Dennis Bontempi

SIB Swiss Institute of Bioinformatics — Switzerland

Medicine · Health Sciences

8h-index399citations54works10.02yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(25), AI in cancer detection(14), Medical Imaging Techniques and Applications(11), Advanced X-ray and CT Imaging(11), Advanced MRI Techniques and Applications(10)

Publications54 total

FaceAge as a biomarker for prognosis and treatment stratification in large-scale oncology cohort
JNCI Journal of the National Cancer Institute·2025
Sex-specific disease association and genetic architecture of retinal vascular traits
2025Open Access
RetFit: A Novel Deep Learning-Based Biomarker of Cardiorespiratory Fitness Derived From the Retina
2025Open Access
Deep learning aging marker from retinal images unveils sex-specific clinical and genetic signatures
2025Open Access
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
International Journal of Radiation Oncology*Biology*Physics·2025Open Access
Sex-specific disease association and genetic architecture of retinal vascular traits
2025· 1 citedOpen Access
Foundation Artificial Intelligence Models for Health Recognition Using Face Photographs (FAHR-Face)
ArXiv.org·2025· 1 citedOpen Access
FaceAge, a deep learning system to estimate biological age from face photographs to improve prognostication: a model development and validation study
The Lancet Digital Health·2025· 20 citedOpen Access
Abstract 624: Associations between G8 geriatric screening score, Charlson Comorbidity Index, AI-based age phenotype, and overall survival in older adults with stage I-II NSCLC
Cancer Research·2025
Comparing tangible retinal image characteristics with deep learning features reveals their complementarity for gene association and disease prediction
2025Open Access
Vision Foundation Models for Computed Tomography
arXiv (Cornell University)·2025· 4 citedOpen Access
Genetic and Etiological Insights from Automated Lumen Diameter Measurements in Carotid Ultrasounds of the UK Biobank
2025· 1 citedOpen Access
Comparing tangible retinal image characteristics with deep learning features reveals their complementarity for gene association and disease prediction
2024Open Access
A prospectively deployed deep learning-enabled automated quality assurance tool for oncological palliative spine radiation therapy
The Lancet Digital Health·2024· 4 citedOpen Access
End-to-end reproducible AI pipelines in radiology using the cloud
Nature Communications·2024· 12 citedOpen Access
Optimizing CycleGAN design for CBCT-to-CT translation: insights into 2D vs 3D modeling, patch size, and the need for tailored evaluation metrics
2024Open Access
Foundation model for cancer imaging biomarkers
Nature Machine Intelligence·2024· 145 citedOpen Access
Enrichment of lung cancer computed tomography collections with AI-derived annotations
Scientific Data·2024· 7 citedOpen Access
Prospective deployment of an automated implementation solution for artificial intelligence translation to clinical radiation oncology
Frontiers in Oncology·2024· 5 citedOpen Access
Deep learning applications in cancer imaging
2024Open Access
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Frequent Co-authors

Hugo J.W.L. Aerts(31), Andriy Fedorov(19), David Clunie(17), Ron Kikinis(14), Keyvan Farahani(13), Davide Punzo(12), William J.R. Longabaugh(11), André Homeyer(11), Rob Lewis(11), Markus D. Herrmann(11), Daniela P. Schacherer(11), Todd Pihl(11), Suraj Pai(10), Raymond H. Mak(10), Steve Pieper(10), Afshin Akbarzadeh(10), William Kingdon Clifford(10), Henning Höfener(10), Igor Octaviano(10), Chad Osborne(10)