Dennis Bontempi - Publications, H-index & Citations

Dennis Bontempi

university of lausanne

8H指数

56论文数

416被引数

收录论文 12

发表时间

Deep learning aging marker from retinal images unveils sex-specific clinical and genetic signatures 从视网膜图像中深度学习衰老标志物揭示性别特异性的临床和遗传特征

Nature Communications

IF15.7

2026-08-26

OAAI

Olga 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

Face aging rate quantifies change in biological age to predict cancer outcomes 面部衰老速率量化生物年龄变化以预测癌症结局

Nature Communications

IF15.7

2026-04-28

OAAI

Fridolin 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

FaceAge as a biomarker for prognosis and treatment stratification in a large-scale oncology cohort 面部年龄作为大规模肿瘤学队列中预后和治疗分层的生物标志物

JNCI: Journal of the National Cancer Institute

IF0

2025-11-19

PREAI

Grace 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

Associations Between G8 Geriatric Screening Score, Charlson Comorbidity Index, AI-Based Age Phenotype and Overall Survival in Older Adults with Stage I-II NSCLC G8老年筛查评分、Charlson合并症指数、基于AI的年龄表型与I-II期非小细胞肺癌老年患者总生存期的关系

international journal of radiation oncology biology physics

IF0

2025-07-26

PREAI

Leah 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

End-to-end reproducible AI pipelines in radiology using the cloud

NATURE COMMUNICATIONS

IF15.7

2024-08-13

OAAI

Bontempi, 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.

Foundation model for cancer imaging biomarkers 癌症成像生物标志物的基础模型

NATURE MACHINE INTELLIGENCE

IF23.9

2024-03-15

OAAI

Pai, 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.

Prospective deployment of an automated implementation solution for artificial intelligence translation to clinical radiation oncology

FRONTIERS IN ONCOLOGY

IF3.3

2024-01-04

OAAI

Kehayias, 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.

National Cancer Institute Imaging Data Commons: Toward Transparency, Reproducibility, and Scalability in Imaging Artificial Intelligence

RADIOGRAPHICS

IF5.5

2023-12-01

PREAI

Fedorov, 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

Deep learning to estimate lung disease mortality from chest radiographs

NATURE COMMUNICATIONS

IF15.7

2023-05-16

OAAI

Weiss, Jakob; Raghu, Vineet K. K.; Bontempi, Dennis; Christiani, David C. C.; Mak, Raymond H. H.; Lu, Michael T. T.; Aerts, Hugo J. W. L.

CEREBRUM-7T: Fast and Fully Volumetric Brain Segmentation of 7 Tesla MR Volumes

HUMAN BRAIN MAPPING

IF3.3

2021-10-01

OAAI

Svanera, Michele; Benini, Sergio; Bontempi, Dennis; Muckli, Lars

NCI Imaging Data Commons

CANCER RESEARCH

IF16.6

2021-06-15

OAAI

Fedorov, 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

CEREBRUM: a fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRI

MEDICAL IMAGE ANALYSIS

IF11.8

2020-05-01

OAAI

Bontempi, Dennis; Benini, Sergio; Signoroni, Alberto; Svanera, Michele; Muckli, Lars

研究方向