DG-LSTM-SA model: A deep gated LSTM network with self-attention mechanism for power generation and load forecasting. [PDF]
Sun G, Zhao Y, Li J, Cui J, Qi X.
europepmc +1 more source
Multivariable System Prediction Based on TCN-LSTM Networks with Self-Attention Mechanism and LASSO Variable Selection. [PDF]
Shao Y, Tang J, Liu J, Han L, Dong S.
europepmc +1 more source
Objective Race and household income impact outcomes in patients with rheumatic conditions; however, their role in pediatric antineutrophil cytoplasmic antibody (ANCA)–associated vasculitis (AAV) remains poorly understood. We aimed to evaluate whether race and ethnicity and household income are associated with severe AAV disease and renal outcomes among
Roberto Alejandro Valdovinos +2 more
wiley +1 more source
Prediction of aero engine remaining service life using a bidirectional GRU model with self attention mechanism. [PDF]
Fu W +7 more
europepmc +1 more source
Self-Attention Mechanism-Based Head Pose Estimation Network with Fusion of Point Cloud and Image Features. [PDF]
Chen K, Wu Z, Huang J, Su Y.
europepmc +1 more source
Objective Although the definition of a gout flare is well established, the state of gout flare resolution has not yet been defined. This study aimed to explore patients’ experiences and perceptions of gout flare resolution. Methods Semistructured interviews were conducted with 24 people with gout, guided by open‐ended questions exploring their ...
Sarah Stewart +5 more
wiley +1 more source
Infrared Image Denoising Algorithm Based on Wavelet Transform and Self-Attention Mechanism. [PDF]
Li H, Zhang Y, Yang L, Zhang H.
europepmc +1 more source
Research on traffic flow prediction of progressive graph convolutional networks based on spatio-temporal self-attention mechanism. [PDF]
Liu C, Kou Y, Wang S, Xie Z, Su Y.
europepmc +1 more source
A Deep Learning Model with a Self-Attention Mechanism for Leg Joint Angle Estimation across Varied Locomotion Modes. [PDF]
Ding G, Georgilas I, Plummer A.
europepmc +1 more source
The Gut–Heart Axis in Systemic Sclerosis: Evidence From a Large Prospective Early Disease Cohort
Objective Cardiac involvement significantly impacts prognosis in systemic sclerosis (SSc), highlighting the need for early risk stratification. Gastrointestinal (GI) symptoms are common and often manifest early. Emerging data suggest a link between GI and cardiac manifestations, possibly through shared mechanisms like dysautonomia.
Francesca R. Di Ciommo +9 more
wiley +1 more source

