Ralph T.H. Leijenaar
Universiteit Maastricht
H-index: 42
Europe-Netherlands
Top articles of Ralph T.H. Leijenaar
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Image analysis method for improved clinical decision making | 2024/2/15 | ||
Creating a 3D-printed pelvic phantom to explore the impact of Magnetic Resonance (MR) scanner noise in radiomics analysis, a technical note. | Annals of 3D Printed Medicine | Richard Collier Michelle Leech Laure Marignol John Gaffney Ralph Leijenaar | 2024/2/1 |
External validation of a radiomic signature to predict p16 (HPV) status from standard CT images of anal cancer patients | Scientific Reports | Ralph TH Leijenaar Sean Walsh Akshayaa Vaidyanathan Lorenzo Aliboni Victoria Lopez Sanchez | 2023/5/3 |
Development and validation of an automated radiomic CT signature for detecting COVID-19 | AI applications in routine clinical imaging: detection, segmentation, diagnosis, and prognosis | G Canivet S Mathieu E Eftaxia P Lambin N Tsoutzidis | 2023 |
Exploring hypoxia in prostate cancer with T2-weighted magnetic resonance imaging radiomics and pimonidazole scoring | Anticancer Research | Michelle Leech Ralph TH Leijenaar Tord Hompland John Gaffney Heidi Lyng | 2023/1/1 |
Privacy-preserving distributed machine learning from federated databases in healthcare | Distributed learning for optimal Radiomics knowledge | Fadila Zerka Samir Barakat Sean Walsh Marta Bogowicz Ralph TH Leijenaar | 2022 |
A review in radiomics: making personalized medicine a reality via routine imaging | Julien Guiot Akshayaa Vaidyanathan Louis Deprez Fadila Zerka Denis Danthine | 2022/1 | |
Static FET PET radiomics for the differentiation of treatment-related changes from glioma progression | Journal of Neuro-oncology | Marguerite Müller Oliver Winz Robin Gutsche Ralph TH Leijenaar Martin Kocher | 2022/9 |
An externally validated fully automated deep learning algorithm to classify COVID-19 and other pneumonias on chest computed tomography | ERJ Open Research | Akshayaa Vaidyanathan Julien Guiot Fadila Zerka Flore Belmans Ingrid Van Peufflik | 2022/4/1 |
Radiomics for predicting lung cancer outcomes following radiotherapy: a systematic review | GM Walls SOS Osman KH Brown KT Butterworth GG Hanna | 2022/3/1 | |
A blockchain based approach for Privacy Preserving distributed learning-Grade Group Prediction for Prostate Cancer Patients | Distrib. Learn. Optim. Radiomics Knowl | Fadila Zerka Visara Urovi Akshayaa Vaidyanathan Vikas Jaiman RT Leijenaar | 2022 |
PO-1800 Exploring hypoxia in prostate cancer with T2-weighted MRI radiomics and pimonidazole scoring. | Radiotherapy and Oncology | Michelle Leech Ralph Leijenaar Tord Hompland John Gaffney Heidi Lyng | 2021/8/1 |
OC-0642 A radiomics based prognostic model for patients with head and neck squamous cell carcinoma | Radiotherapy and Oncology | S Keek F Wesseling H Woodruff J van Timmeren I Nauta | 2021/8/1 |
Deciphering the glioblastoma phenotype by computed tomography radiomics | Radiotherapy and Oncology | Inge Compter Maikel Verduin Zhenwei Shi Henry C Woodruff Robert J Smeenk | 2021/7/1 |
[18F]FDG PET radiomics to predict disease-free survival in cervical cancer: a multi-scanner/center study with external validation | European Journal of Nuclear Medicine and Molecular Imaging | Marta Ferreira Pierre Lovinfosse Johanne Hermesse Marjolein Decuypere Caroline Rousseau | 2021/10 |
A prospectively validated prognostic model for patients with locally advanced squamous cell carcinoma of the head and neck based on radiomics of computed tomography images | Cancers | Simon A Keek Frederik WR Wesseling Henry C Woodruff Janita E van Timmeren Irene H Nauta | 2021/6/29 |
Comparison of radiomic pre-processing steps in the reproducible prediction of disease free survival across multi-scanners/centers | Marta Ferreira Pierre Lovinfosse Johanne Hermesse Marjolein Decuypere Caroline Rousseau | 2021/9/8 | |
Deep learning architecture for the classification of COVID-19 and others pneumonias sources on lung CT imaging | Akshayaa Vaidyanathan Julien Guiot Fadila Zerka Louis Deprez Denis Danthine | 2021/9/5 | |
Radiomics in lung diseases imaging: state-of-the-art for clinicians | Anne-Noëlle Frix François Cousin Turkey Refaee Fabio Bottari Akshayaa Vaidyanathan | 2021/6/25 | |
Prediction of outcome in COVID-19 patients based on clinical and radiomics chest CT data | Julien Guiot Akshayaa Vaidyanathan Fadila Zerka Louis Deprez Denis Danthine | 2021/9/5 |
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