Signal denoising methods based on deep learning have been extensively adopted on electroencephalogram devices. However, they are unable to deploy on edge-based portable or wearable (P/W) electronics due to the high computational complexity of the existed models. To overcome such issue, we propose an edge-based lightweight Kalman filter network (EKFNet) that does not require manual prior knowledge estimation.
View Article and Find Full Text PDFAllergol Immunopathol (Madr)
November 2024
Background: Allergies to fungi, such as , are significant contributors to respiratory conditions like asthma and rhinitis. Immunotherapy with native extracts often results in high rates of adverse reactions. This study evaluates the safety of immunotherapy using glutaraldehyde-polymerized extracts in both pediatric and adult populations.
View Article and Find Full Text PDFBreast Cancer Res Treat
November 2024
Purpose: With DCIS incidence on the rise, up to 30% of patients undergo mastectomy for Ductal carcinoma in situ (DCIS) (Nash and Hwang, in: Ann Surg Oncol 30(6):3206-3214, 2023). Local recurrence rates after mastectomy for DCIS are reportedly low, but risk factors for recurrence are not known (Kim et al., in: J Cancer Res Ther 16(6):1197-1202, 2020).
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