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Author Details

Andre Dekker
Maastricht University Medical Centre
1998
233
51
PMIDPaper TitleJournal TitlePublished Year
36031028Radiomics and Dosiomics Signature From Whole Lung Predicts Radiation Pneumonitis: A Model Development Study With Prospective External Validation and Decision-curve Analysis.Int J Radiat Oncol Biol Phys2023
37720353Emerging role of quantitative imaging (radiomics) and artificial intelligence in precision oncology.Explor Target Antitumor Ther2023
37857631Author Correction: Applying federated learning to combat food fraud in food supply chains.NPJ Sci Food2023
37748112Estimating Treatment Effect of Adjuvant Chemotherapy in Elderly Patients With Stage III Colon Cancer Using Bayesian Networks.JCO Clin Cancer Inform2023
37658060Applying federated learning to combat food fraud in food supply chains.NPJ Sci Food2023
37735307External Validation of Robust Radiomic Signature to Predict 2-Year Overall Survival in Non-Small-Cell Lung Cancer.J Digit Imaging2023
37875663Image based prognosis in head and neck cancer using convolutional neural networks: a case study in reproducibility and optimization.Sci Rep2023
37637046Identifying radiomics signatures in body composition imaging for the prediction of outcome following pancreatic cancer resection.Front Oncol2023
37124522A comparison of machine learning models for predicting urinary incontinence in men with localized prostate cancer.Front Oncol2023
36947118How Natural Language Processing Can Aid With Pulmonary Oncology Tumor Node Metastasis Staging From Free-Text Radiology Reports: Algorithm Development and Validation.JMIR Form Res2023
37370819pCR and 2-Year Disease-Free Survival: A Combination of the Two Endpoints as a New Classification for Locally Advanced Rectal Cancer Patients-An Updated Pooled Analysis of Eleven International Randomized Trials.Cancers (Basel)2023
37102270Using 3D deep features from CT scans for cancer prognosis based on a video classification model: A multi-dataset feasibility study.Med Phys2023
37003369Advances in radiotherapy and its impact on second primary cancer risk: A multi-center cohort study in prostate cancer patients.Radiother Oncol2023
37100501Systematic review and meta-analysis of prediction models used in cervical cancer.Artif Intell Med2023
37030077Defining the role of real-world data in cancer clinical research: The position of the European Organisation for Research and Treatment of Cancer.Eur J Cancer2023
37260438Multi-centre radiomics for prediction of recurrence following radical radiotherapy for head and neck cancers: Consequences of feature selection, machine learning classifiers and batch-effect harmonization.Phys Imaging Radiat Oncol2023
36925935Automatic quality assurance of radiotherapy treatment plans using Bayesian networks: A multi-institutional study.Front Oncol2023
36857819Computed tomography-based radiomics for the differential diagnosis of pneumonitis in stage IV non-small cell lung cancer patients treated with immune checkpoint inhibitors.Eur J Cancer2023
36753766Deep learning based unpaired image-to-image translation applications for medical physics: a systematic review.Phys Med Biol2023
36788196Clinical Concept-Based Radiology Reports Classification Pipeline for Lung Carcinoma.J Digit Imaging2023
36842666Computed tomography and radiation dose images-based deep-learning model for predicting radiation pneumonitis in lung cancer patients after radiation therapy.Radiother Oncol2023
36772129Frequency-Domain-Based Structure Losses for CycleGAN-Based Cone-Beam Computed Tomography Translation.Sensors (Basel)2023
36867616Development and external validation of multivariate prediction models for erectile dysfunction in men with localized prostate cancer.PLoS One2023
36493420Technical note: A knowledge graph approach to registering tumour specific data of patient-candidates for proton therapy in the Netherlands.Med Phys2023
36595730Identifying Confounders Using Bayesian Networks and Estimating Treatment Effect in Prostate Cancer With Observational Data.JCO Clin Cancer Inform2023
35079642Radiomics biopsy signature for predicting survival in patients with spinal bone metastases (SBMs).Clin Transl Radiat Oncol2022
35680433Clinical evaluation of automated segmentation for body composition analysis on abdominal L3 CT slices in polytrauma patients.Injury2022
35646672Automatic Tumor Grading on Colorectal Cancer Whole-Slide Images: Semi-Quantitative Gland Formation Percentage and New Indicator Exploration.Front Oncol2022
35610701Clinical analysis and artificial intelligence survival prediction of serous ovarian cancer based on preoperative circulating leukocytes.J Ovarian Res2022
35468494Generative models improve radiomics performance in different tasks and different datasets: An experimental study.Phys Med2022
35372704Bayesian network structure for predicting local tumor recurrence in rectal cancer patients treated with neoadjuvant chemoradiation followed by surgery.Phys Imaging Radiat Oncol2022
