Publications by authors named "Hugo Aerts"

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Associations Between G8 Geriatric Screening Score, Charlson Comorbidity Index, AI-Based Age Phenotype, and Overall Survival in Older Adults With Stage I-II Non-Small Cell Lung Cancer.
Leah L Thompson, Priya M Amin, Sanjana Shah, Sarah M Lipson, Jenny Yoon, Hugo J W L Aerts

Int J Radiat Oncol Biol Phys· December 2025

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Foundation model based prediction of lung cancer survival using temporal changes in dual time point CT scans.
Jessica Petrochuk, Suraj Pai, John He, Fridolin Haugg, Yiwen Xu, Hugo Aerts

Sci Rep· December 2025

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Automated Lymph Node and Extranodal Extension Assessment Improves Risk Stratification in Oropharyngeal Carcinoma.
Zezhong Ye, Reza Mojahed-Yazdi, Anna Zapaishchykova, Divyanshu Tak, Maryam Mahootiha, Hugo J W L Aerts

J Clin Oncol· December 2025

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Segmenting Whole-Body MRI and CT for Multiorgan Anatomic Structure Delineation.
Hartmut Häntze, Lina Xu, Christian J Mertens, Felix J Dorfner, Leonhard Donle, Hugo J W L Aerts

Radiol Artif Intell· November 2025

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FaceAge as a biomarker for prognosis and treatment stratification in large-scale oncology cohort.
Grace Lee, Fridolin Haugg, Dennis Bontempi, John He, Osbert Zalay, Hugo J W L Aerts

J Natl Cancer Inst· November 2025

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Clinical Validation and Prospective Deployment of an Automated Deep Learning-Based Coronary Segmentation and Cardiac Toxicity Risk Prediction System.
Christian V Guthier, Christopher E Kehayias, Cosmin Ciausu, Jordan O Gasho, John He, Hugo J W L Aerts

ArXiv· November 2025

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Sex-specific prognostic value of automated epicardial adipose tissue quantification on serial lung cancer screening chest computed tomography.
Jan M Brendel, Thomas Mayrhofer, Ibrahim Hadzic, Emilia Norton, Isabel L Langenbach, Hugo J W L Aerts

Eur Heart J Cardiovasc Imaging· October 2025

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When helpfulness backfires: LLMs and the risk of false medical information due to sycophantic behavior.
Shan Chen, Mingye Gao, Kuleen Sasse, Thomas Hartvigsen, Brian Anthony, Hugo Aerts

NPJ Digit Med· October 2025

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Open-Source AI Model for Predicting Respiratory Mortality in COPD from Chest Radiographs.
Jong Hyuk Lee, Chang-Hoon Lee, Jayoun Kim, Seungho Lee, Jakob Weiss, Hugo J W L Aerts

Radiol Cardiothorac Imaging· October 2025

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Imaging biomarkers of ageing: a review of artificial intelligence-based approaches for age estimation.
Fridolin Haugg, Grace Lee, John He, Justin Johnson, Anna Zapaishchykova, Hugo J W L Aerts

Lancet Healthy Longev· July 2025

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Deep learning volumetrics reveal distinct clinical trajectories for pediatric low-grade gliomas under surveillance: A multicenter study.
Juan Carlos Climent Pardo, Anna Zapaishchykova, Aidan Boyd, Divyanshu Tak, John Zielke, Hugo J W L Aerts

Neurooncol Adv· July 2025

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Association of Sarcopenia With Toxicity and Survival in Patients With Lung Cancer, a Multi-Institutional Study With External Dataset Validation.
Anurag Saraf, John He, Kee-Young Shin, Jakob Weiss, Mark M Awad, Hugo J W L Aerts

Clin Lung Cancer· June 2025

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FaceAge, a deep learning system to estimate biological age from face photographs to improve prognostication: a model development and validation study.
Dennis Bontempi, Osbert Zalay, Danielle S Bitterman, Nicolai Birkbak, Derek Shyr, Hugo J W L Aerts

Lancet Digit Health· June 2025

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Multinational Attitudes Toward AI in Health Care and Diagnostics Among Hospital Patients.
Felix Busch, Lena Hoffmann, Lina Xu, Long Jiang Zhang, Bin Hu, Hugo J W L Aerts

JAMA Netw Open· June 2025

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Reliability of Large Language Model Knowledge Across Brand and Generic Cancer Drug Names.
Jack Gallifant, Shan Chen, Sandeep K Jain, Pedro Moreira, Umit Topaloglu, Hugo J W L Aerts

JCO Clin Cancer Inform· June 2025

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Baseline atrial volume indices and major adverse cardiac events following thoracic radiotherapy.
Edmund M Qiao, John He, Katrina D Silos, Jordan O Gasho, Patrick Belen, Hugo J W L Aerts

Front Cardiovasc Med· June 2025

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Predicting Respiratory Disease Mortality Risk Using Open-Source AI on Chest Radiographs in an Asian Health Screening Population.
Jong Hyuk Lee, Seung Ho Choi, Hugo J W L Aerts, Jakob Weiss, Vineet K Raghu

Radiol Artif Intell· May 2025

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Low T cell diversity associates with poor outcome in bladder cancer: A comprehensive longitudinal analysis of the T cell receptor repertoire.
Asbjørn Kjær, Nanna Kristjánsdóttir, Randi Istrup Juul, Iver Nordentoft, Karin Birkenkamp-Demtröder, Hugo J W L Aerts

Cell Rep Med· May 2025

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Foundation model embeddings for quantitative tumor imaging biomarkers.
Hugo Aerts, Suraj Pai, Ibrahim Hadzic, Andrey Fedorov, Raymond Mak

Res Sq· May 2025

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Longitudinal Risk Prediction for Pediatric Glioma with Temporal Deep Learning.
Divyanshu Tak, Biniam A Garomsa, Anna Zapaishchykova, Zezhong Ye, Sridhar Vajapeyam, Hugo J W L Aerts

NEJM AI· May 2025

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AI Opportunistic Coronary Calcium Screening at Veterans Affairs Hospitals.
Raffi Hagopian, Timothy Strebel, Simon Bernatz, Gregory A Myers, Erik Offerman, Hugo J W L Aerts

NEJM AI· May 2025

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When Helpfulness Backfires: LLMs and the Risk of Misinformation Due to Sycophantic Behavior.
Shan Chen, Mingye Gao, Kuleen Sasse, Thomas Hartvigsen, Brian Anthony, Hugo Aerts

Res Sq· April 2025

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Association of Epicardial Adipose Tissue Changes on Serial Chest CT Scans with Mortality: Insights from the National Lung Screening Trial.
Isabel L Langenbach, Ibrahim Hadzic, Roman Zeleznik, Marcel C Langenbach, David Maintz, Hugo J W L Aerts

Radiology· February 2025

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OPPORTUNISTIC ASSESSMENT OF CARDIOVASCULAR RISK USING AI-DERIVED STRUCTURAL AORTIC AND CARDIAC PHENOTYPES FROM NON-CONTRAST CHEST COMPUTED TOMOGRAPHY.
Daniel W Oo, Audra Sturniolo, Matthias Jung, Marcel Langenbach, Borek Foldyna, Hugo Jwl Aerts

medRxiv· January 2025

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