Human intention recognition by deep LSTM and transformer networks for real-time human-robot collaboration. [PDF]
Mavsar M, Simonič M, Ude A.
europepmc +1 more source
ABSTRACT Background There is growing recognition of the potential of plasma proteomics for Alzheimer's Disease (AD) risk assessment and disease characterization. However, differences between proteomics platforms introduce uncertainties regarding cross‐platform applicability.
Manyue Hu +9 more
wiley +1 more source
KALFormer: Knowledge-augmented attention learning for long-term time series forecasting with transformer. [PDF]
Dong X, Yang Q, Cheng W, Zhang Y.
europepmc +1 more source
Network Localization of Fatigue in Multiple Sclerosis
ABSTRACT Background Fatigue is among the most common symptoms and one of the main factors determining the quality of life in multiple sclerosis (MS). However, the neurobiological mechanisms underlying fatigue are not fully understood. Here we studied lesion locations and their connections in individuals with MS, aiming to identify brain networks ...
Olli Likitalo +12 more
wiley +1 more source
A novel deep transformer based CvT model for sign language recognition in visual communication. [PDF]
Hao J, Pan H.
europepmc +1 more source
Frailty Exacerbates Disability in Progressive Multiple Sclerosis
ABSTRACT Background To evaluate frailty in severe progressive multiple sclerosis (PMS) and to investigate the underlying mechanisms. Methods This prospective, cross‐sectional, multicenter study enrolled a late severe PMS group requiring skilled nursing (n = 53) and an age, sex, and disease duration‐matched control PMS group (n = 53).
Taylor R. Wicks +10 more
wiley +1 more source
An efficient transformer architecture with depthwise separable convolutions for high-accuracy underwater acoustic target recognition. [PDF]
Mahmud NA +8 more
europepmc +1 more source
Real‐World Investigation of Satralizumab in Patients With Neuromyelitis Optica Spectrum Disease
ABSTRACT Objective Satralizumab, a monoclonal antibody targeting the interleukin‐6 receptor, has demonstrated efficacy in clinical trials for neuromyelitis optica spectrum disorder (NMOSD). However, its real‐world effectiveness and safety compared to conventional immunosuppressive therapies remain uncertain.
Li‐Tsung Lin +2 more
wiley +1 more source
Graph-augmented transformer ensemble framework for robust and scalable fake news detection in social media ecosystems. [PDF]
Kumar C +5 more
europepmc +1 more source

