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Longitudinal risk prediction for pediatric glioma with temporal deep learning.
Tak D, Garomsa BA, Zapaishchykova A, Ye Z, Vajapeyam S, Mahootiha M, Climent Pardo JC, Smith C, Familiar AM, Chaunzwa T, Liu KX, Prabhu S, Bandopadhayay P, Nabavizadeh A, Mueller S, Aerts HJ, Haas-Kogan D, Poussaint TY, Kann BH. Tak D, et al. Among authors: liu kx. medRxiv [Preprint]. 2024 Jun 28:2024.06.04.24308434. doi: 10.1101/2024.06.04.24308434. medRxiv. 2024. PMID: 38978642 Free PMC article. Preprint.
Multimodal Deep Learning Improves Recurrence Risk Prediction in Pediatric Low-Grade Gliomas.
Mahootiha M, Tak D, Ye Z, Zapaishchykova A, Likitlersuang J, Climent Pardo JC, Boyd A, Vajapeyam S, Chopra R, Prabhu SP, Liu KX, Elhalawani H, Nabavizadeh A, Familiar A, Mueller S, Aerts HJWL, Bandopadhayay P, Ligon KL, Haas-Kogan D, Poussaint TY, Qadir HA, Balasingham I, Kann BH. Mahootiha M, et al. Among authors: liu kx. Neuro Oncol. 2024 Aug 30:noae173. doi: 10.1093/neuonc/noae173. Online ahead of print. Neuro Oncol. 2024. PMID: 39211987
Stepwise Transfer Learning for Expert-level Pediatric Brain Tumor MRI Segmentation in a Limited Data Scenario.
Boyd A, Ye Z, Prabhu SP, Tjong MC, Zha Y, Zapaishchykova A, Vajapeyam S, Catalano PJ, Hayat H, Chopra R, Liu KX, Nabavizadeh A, Resnick AC, Mueller S, Haas-Kogan DA, Aerts HJWL, Poussaint TY, Kann BH. Boyd A, et al. Among authors: liu kx. Radiol Artif Intell. 2024 Jul;6(4):e230254. doi: 10.1148/ryai.230254. Radiol Artif Intell. 2024. PMID: 38984985 Free PMC article.
373 results