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H

Hugo J.W.L. Aerts

harvard medical school

91H-index
587Paper Count
6.0WCitation Count
Published Papers 215
Publication Date
Face aging rate quantifies change in biological age to predict cancer outcomes
err2026-04-28
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errOAAI
errFridolin Haugg; Grace Lee; John He; Andrew Warrington; Dennis Bontempi; Danielle S. Bitterman; Paul J. Catalano; Vasco Prudente; Suraj Pai; Christian Guthier; Benjamin H. Kann; Hugo JWL Aerts; Raymond H. Mak
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Thymic health consequences in adults
errNature
IF48.5
err2026-03-18
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errOAAI
errSimon Bernatz; Vasco Prudente; Suraj Pai; Asbjørn K. Attermann; Yumeng Cao; Jiachen Chen; Asya Lyass; Borek Foldyna; Leonard Nürnberg; Keno Bressem; Christopher Abbosh; Charles Swanton; Mariam Jamal-Hanjani; Michael T. Lu; Joanne M. Murabito; Kathryn L. Lunetta; Nicolai J. Birkbak; Hugo J. W. L. Aerts
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Thymic health and immunotherapy outcomes in patients with cancer
errNature
IF48.5
err2026-03-18
err0
errOAAI
errSimon Bernatz; Vasco Prudente; Suraj Pai; Asbjørn K. Attermann; Alessandro Di Federico; Andrew Rowan; Selvaraju Veeriah; Lars Dyrskjøt; Leonard Nürnberg; Joao V. Alessi; Patrick A. Ott; Elad Sharon; Allan Hackshaw; Nicholas McGranahan; Christopher Abbosh; Raymond H. Mak; Danielle Bitterman; Mark Awad; Biagio Ricciuti; Charles Swanton; Mariam Jamal-Hanjani; Nicolai J. Birkbak; Hugo J. W. L. Aerts
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A generalizable foundation model for analysis of human brain MRI
err2026-02-05
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errOAAI
errDivyanshu Tak; Biniam A. Garomsa; Anna Zapaishchykova; Tafadzwa L. Chaunzwa; Juan Carlos Climent Pardo; Zezhong Ye; John Zielke; Yashwanth Ravipati; Suraj Pai; Sri Vajapeyam; Maryam Mahootiha; Mitchell Parker; Luke R. G. Pike; Ceilidh Smith; Ariana M. Familiar; Kevin X. Liu; Sanjay Prabhu; Omar Arnaout; Pratiti Bandopadhayay; Ali Nabavizadeh; Sabine Mueller; Hugo JWL Aerts; Raymond Y. Huang; Tina Y. Poussaint; Benjamin H. Kann
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Prognostic value of deep learning-based coronary artery calcium score and quantitative pneumonia burden in patients hospitalized with COVID-19
err2026-01-24
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errOAAI
errChiara Nardocci; Judit Simon; Bettina Budai; Viktor Gál; Hugo JWL Aerts; Roman Zeleznik; Michael T. Lu; Júlia Karády; Márton Kolossváry; Bernard Cosyns; Mihály Radványi; Dávid Prait; Damini Dey; Piotr Slomka; Veronika Müller; Béla Merkely; Pál Maurovich-Horvat
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FaceAge as a biomarker for prognosis and treatment stratification in a large-scale oncology cohort
err2025-11-19
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PREAI
errGrace Lee, MD; Fridolin Haugg, MS; Dennis Bontempi, PhD; John He, BA; Osbert Zalay, MD; Danielle S Bitterman, MD; Paul Catalano, ScD; Vasco Prudente, MSc; Suraj Pai, MSc; Christian Guthier, PhD; Benjamin H Kann, MD; Dirk De Ruysscher, MD, PhD; Hugo J W L Aerts, PhD; Raymond H Mak, MD
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Segmenting Whole-Body MRI and CT for Multiorgan Anatomic Structure Delineation
err2025-11-01
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PREAI
errHantze, Hartmut; Xu, Lina; Mertens, Christian J.; Dorfner, Felix J.; Donle, Leonhard; Busch, Felix; Kader, Avan; Ziegelmayer, Sebastian; Bayerl, Nadine; Navab, Nassir; Rueckert, Daniel; Schnabel, Julia; Aerts, Hugo J. W. L.; Truhn, Daniel; Bamberg, Fabian; Weiss, Jakob; Schlett, Christopher L.; Ringhof, Steffen; Niendorf, Thoralf; Pischon, Tobias; Kauczor, Hans-Ulrich; Nonnenmacher, Tobias; Kroncke, Thomas; Volzke, Henry; Schulz-Menger, Jeanette; Maier-Hein, Klaus; Hering, Alessa; Prokop, Mathias; Van Ginneken, Bram; Makowski, Marcus R.; Adams, Lisa C.; Bressem, Keno K.
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Leveraging deep learning applied to chest radiograph images to identify individuals at high risk of chronic obstructive pulmonary disease: a retrospective model validation study
err2025-10-24
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errOAAI
errSaman Doroodgar Jorshery; Jay Chandra; Anika S Walia; Audra Stumiolo; Kristin Corey; Seyedeh Maryam Zekavat; Aniket N Zinzuwadia; Krisha Patel; Sarah Short; Jessica L Mega; R Scooter Plowman; Neha Pagidipati; Shannon S Sullivan; Kenneth W Mahaffey; Svati H Shah; Adrian F Hernandez; David Christiani; Hugo J W L Aerts; Jakob Weiss; Michael T Lu; Vineet K Raghu
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When helpfulness backfires: LLMs and the risk of false medical information due to sycophantic behavior
err2025-10-17
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errOAAI
