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Author Details

Hugo J W L Aerts
Harvard Medical School
1999
170
65
PMIDPaper TitleJournal TitlePublished Year
36927634What Does DALL-E 2 Know About Radiology?J Med Internet Res2023
37506330Natural Language Processing to Automatically Extract the Presence and Severity of Esophagitis in Notes of Patients Undergoing Radiotherapy.JCO Clin Cancer Inform2023
37193717Deep learning to estimate lung disease mortality from chest radiographs.Nat Commun2023
37003043Dual center validation of deep learning for automated multi-label segmentation of thoracic anatomy in bedside chest radiographs.Comput Methods Programs Biomed2023
37397861Multi-institutional Prognostic Modeling in Head and Neck Cancer: Evaluating Impact and Generalizability of Deep Learning and Radiomics.Cancer Res Commun2023
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
36396062Prediction of Distant Metastases After Stereotactic Body Radiation Therapy for Early Stage NSCLC: Development and External Validation of a Multi-Institutional Model.J Thorac Oncol2023
35084935Elevated Coronary Artery Calcium Quantified by a Validated Deep Learning Model From Lung Cancer Radiotherapy Planning Scans Predicts Mortality.JCO Clin Cancer Inform2022
35652117Deep Learning-based Detection of Intravenous Contrast Enhancement on CT Scans.Radiol Artif Intell2022
36028289Clinical validation of deep learning algorithms for radiotherapy targeting of non-small-cell lung cancer: an observational study.Lancet Digit Health2022
35086005Simple delineations cannot substitute full 3d tumor delineations for MR-based radiomics prediction of locoregional control in oropharyngeal cancer.Eur J Radiol2022
33331883Association of Left Anterior Descending Coronary Artery Radiation Dose With Major Adverse Cardiac Events and Mortality in Patients With Non-Small Cell Lung Cancer.JAMA Oncol2021
33744131Deep Learning to Estimate Biological Age From Chest Radiographs.JACC Cardiovasc Imaging2021
33684181Correction: Quantitative Computed Tomographic Descriptors Associate Tumor Shape Complexity and Intratumor Heterogeneity with Prognosis in Lung Adenocarcinoma.PLoS One2021
33713743Mean Heart Dose Is an Inadequate Surrogate for Left Anterior Descending Coronary Artery Dose and the Risk of Major Adverse Cardiac Events in Lung Cancer Radiation Therapy.Int J Radiat Oncol Biol Phys2021
33738253Prognostic Value of Deep Learning-Mediated Treatment Monitoring in Lung Cancer Patients Receiving Immunotherapy.Front Oncol2021
33514711Deep convolutional neural networks to predict cardiovascular risk from computed tomography.Nat Commun2021
33674717Deep-learning system to improve the quality and efficiency of volumetric heart segmentation for breast cancer.NPJ Digit Med2021
33865064Improved outcome prediction of oropharyngeal cancer by combining clinical and MRI features in machine learning models.Eur J Radiol2021
33727623Deep learning classification of lung cancer histology using CT images.Sci Rep2021
33889546Development of a Prognostic AI-Monitor for Metastatic Urothelial Cancer Patients Receiving Immunotherapy.Front Oncol2021
33501599Small whole heart volume predicts cardiovascular events in patients with stable chest pain: insights from the PROMISE trial.Eur Radiol2021
33930310Artificial intelligence for clinical oncology.Cancer Cell2021
34409252Hypoxia-Related Radiomics and Immunotherapy Response: A Multicohort Study of Non-Small Cell Lung Cancer.JNCI Cancer Spectr2021
34599265Radiologists can visually predict mortality risk based on the gestalt of chest radiographs comparable to a deep learning network.Sci Rep2021
34185678NCI Imaging Data Commons.Cancer Res2021
34069307Artificial Intelligence Applications to Improve the Treatment of Locally Advanced Non-Small Cell Lung Cancers.Cancers (Basel)2021
34114076T-staging pulmonary oncology from radiological reports using natural language processing: translating into a multi-language setting.Insights Imaging2021
33029923Clinical variables and magnetic resonance imaging-based radiomics predict human papillomavirus status of oropharyngeal cancer.Head Neck2021
33476841Statin Use, Heart Radiation Dose, and Survival in Locally Advanced Lung Cancer.Pract Radiat Oncol2021
32167566Changes in Length and Complexity of Clinical Practice Guidelines in Oncology, 1996-2019.JAMA Netw Open2020
31937336The impact of quantitative CT-based tumor volumetric features on the outcomes of patients with limited stage small cell lung cancer.Radiat Oncol2020
