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Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report.
Huijben EMC, Terpstra ML, Galapon AJ, Pai S, Thummerer A, Koopmans P, Afonso M, van Eijnatten M, Gurney-Champion O, Chen Z, Zhang Y, Zheng K, Li C, Pang H, Ye C, Wang R, Song T, Fan F, Qiu J, Huang Y, Ha J, Sung Park J, Alain-Beaudoin A, Bériault S, Yu P, Guo H, Huang Z, Li G, Zhang X, Fan Y, Liu H, Xin B, Nicolson A, Zhong L, Deng Z, Müller-Franzes G, Khader F, Li X, Zhang Y, Hémon C, Boussot V, Zhang Z, Wang L, Bai L, Wang S, Mus D, Kooiman B, Sargeant CAH, Henderson EGA, Kondo S, Kasai S, Karimzadeh R, Ibragimov B, Helfer T, Dafflon J, Chen Z, Wang E, Perko Z, Maspero M. Huijben EMC, et al. Among authors: pai s. Med Image Anal. 2024 Oct;97:103276. doi: 10.1016/j.media.2024.103276. Epub 2024 Jul 17. Med Image Anal. 2024. PMID: 39068830 Free article.
Head and neck tumor segmentation in PET/CT: The HECKTOR challenge.
Oreiller V, Andrearczyk V, Jreige M, Boughdad S, Elhalawani H, Castelli J, Vallières M, Zhu S, Xie J, Peng Y, Iantsen A, Hatt M, Yuan Y, Ma J, Yang X, Rao C, Pai S, Ghimire K, Feng X, Naser MA, Fuller CD, Yousefirizi F, Rahmim A, Chen H, Wang L, Prior JO, Depeursinge A. Oreiller V, et al. Among authors: pai s. Med Image Anal. 2022 Apr;77:102336. doi: 10.1016/j.media.2021.102336. Epub 2021 Dec 25. Med Image Anal. 2022. PMID: 35016077 Free article.
Artificial Intelligence in Radiation Therapy.
Fu Y, Zhang H, Morris ED, Glide-Hurst CK, Pai S, Traverso A, Wee L, Hadzic I, Lønne PI, Shen C, Liu T, Yang X. Fu Y, et al. Among authors: pai s. IEEE Trans Radiat Plasma Med Sci. 2022 Feb;6(2):158-181. doi: 10.1109/TRPMS.2021.3107454. Epub 2021 Aug 24. IEEE Trans Radiat Plasma Med Sci. 2022. PMID: 35992632 Free PMC article.
Radiomics integration into a picture archiving and communication system.
Zhovannik I, Pai S, da Silva Santos TA, van Driel LLG, Dekker A, Fijten R, Traverso A, Bussink J, Monshouwer R. Zhovannik I, et al. Among authors: pai s. Phys Imaging Radiat Oncol. 2021 Oct 9;20:30-33. doi: 10.1016/j.phro.2021.09.007. eCollection 2021 Oct. Phys Imaging Radiat Oncol. 2021. PMID: 34667885 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. 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.
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. Among authors: pai s. Nat Commun. 2024 Aug 13;15(1):6931. doi: 10.1038/s41467-024-51202-2. Nat Commun. 2024. PMID: 39138215 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: pai s. 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. medRxiv [Preprint]. 2023 Sep 5:2023.09.04.23294952. doi: 10.1101/2023.09.04.23294952. medRxiv. 2023. PMID: 37732237 Free PMC article. Preprint.
1,568 results