errShan Chen; Mingye Gao; Kuleen Sasse; Thomas Hartvigsen; Brian Anthony; Lizhou Fan; Hugo Aerts; Jack Gallifant; Danielle S. Bitterman
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Open-Source AI Model for Predicting Respiratory Mortality in COPD from Chest Radiographs
err2025-10-01
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PREAI
errLee, Jong Hyuk; Lee, Chang-Hoon; Kim, Jayoun; Lee, Seungho; Weiss, Jakob; Raghu, Vineet K.; Lu, Michael T.; Aerts, Hugo J. W. L.; Kang, Hye-Rin; Nam, Ju Gang; Park, Chang Min; Goo, Jin Mo; Kim, Hyungjin
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Sex-specific prognostic value of automated epicardial adipose tissue quantification on serial lung cancer screening chest computed tomography
err2025-09-01
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errOAAI
errBrendel, Jan M.; Mayrhofer, Thomas; Hadzic, Ibrahim; Norton, Emilia; Langenbach, Isabel L.; Langenbach, Marcel C.; Jung, Matthias; Raghu, Vineet K.; Nikolaou, Konstantin; Douglas, Pamela S.; Lu, Michael T.; Aerts, Hugo J. W. L.; Foldyna, Borek
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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 NSCLC
err2025-07-26
err0
PREAI
errLeah L. Thompson; Priya M. Amin; Sanjana Shah; Sarah M. Lipson; Jenny Yoon; Grace Lee; Nancy Anabaraonye; Austin T. Gregg; Sharon Jiang; Emilie Baxter; Caterina Florissi; John He; Anurag Saraf; Ryan D. Nipp; Dennis Bontempi; Fridolin Haugg; Hugo J.W.L. Aerts; Raymond H. Mak
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Sex-Specific Prognostic Value Of Automated Epicardial Adipose Tissue Quantification On Lung Cancer Screening Chest CT
err2025-07-20
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PREAI
errJ. Brendel; T. Mayrhofer; I. Hadzic; E. Norton; I. Langenbach; M. Langenbach; M. Jung; V. Raghu; K. Nikolaou; P. Douglas; M. Lu; H. Aerts; B. Foldyna
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Imaging biomarkers of ageing: a review of artificial intelligence-based approaches for age estimation
err2025-07-18
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errOAAI
errFridolin Haugg; Grace Lee; John He; Justin Johnson; Anna Zapaishchykova; Danielle S Bitterman; Benjamin H Kann; Hugo J W L Aerts; Raymond H Mak
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LongHealth: A Question Answering Benchmark with Long Clinical Documents
err2025-06-14
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errOAAI
errLisa Adams; Felix Busch; Tianyu Han; Jean-Baptiste Excoffier; Matthieu Ortala; Alexander Löser; Hugo J. W. L. Aerts; Jakob Nikolas Kather; Daniel Truhn; Keno Bressem
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Predicting Respiratory Disease Mortality Risk Using Open-Source AI on Chest Radiographs in an Asian Health Screening Population
err2025-05-01
err0
PREAI
errLee, Jong Hyuk; Choi, Seung Ho; Aerts, Hugo J. W. L.; Weiss, Jakob; Raghu, Vineet K.; Lu, Michael T.; Kim, Jayoun; Lee, Seungho; Lee, Dongheon
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Association of Sarcopenia With Toxicity and Survival in Patients With Lung Cancer, a Multi-Institutional Study With External Dataset Validation
err2025-01-28
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PREAI
errAnurag Saraf; John He; Kee-Young Shin; Jakob Weiss; Mark M. Awad; Justin Gainor; Benjamin H. Kann; David C. Christiani; Hugo J.W.L. Aerts; Raymond H. Mak
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Deep learning volumetrics reveal distinct clinical trajectories for pediatric low-grade gliomas under surveillance: A multicenter study
err2025-01-01
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errOAAI
errCliment Pardo, Juan Carlos; Zapaishchykova, Anna; Boyd, Aidan; Tak, Divyanshu; Zielke, John; Mahootiha, Maryam; Ye, Zezhong; Vajapeyam, Sridhar; Jones, Jacquelyn; Smith, Ceilidh; Familiar, Ariana M.; Nabavizadeh, Ali; Bandopadhayay, Pratiti; Mueller, Sabine; Aerts, Hugo J. W. L.; Haas-Kogan, Daphne A.; Michor, Franziska; Ligon, Keith L.; Poussaint, Tina Y.; Faghihroohi, Shahrooz; Kann, Benjamin H.
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Real-World and Clinical Trial Validation of a Deep Learning Radiomic Biomarker for PD-(L)1 Immune Checkpoint Inhibitor Response in Advanced Non-Small Cell Lung Cancer
err2024-12-01
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PREAI
errSako, Chiharu; Duan, Chong; Maresca, Kevin; Kent, Sean; Schmidt, Taly Gilat; Aerts, Hugo J. W. L.; Parikh, Ravi B.; Simon, George R.; Jordan, Petr
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Prediction of new-onset atrial fibrillation in patients with non-small cell lung cancer treated with curative-intent conventional radiotherapy
err2024-12-01
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errOAAI
errTohidinezhad, Fariba; Nurnberg, Leonard; Vaassen, Femke; Bekke, Rachel M. A. ter; Aerts, Hugo J. W. L.; El Hendriks, Lizza; Dekker, Andre; De Ruysscher, Dirk; Traverso, Alberto
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