Oxygenation Fluctuations Associated with Severe Retinopathy of Prematurity: Insights from a Multimodal Deep Learning Approach.
Lin WC, Jordan BK, Scottoline B, Ostmo SR, Coyner AS, Singh P, Kalpathy-Cramer J, Erdogmus D, Chan RVP, Chiang MF, Campbell JP.
Lin WC, et al.
Ophthalmol Sci. 2023 Oct 21;4(2):100417. doi: 10.1016/j.xops.2023.100417. eCollection 2024 Mar-Apr.
Ophthalmol Sci. 2023.
PMID: 38059124
Free PMC article.
Mixed-effects linear models were used to compare the 2 groups in terms of dynamic oxygen variables, such as daily average and the coefficient of variation (COV) fraction of inspired oxygen (FiO(2)). Support vector machine (SVM) and long-short-term memory (LSTM)-based multi …
Mixed-effects linear models were used to compare the 2 groups in terms of dynamic oxygen variables, such as daily average and the coefficien …