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End-to-end reproducible AI pipelines in radiology using the cloud.
Bontempi D, Nuernberg L, Pai S, Krishnaswamy D, Thiriveedhi V, Hosny A, Mak RH, Farahani K, Kikinis R, Fedorov A, Aerts HJWL. Bontempi D, et al. Nat Commun. 2024 Aug 13;15(1):6931. doi: 10.1038/s41467-024-51202-2. Nat Commun. 2024. PMID: 39138215 Free PMC article.
Foundation model for cancer imaging biomarkers.
Pai S, Bontempi D, Hadzic I, Prudente V, Sokač M, Chaunzwa TL, Bernatz S, Hosny A, Mak RH, Birkbak NJ, Aerts HJWL. Pai S, et al. Among authors: bontempi d. Nat Mach Intell. 2024;6(3):354-367. doi: 10.1038/s42256-024-00807-9. Epub 2024 Mar 15. Nat Mach Intell. 2024. PMID: 38523679 Free PMC article.
National Cancer Institute Imaging Data Commons: Toward Transparency, Reproducibility, and Scalability in Imaging Artificial Intelligence.
Fedorov A, Longabaugh WJR, Pot D, Clunie DA, Pieper SD, Gibbs DL, Bridge C, Herrmann MD, Homeyer A, Lewis R, Aerts HJWL, Krishnaswamy D, Thiriveedhi VK, Ciausu C, Schacherer DP, Bontempi D, Pihl T, Wagner U, Farahani K, Kim E, Kikinis R. Fedorov A, et al. Among authors: bontempi d. Radiographics. 2023 Dec;43(12):e230180. doi: 10.1148/rg.230180. Radiographics. 2023. PMID: 37999984 Free PMC article.
Decoding biological age from face photographs using deep learning.
Zalay O, Bontempi D, Bitterman DS, Birkbak N, Shyr D, Haugg F, Qian JM, Roberts H, Perni S, Prudente V, Pai S, Dekker A, Haibe-Kains B, Guthier C, Balboni T, Warren L, Krishan M, Kann BH, Swanton C, Ruysscher D, Mak RH, Aerts HJ. Zalay O, et al. Among authors: bontempi d. medRxiv [Preprint]. 2023 Sep 12:2023.09.12.23295132. doi: 10.1101/2023.09.12.23295132. medRxiv. 2023. PMID: 37745558 Free PMC article. Preprint.
Foundation Models for Quantitative Biomarker Discovery in Cancer Imaging.
Pai S, Bontempi D, Prudente V, Hadzic I, Sokač M, Chaunzwa TL, Bernatz S, Hosny A, Mak RH, Birkbak NJ, Aerts HJ. Pai S, et al. Among authors: bontempi d. medRxiv [Preprint]. 2023 Sep 5:2023.09.04.23294952. doi: 10.1101/2023.09.04.23294952. medRxiv. 2023. PMID: 37732237 Free PMC article. Preprint.
Screening for extranodal extension in HPV-associated oropharyngeal carcinoma: evaluation of a CT-based deep learning algorithm in patient data from a multicentre, randomised de-escalation trial.
Kann BH, Likitlersuang J, Bontempi D, Ye Z, Aneja S, Bakst R, Kelly HR, Juliano AF, Payabvash S, Guenette JP, Uppaluri R, Margalit DN, Schoenfeld JD, Tishler RB, Haddad R, Aerts HJWL, Garcia JJ, Flamand Y, Subramaniam RM, Burtness BA, Ferris RL. Kann BH, et al. Among authors: bontempi d. Lancet Digit Health. 2023 Jun;5(6):e360-e369. doi: 10.1016/S2589-7500(23)00046-8. Epub 2023 Apr 21. Lancet Digit Health. 2023. PMID: 37087370 Free PMC article. Clinical Trial.
Computed tomography-based radiomics for the differential diagnosis of pneumonitis in stage IV non-small cell lung cancer patients treated with immune checkpoint inhibitors.
Tohidinezhad F, Bontempi D, Zhang Z, Dingemans AM, Aerts J, Bootsma G, Vansteenkiste J, Hashemi S, Smit E, Gietema H, Aerts HJ, Dekker A, Hendriks LEL, Traverso A, De Ruysscher D. Tohidinezhad F, et al. Among authors: bontempi d. Eur J Cancer. 2023 Apr;183:142-151. doi: 10.1016/j.ejca.2023.01.027. Epub 2023 Feb 9. Eur J Cancer. 2023. PMID: 36857819 Free article.
14 results