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Feature-based PET/MRI radiomics in patients with brain tumors2020 Neuro-Oncology Advances article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Philipp Lohmann, Anna-Katharina Meißner, Martin Köcher, Elena Katharina Bauer, Jan‐Michael Werner, Gereon R. Fink, +3 more
29citations -
Immune cell infiltration pattern in non-small cell lung cancer PDX models is a model immanent feature and correlates with a distinct molecular and phenotypic make-up2022 Journal for ImmunoTherapy of Cancer article Medicine Cancer Immunotherapy and Biomarkers Open access
Eva Oswald, Daniel Bug, Anne Grote, Kanstantsin Lashuk, Nassim Bouteldja, Dorothée Lenhard, +10 more
14citations -
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 -
Prediction of impaired myocardial blood flow (MBF) with the use of machine learning techniques on CTCA based parameters2021 European Heart Journal - Cardiovascular Imaging article Medicine Cardiac Imaging and Diagnostics
Georgios-Eleftherios Kalykakis, Pavlos P. Kafouris, Athanassios Antonopoulos, T Pitsariotis, Panagiotis K. Siogkas, Themis Exarchos, +9 more
0citations -
Outcome prediction in resectable esophageal adenocarcinoma based on clinical variables, radiomics, and ctDNA.2023 Journal of Clinical Oncology conference-abstract Medicine Esophageal Cancer Research and Treatment Open access
Tom van den Ende, Steven C. Kuijper, Yousif Widaatalla, Wyanne A. Noortman, Floris H. P. van Velden, Henry C. Woodruff, +9 more
2citations -
Predicting and elucidating the etiology of fatty liver disease: A machine learning modeling and validation study in the IMI DIRECT cohorts2020 PLoS Medicine article Medicine Liver Disease Diagnosis and Treatment Open access cited by 3 patents
Naeimeh Atabaki‐Pasdar, Mattias Ohlsson, Ana Viñuela, Francesca Frau, Hugo Pomares‐Millan, Mark Haid, +57 more
96citations -
A Decentralized Kidney Transplant Biopsy Classifier for Transplant Rejection Developed Using Genes of the Banff-Human Organ Transplant Panel2022 Frontiers in Immunology article Medicine Renal Transplantation Outcomes and Treatments Open access
Myrthe van Baardwijk, Iacopo Cristoferi, Jie Ju, Hilal Varol, Robert C. Minnee, Marlies E. J. Reinders, +3 more
24citations -
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 -
Rosacea: New Concepts in Classification and Treatment2021 American Journal of Clinical Dermatology article Medicine Acne and Rosacea Treatments and Effects Open access cited by 1 patent
Esther J van Zuuren, Bernd W. M. Arents, Mireille M. D. van der Linden, Sofieke Vermeulen, Zbys Fedorowicz, Jerry K.L. Tan
343citations -
Prognostic implications of left ventricular inward displacement assessed by cardiac magnetic resonance imaging in patients with myocardial infarction2023 The International Journal of Cardiovascular Imaging article Medicine Cardiovascular Function and Risk Factors Open access
Takeru Nabeta, Maria Chiara Meucci, Jos J.M. Westenberg, Johan H. C. Reiber, Juhani M. Knuuti, Pieter van der Bijl, +2 more
6citations -
GL-ICNN: An End-To-End Interpretable Convolutional Neural Network for the Diagnosis and Prediction of Alzheimer's Disease2025 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Huiberdina L. Koek, Jurgen A.H.R. Claassen, +5 more
4citations -
GL-ICNN: An End-To-End Interpretable Convolutional Neural Network for the Diagnosis and Prediction of Alzheimer's Disease2025 arXiv (Cornell University) preprint Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Huiberdina L. Koek, Jurgen A.H.R. Claassen, +5 more
0citations -
CT Reconstruction Kernels and the Effect of Pre- and Post-Processing on the Reproducibility of Handcrafted Radiomic Features2022 Journal of Personalized Medicine article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Turkey Refaee, Zohaib Salahuddin, Yousif Widaatalla, Sergey P. Primakov, Henry C. Woodruff, Roland Hustinx, +3 more
15citations