Context-Aware Poly(A) Signal Prediction Model via Deep Spatial-Temporal Neural Networks.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3226301
Abstract: Polyadenylation Poly(A) is an essential process during messenger RNA (mRNA) maturation in biological eukaryote systems. Identifying Poly(A) signals (PASs) from the genome level is the key to understanding the mechanism of translation regulation and mRNA… read more here.
Keywords: signal prediction; prediction; poly signal; context aware ... See more keywords
Comparison of initial learning algorithms for long short-term memory method on real-time respiratory signal prediction
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Oncology"
DOI: 10.3389/fonc.2023.1101225
Abstract: Aim This study aimed to examine the effect of the weight initializers on the respiratory signal prediction performance using the long short-term memory (LSTM) model. Methods Respiratory signals collected with the CyberKnife Synchrony device during… read more here.
Keywords: respiratory signal; signal prediction; term memory; prediction ... See more keywords