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Unsupervised machine learning models reveal predictive clinical markers of glioblastoma patient survival using white blood cell counts prior to initiating chemoradiation.
Wang W, Kumm ZT, Ho C, Zanesco-Fontes I, Texiera G, Reis RM, Martinetto H, Khan J, McCandless MG, Baker KE, Anderson MD, Chohan MO, Beyer S, Elder JB, Giglio P, Otero JJ. Wang W, et al. Neurooncol Adv. 2023 Nov 11;6(1):vdad140. doi: 10.1093/noajnl/vdad140. eCollection 2024 Jan-Dec. Neurooncol Adv. 2023. PMID: 38405202 Free PMC article.
Unsupervised machine learning models reveal predictive markers of glioblastoma patient survival using white blood cell counts prior to initiating chemoradiation.
Wang W, Kumm ZT, Ho C, Zanesco-Fontes I, Texiera G, Reis RM, Martinetto H, Khan J, Anderson MD, Chohan MO, Beyer S, Elder JB, Giglio P, Otero JJ. Wang W, et al. Res Sq [Preprint]. 2023 Apr 21:rs.3.rs-2834239. doi: 10.21203/rs.3.rs-2834239/v1. Res Sq. 2023. PMID: 37131745 Free PMC article. Updated. Preprint.
Information theory approaches to improve glioma diagnostic workflows in surgical neuropathology.
Cevik L, Landrove MV, Aslan MT, Khammad V, Garagorry Guerra FJ, Cabello-Izquierdo Y, Wang W, Zhao J, Becker AP, Czeisler C, Rendeiro AC, Véras LLS, Zanon MF, Reis RM, Matsushita MM, Ozduman K, Pamir MN, Ersen Danyeli A, Pearce T, Felicella M, Eschbacher J, Arakaki N, Martinetto H, Parwani A, Thomas DL, Otero JJ. Cevik L, et al. Brain Pathol. 2022 Sep;32(5):e13050. doi: 10.1111/bpa.13050. Epub 2022 Jan 10. Brain Pathol. 2022. PMID: 35014126 Free PMC article.