35535474Clinician perspectives on clinical decision support systems in lung cancer: Implications for shared decision-making.Health Expect2022
35432113Prediction Models for Radiation-Induced Neurocognitive Decline in Adult Patients With Primary or Secondary Brain Tumors: A Systematic Review.Front Psychol2022
35712473An Applicable Machine Learning Model Based on Preoperative Examinations Predicts Histology, Stage, and Grade for Endometrial Cancer.Front Oncol2022
36551602Prediction of Radiotherapy Compliance in Elderly Cancer Patients Using an Internally Validated Decision Tree.Cancers (Basel)2022
36447082Generation of synthetic ground glass nodules using generative adversarial networks (GANs).Eur Radiol Exp2022
36439410An AI model of sonographer's evaluation+ S-Detect + elastography + clinical information improves the preoperative identification of benign and malignant breast masses.Front Oncol2022
35906893Improving reproducibility and performance of radiomics in low-dose CT using cycle GANs.J Appl Clin Med Phys2022
36199943Prediction models for brachytherapy-induced rectal toxicity in patients with locally advanced pelvic cancers: a systematic review.J Contemp Brachytherapy2022
36194843Health Literacy and eHealth: Challenges and Strategies.JCO Clin Cancer Inform2022
36158240Independent validation of a dysphagia dose response model for the selection of head and neck cancer patients to proton therapy.Phys Imaging Radiat Oncol2022
36251353Digital Health Solutions to Reduce the Burden of Atherosclerotic Cardiovascular Disease Proposed by the CARRIER Consortium.JMIR Cardio2022
35131965Radiomics: a quantitative imaging biomarker in precision oncology.Nucl Med Commun2022
35187667Lung cancer diagnosis using deep attention-based multiple instance learning and radiomics.Med Phys2022
34939174Methodological quality of machine learning-based quantitative imaging analysis studies in esophageal cancer: a systematic review of clinical outcome prediction after concurrent chemoradiotherapy.Eur J Nucl Med Mol Imaging2022
35243024Prediction models for treatment-induced cardiac toxicity in patients with non-small-cell lung cancer: A systematic review and meta-analysis.Clin Transl Radiat Oncol2022
35267597Segmentation Uncertainty Estimation as a Sanity Check for Image Biomarker Studies.Cancers (Basel)2022
33479392Repeatability and reproducibility study of radiomic features on a phantom and human cohort.Sci Rep2021
33684181Correction: Quantitative Computed Tomographic Descriptors Associate Tumor Shape Complexity and Intratumor Heterogeneity with Prognosis in Lung Adenocarcinoma.PLoS One2021
33711278Exploring Associations of Preoperative Physical Performance With Postoperative Outcomes After Lumbar Spinal Fusion: A Machine Learning Approach.Arch Phys Med Rehabil2021
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Collaborators

Philippe Lambin
Maastricht University
Co-authored papers 83
Dirk De Ruysscher
Maastro Clinic
Co-authored papers 49
Wouter van Elmpt
Maastricht University Medical Center+
Co-authored papers 34
Hugo J W L Aerts
Harvard Medical School
Co-authored papers 21
Cary Oberije
Maastricht University Medical Centre
Co-authored papers 20
Vincenzo Valentini
Universita Cattolica del Sacro Cuore
Co-authored papers 17
Frank J P Hoebers
Maastricht University Medical Centre
Co-authored papers 11
Emmanuel Rios Velazquez
Research Institute GROW, Maastricht University
Co-authored papers 10
Erik Roelofs
Maastricht University Medical Centre+
Co-authored papers 10
Johan Bussink
Radboud University, Nijmegen Medical Centre
Co-authored papers 9
Ralph T H Leijenaar
Maastricht University Medical Center (MUMC+)
Co-authored papers 9
Ruud G P M van Stiphout
University of Oxford
Co-authored papers 7
Todd McNutt
Johns Hopkins University School of Medicine
Co-authored papers 6
Georgi Nalbantov
Department of Radiation Oncology (MAASTRO Clinic)
Co-authored papers 5
Katja K H Aben
Co-authored papers 5
Ronald Boellaard
Cancer Center Amsterdam, Vrije Universiteit Amsterdam
Co-authored papers 4
Esther G C Troost
German Cancer Research Center (DKFZ)
Co-authored papers 4
Kim M Smits
Maastricht University Medical Center+
Co-authored papers 3
Bradly G Wouters
Princess Margaret Cancer Centre, University Health Network and, University of Toronto
Co-authored papers 3
Benjamin Haibe-Kains
Princess Margaret Cancer Centre, University Health Network
Co-authored papers 3
Inge M van Oort
Radboud University Medical Center
Co-authored papers 3
Lambertus A Kiemeney
Co-authored papers 2
Michel Dumontier
Institute of Data Science, Maastricht University
Co-authored papers 2
Gregory C Sharp
Massachusetts General Hospital
Co-authored papers 2
Catharine M L West
University of Manchester
Co-authored papers 2
Brian O'Sullivan
Princess Margaret Cancer Centre/University Health Network, University of Toronto
Co-authored papers 2
Maud H W Starmans
Ontario Institute for Cancer Research
Co-authored papers 2
Jaap Heringa
VU University Amsterdam
Co-authored papers 2
Rajaram Kaliyaperumal
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Release 1.2