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Deep Learning and Pathomics Analyses Reveal Cell Nuclei as Important Features for Mutation Prediction of BRAF-Mutated Melanomas.
Kim RH, Nomikou S, Coudray N, Jour G, Dawood Z, Hong R, Esteva E, Sakellaropoulos T, Donnelly D, Moran U, Hatzimemos A, Weber JS, Razavian N, Aifantis I, Fenyo D, Snuderl M, Shapiro R, Berman RS, Osman I, Tsirigos A. Kim RH, et al. Among authors: tsirigos a. J Invest Dermatol. 2022 Jun;142(6):1650-1658.e6. doi: 10.1016/j.jid.2021.09.034. Epub 2021 Oct 30. J Invest Dermatol. 2022. PMID: 34757067 Free PMC article.
Inflammation in the tumor-adjacent lung as a predictor of clinical outcome in lung adenocarcinoma.
Dolgalev I, Zhou H, Murrell N, Le H, Sakellaropoulos T, Coudray N, Zhu K, Vasudevaraja V, Yeaton A, Goparaju C, Li Y, Sulaiman I, Tsay JJ, Meyn P, Mohamed H, Sydney I, Shiomi T, Ramaswami S, Narula N, Kulicke R, Davis FP, Stransky N, Smolen GA, Cheng WY, Cai J, Punekar S, Velcheti V, Sterman DH, Poirier JT, Neel B, Wong KK, Chiriboga L, Heguy A, Papagiannakopoulos T, Nadorp B, Snuderl M, Segal LN, Moreira AL, Pass HI, Tsirigos A. Dolgalev I, et al. Among authors: tsirigos a. Nat Commun. 2023 Nov 8;14(1):6764. doi: 10.1038/s41467-023-42327-x. Nat Commun. 2023. PMID: 37938580 Free PMC article.
Self-supervised artificial intelligence predicts recurrence, metastasis and disease specific death from primary cutaneous squamous cell carcinoma at diagnosis.
Coudray N, Juarez MC, Criscito MC, Quiros AC, Wilken R, Cullison SRJ, Stevenson ML, Doudican NA, Yuan K, Aquino JD, Klufas DM, North JP, Yu SS, Murad F, Ruiz E, Schmults CD, Tsirigos A, Carucci JA. Coudray N, et al. Among authors: tsirigos a. Res Sq [Preprint]. 2023 Dec 13:rs.3.rs-3607399. doi: 10.21203/rs.3.rs-3607399/v1. Res Sq. 2023. PMID: 38168253 Free PMC article. Preprint.
A Deep Learning Framework for Predicting Response to Therapy in Cancer.
Sakellaropoulos T, Vougas K, Narang S, Koinis F, Kotsinas A, Polyzos A, Moss TJ, Piha-Paul S, Zhou H, Kardala E, Damianidou E, Alexopoulos LG, Aifantis I, Townsend PA, Panayiotidis MI, Sfikakis P, Bartek J, Fitzgerald RC, Thanos D, Mills Shaw KR, Petty R, Tsirigos A, Gorgoulis VG. Sakellaropoulos T, et al. Among authors: tsirigos a. Cell Rep. 2019 Dec 10;29(11):3367-3373.e4. doi: 10.1016/j.celrep.2019.11.017. Cell Rep. 2019. PMID: 31825821 Free article.
Using Machine Learning Algorithms to Predict Immunotherapy Response in Patients with Advanced Melanoma.
Johannet P, Coudray N, Donnelly DM, Jour G, Illa-Bochaca I, Xia Y, Johnson DB, Wheless L, Patrinely JR, Nomikou S, Rimm DL, Pavlick AC, Weber JS, Zhong J, Tsirigos A, Osman I. Johannet P, et al. Among authors: tsirigos a. Clin Cancer Res. 2021 Jan 1;27(1):131-140. doi: 10.1158/1078-0432.CCR-20-2415. Epub 2020 Nov 18. Clin Cancer Res. 2021. PMID: 33208341 Free PMC article.
175 results