depreitere, +44 more
42citations -
Machine learning prediction model for postoperative outcome after perforated appendicitis2022 Langenbeck s Archives of Surgery article Medicine Appendicitis Diagnosis and Management Open access
Roman Eickhoff, Alwin Bulla, Simon Bodo Eickhoff, Daniel Heise, Marius Julian Helmedag, Andreas Kroh, +3 more
32citations -
Mean pulmonary artery pressure prediction with explainable multi-view cardiovascular magnetic resonance cine series deep learning model2024 Journal of Cardiovascular Magnetic Resonance article Medicine Pulmonary Hypertension Research and Treatments Open access
Li‐Hsin Cheng, Xiaowu Sun, Charlie Elliot, Robin Condliffe, David Gerard Kiely, Samer Alabed, +4 more
3citations -
Machine learning-driven prioritization of lipoprotein(a) testing: model development and validation2026 European Journal of Preventive Cardiology article Medicine Lipoproteins and Cardiovascular Health Open access
Christophe A. T. Stevens, Fotios Barkas, Julia Brandts, Sunganani Kwilasi, Kanika Dharmayat, Amany K. Elshorbagy, +5 more
1citations