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Dennis Bontempi

university of lausanne

8H-index
56Paper Count
416Citation Count
Published Papers 12
Publication Date
Deep learning aging marker from retinal images unveils sex-specific clinical and genetic signatures
err2026-08-26
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errOAAI
errOlga Trofimova; Leah Böttger; Sacha Bors; Yating Pan; Bart Liefers; Jose D. Vargas-Quiros; Victor A. de Vries; Michael J. Beyeler; David M. Presby; Dennis Bontempi; Janna Hastings; Caroline C. W. Klaver; Sven Bergmann
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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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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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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
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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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End-to-end reproducible AI pipelines in radiology using the cloud
err2024-08-13
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errOAAI
errBontempi, Dennis; Nuernberg, Leonard; Pai, Suraj; Krishnaswamy, Deepa; Thiriveedhi, Vamsi; Hosny, Ahmed; Mak, Raymond H.; Farahani, Keyvan; Kikinis, Ron; Fedorov, Andrey; Aerts, Hugo J. W. L.
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Foundation model for cancer imaging biomarkers
err2024-03-15
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errOAAI
errPai, Suraj; Bontempi, Dennis; Hadzic, Ibrahim; Prudente, Vasco; Sokac, Mateo; Chaunzwa, Tafadzwa L.; Bernatz, Simon; Hosny, Ahmed; Mak, Raymond H.; Birkbak, Nicolai J.; Aerts, Hugo J. W. L.
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Prospective deployment of an automated implementation solution for artificial intelligence translation to clinical radiation oncology
err2024-01-04
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errOAAI
errKehayias, Christopher E.; Yan, Yujie; Bontempi, Dennis; Quirk, Sarah; Bitterman, Danielle S.; Bredfeldt, Jeremy S.; Aerts, Hugo J. W. L.; Mak, Raymond H.; Guthier, Christian V.
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National Cancer Institute Imaging Data Commons: Toward Transparency, Reproducibility, and Scalability in Imaging Artificial Intelligence
err2023-12-01
err10
PREAI
errFedorov, Andrey; Longabaugh, William J. R.; Pot, David; Clunie, David A.; Pieper, Steven D.; Gibbs, David L.; Bridge, Christopher; Herrmann, Markus D.; Homeyer, Andre; Lewis, Rob; Aerts, Hugo J. W. L.; Krishnaswamy, Deepa; Thiriveedhi, Vamsi Krishna; Ciausu, Cosmin; Schacherer, Daniela P.; Bontempi, Dennis; Pihl, Todd; Wagner, Ulrike; Farahani, Keyvan; Kim, Erika; Kikinis, Ron
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Deep learning to estimate lung disease mortality from chest radiographs
err2023-05-16
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errOAAI
errWeiss, Jakob; Raghu, Vineet K. K.; Bontempi, Dennis; Christiani, David C. C.; Mak, Raymond H. H.; Lu, Michael T. T.; Aerts, Hugo J. W. L.
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CEREBRUM-7T: Fast and Fully Volumetric Brain Segmentation of 7 Tesla MR Volumes
err2021-10-01
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errOAAI
errSvanera, Michele; Benini, Sergio; Bontempi, Dennis; Muckli, Lars
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NCI Imaging Data Commons
err2021-06-15
err41
errOAAI
errFedorov, Andrey; Longabaugh, William J. R.; Pot, David; Clunie, David A.; Pieper, Steve; Aerts, Hugo J. W. L.; Homeyer, Andre; Lewis, Rob; Akbarzadeh, Afshin; Bontempi, Dennis; Clifford, William; Herrmann, Markus D.; Hoefener, Henning; Octaviano, Igor; Osborne, Chad; Paquette, Suzanne; Petts, James; Punzo, Davide; Reyes, Madelyn; Schacherer, Daniela P.; Tian, Mi; White, George; Ziegler, Erik; Shmulevich, Ilya; Pihl, Todd; Wagner, Ulrike; Farahani, Keyvan; Kikinis, Ron
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