IEEE

The Acoustic Signal Denoising Method for Rotating Machinery Based on Virtual Sample Integrating the Deep Neural Network

Abstract: The clean signal is used as the reference signal in acoustic signal denoising methods based on the supervised deep learning, but the clean signal of the operating state of the rotating ...
BMJ Open

Comparison of Surgery and Medicine on the Impact of Diverticulitis (COSMID) trial: a protocol for a pragmatic randomised study of diverticulitis treatment in the USA

Introduction Each year, millions of people experience recurrent diverticulitis episodes. Elective sigmoid colon resection reduces the risk of recurrence, but The American Society of Colon and Rectal ...
Medscape

Finger-Prick Blood Test Shows Promise for Early AD Detection

Alzheimer’s disease biomarkers measured from finger-prick dried blood samples closely match standard plasma tests and predict ...
IEEE

An Improved Domain Adaptive Method for Early Weak Fault Diagnosis of Bearings Based on Sample Compactness and Anomalous Feature Filtering

Abstract: The health monitoring of mechanical equipment is evolving toward intelligence, and early weak fault diagnosis of bearings based on transfer learning can achieve fault warning under different ...
BMJ Open

Predicting burnout, anxiety and depression among Canadian healthcare professionals during the COVID-19 pandemic: a cross-sectional secondary analysis study

Objectives This study aimed to identify the predictors of burnout, anxiety and depression among healthcare professionals during the COVID-19 pandemic. Design A secondary quantitative analysis of data ...