Durable B‐Cell Impairment While Sparing IgA B Cells After Ocrelizumab Therapy in Multiple Sclerosis
ABSTRACT Objectives Ocrelizumab (OCR), a humanized anti‐CD20 monoclonal antibody, is highly efficient in relapsing–remitting multiple sclerosis (RR‐MS). We assessed early cellular B‐cell profiles in patients prior to OCR treatment, on OCR treatment, and after 15 months of therapy discontinuation.
Alexandra Garcia+20 more
wiley +1 more source
Fruit Freshness Classification and Detection Based on the ResNet-101 Network and Non-Local Attention Mechanism. [PDF]
Shu Y, Zhang J, Wang Y, Wei Y.
europepmc +1 more source
Circulating Interleukin‐6 Levels and Timing of Acute Ischemic Stroke Onset
ABSTRACT Intravenous thrombolysis is the most widely available effective ischemic stroke treatment, but is approved only if given within 4.5 h from stroke onset. Many patients are not treated because stroke onset time is unknown. We evaluated the cytokine interleukin 6 (IL‐6) in circulating blood after acute ischemic stroke (AIS).
Robert G. Kowalski+15 more
wiley +1 more source
VGG-EffAttnNet: Hybrid Deep Learning Model for Automated Chili Plant Disease Classification Using VGG16 and EfficientNetB0 With Attention Mechanism. [PDF]
Rani R+5 more
europepmc +1 more source
ABSTRACT Purpose This study aimed to explore the association between quantitative shape irregularity and density heterogeneity of hematomas and hematoma expansion (HE) for intracerebral hemorrhage (ICH) patients. Methods This cohort study included patients arriving within 24 h of symptom onset between August 2021 and July 2022 as the derivation cohort ...
Zeqiang Ji+11 more
wiley +1 more source
Attention mechanism based CNN-LSTM hybrid deep learning model for atmospheric ozone concentration prediction. [PDF]
Yuan J+5 more
europepmc +1 more source
ABSTRACT Objective The Apolipoprotein (APOE) ε4 allele is the strongest genetic risk factor for late‐onset Alzheimer's disease (AD); however, many ε4 carriers remain cognitively intact into old age. Leveraging plasma neuron‐derived extracellular vesicles (NDEVs), we sought to identify biomarkers of cognitive resilience and their interplay with APOE ...
Apostolos Manolopoulos+17 more
wiley +1 more source
EEG detection and recognition model for epilepsy based on dual attention mechanism. [PDF]
Huang Z+7 more
europepmc +1 more source
LiSA-MobileNetV2: an extremely lightweight deep learning model with Swish activation and attention mechanism for accurate rice disease classification. [PDF]
Xu Y, Li D, Li C, Yuan Z, Dai Z.
europepmc +1 more source
Attention mechanism-based habitat analysis for predicting pleural invasion and prognosis of pulmonary nodules. [PDF]
Zhang W+8 more
europepmc +1 more source