31734709Radiomics performs comparable to morphologic assessment by expert radiologists for prediction of response to neoadjuvant chemoradiotherapy on baseline staging MRI in rectal cancer.Abdom Radiol (NY)2020
33057217Transparency and reproducibility in artificial intelligence.Nature2020
33328110Approaching autonomy in medical artificial intelligence.Lancet Digit Health2020
33328074Artificial intelligence-derived imaging biomarkers to improve population health.Lancet Digit Health2020
32861649Epicardial Adipose Tissue in Patients With Stable Chest Pain: Insights From the PROMISE Trial.JACC Cardiovasc Imaging2020
32715301Radiomics of Coronary Artery Calcium in the Framingham Heart Study.Radiol Cardiothorac Imaging2020
32843739Artificial intelligence in radiation oncology.Nat Rev Clin Oncol2020
32866413Deep Learning Using Chest Radiographs to Identify High-Risk Smokers for Lung Cancer Screening Computed Tomography: Development and Validation of a Prediction Model.Ann Intern Med2020
32154773The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping.Radiology2020
32521049FAIR-compliant clinical, radiomics and DICOM metadata of RIDER, interobserver, Lung1 and head-Neck1 TCIA collections.Med Phys2020
30416044Vulnerabilities of radiomic signature development: The need for safeguards.Radiother Oncol2019
31753987Artificial intelligence for global health.Science2019
31641134Distributed radiomics as a signature validation study using the Personal Health Train infrastructure.Sci Data2019
33323257Handcrafted versus deep learning radiomics for prediction of cancer therapy response.Lancet Digit Health2019
31385755Radiomics versus Visual and Histogram-based Assessment to Identify Atheromatous Lesions at Coronary CT Angiography: An ex Vivo Study.Radiology2019
31322692Deep Learning to Assess Long-term Mortality From Chest Radiographs.JAMA Netw Open2019
31263116Repeatability of Multiparametric Prostate MRI Radiomics Features.Sci Rep2019
31196455Cardiac Radiation Dose, Cardiac Disease, and Mortality in Patients With Lung Cancer.J Am Coll Cardiol2019
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Collaborators

Philippe Lambin
Maastricht University
Co-authored papers 43
Andre Dekker
Maastricht University Medical Centre
Co-authored papers 21
Emmanuel Rios Velazquez
Research Institute GROW, Maastricht University
Co-authored papers 19
Dirk De Ruysscher
Maastro Clinic
Co-authored papers 19
Benjamin Haibe-Kains
Princess Margaret Cancer Centre, University Health Network
Co-authored papers 17
John Quackenbush
Harvard T. H. Chan School of Public Health
Co-authored papers 13
David Kozono
Co-authored papers 13
Nehme El-Hachem
Centre Hospitalier Universitaire Sainte-Justine Research Centre
Co-authored papers 10
Ralph T H Leijenaar
Maastricht University Medical Center (MUMC+)
Co-authored papers 10
Wouter van Elmpt
Maastricht University Medical Center+
Co-authored papers 8
Ronald Boellaard
Cancer Center Amsterdam, Vrije Universiteit Amsterdam
Co-authored papers 7
Anna Goldenberg
SickKids Research Institute
Co-authored papers 6
Johan Bussink
Radboud University, Nijmegen Medical Centre
Co-authored papers 6
Andrew H Beck
Beth Israel Deaconess Medical Center, Harvard Medical School
Co-authored papers 6
Cary Oberije
Maastricht University Medical Centre
Co-authored papers 5
Zhaleh Safikhani
Princess Margaret Cancer Center, University Health Network
Co-authored papers 5
John H Lewis
Cedars-Sinai Medical Center
Co-authored papers 5
Ludwig Dubois
Maastricht University
Co-authored papers 5
Steve Pieper
Co-authored papers 5
Clifton D Fuller
The University of Texas MD Anderson Cancer Center
Co-authored papers 4
Ron Kikinis
Brigham and Women's Hospital, Harvard Medical School
Co-authored papers 4
Wenya Linda Bi
Co-authored papers 4
Bradly G Wouters
Princess Margaret Cancer Centre, University Health Network and, University of Toronto
Co-authored papers 4
Ruud G P M van Stiphout
University of Oxford
Co-authored papers 4
Shao Hui Huang
Princess Margaret Cancer Centre/University Health Network, University of Toronto
Co-authored papers 4
Frank J P Hoebers
Maastricht University Medical Centre
Co-authored papers 4
Pamela S Douglas
Duke Clinical Research Institute, Duke University
Co-authored papers 4
Maros Ferencik
Knight Cardiovascular Institute, Oregon Health & Science University
Co-authored papers 4
Raymond Y Huang
Brigham and Women's Hospital, Harvard Medical School
Co-authored papers 3
Brian O'Sullivan
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