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NCI Imaging Data Commons.
Fedorov A, Longabaugh WJR, Pot D, Clunie DA, Pieper S, Aerts HJWL, Homeyer A, Lewis R, Akbarzadeh A, Bontempi D, Clifford W, Herrmann MD, Höfener H, Octaviano I, Osborne C, Paquette S, Petts J, Punzo D, Reyes M, Schacherer DP, Tian M, White G, Ziegler E, Shmulevich I, Pihl T, Wagner U, Farahani K, Kikinis R. Fedorov A, et al. Among authors: bontempi d. Cancer Res. 2021 Aug 15;81(16):4188-4193. doi: 10.1158/0008-5472.CAN-21-0950. Epub 2021 Jun 15. Cancer Res. 2021. PMID: 34185678 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
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.
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