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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 -
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 -
Radiomics: from qualitative to quantitative imaging2020 British Journal of Radiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Sithin Thulasi Seetha, Turkey Refaee, Relinde I. Y. Lieverse, Renée W. Y. Granzier, Abdalla Ibrahim, Simon Keek, +10 more
384citations -
Congestion assessment using a self-supervised contrastive learning-derived risk index in patients with congestive heart failure (CONAN): protocol and design of a prospective cohort study2025 European Heart Journal - Digital Health article Medicine Heart Failure Treatment and Management Open access
Bojan Hartmann, Niels‐Ulrik Korbinian Hartmann, Julia Brandts, Marlo Verket, Nikolaus Marx, Niveditha Dinesh, +7 more
0citations -
Predicting Overall Survival of NSCLC Patients with Clinical, Radiomics and Deep Learning Features2026 Journal of Imaging Informatics in Medicine article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Hemalatha Kanakarajan, Jikai Zhou, Aiara Lobo Gomes, Petros Kalendralis, Wenjie Liang, Fariba Tohidinezhad, +3 more
2citations -
Deep learning-based predictive modeling of PNPLA3 variant carriers using radiomics data from the UK Biobank2024 Zeitschrift für Gastroenterologie article Medicine Radiomics and Machine Learning in Medical Imaging
Yazhou Chen, Benjamin P. M. Laevens, Teresa Lemainque, Gustav Anton Müller‐Franzes, Daniel Truhn, Carolin Victoria Schneider
0citations -
Deep learning of personalized priors from past MRI scans enables fast, quality-enhanced point-of-care MRI with low-cost systems2025 arXiv (Cornell University) preprint Medicine Advanced MRI Techniques and Applications Open access
Tal Oved, Beatrice Lena, Chloé Najac, Sheng Shen, Matthew Scott Rosen, Efrat Shimron
1citations -
An interpretable machine learning framework with data-informed imaging biomarkers for diagnosis and prediction of Alzheimer’s disease2026 Computerized Medical Imaging and Graphics article Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Bo Li, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Huiberdina L. Koek, +6 more
7citations -
Nuclear medicine radiomics in precision medicine: why we can't do without artificial intelligence2020 The Quarterly Journal of Nuclear Medicine and Molecular Imaging article Medicine Radiomics and Machine Learning in Medical Imaging
Wyanne A. Noortman, Dennis Vriens, Willem Grootjans, Qian Tao, Lioe‐Fee de Geus‐Oei, Floris H. P. van Velden
11citations -
Structural and functional radiomics for lung cancer2021 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Guangyao Wu, Arthur Jochems, Turkey Refaee, Abdalla Ibrahim, Chenggong Yan, Sebastian Sanduleanu, +2 more
136citations -
A novel framework for fully automated co-registration of intravascular ultrasound and optical coherence tomography imaging data2026 European Heart Journal - Digital Health article Medicine Coronary Interventions and Diagnostics Open access
Xingwei He, Kit Mills Bransby, Ahmet Emir Ulutaş, Thamil Kumaran S M, Nathan Angelo Lecaros Yap, Gönül Zeren, +15 more
0citations -
Towards Artificial Intelligence-Based Decision Support for Large-Scale Screening for Atrial Fibrillation2025 IEEE Journal of Biomedical and Health Informatics article Medicine ECG Monitoring and Analysis Open access
Markus Lueken, Jannik Mettner, Nicolai Spicher, Michael Gramlich, Nikolaus Marx, Steffen K. Leonhardt, +1 more
7citations -
Artificial intelligence in echocardiography diagnostics – detection of takotsubo syndrome2020 European Heart Journal article Medicine Takotsubo Cardiomyopathy and Associated Phenomena Open access
Davide Di Vece, Fabian Laumer, Moritz Schwyzer, Rebekka Burkholz, L Corinzia, Victoria L. Cammann, +5 more
1citations -
Reliable detection of focal onset impaired awareness seizures in patients with epilepsy using wearable ECG: Development and validation study2026 Computer Methods and Programs in Biomedicine article Medicine ECG Monitoring and Analysis Open access
Mohamed Alhaskir, Ekaterina Kutafina, Florian Linke, Florian P. Fischer, Elisabeth Schriewer, Stephan Lauxmann, +13 more
2citations