Lei Guo

Microvessel prediction in H&E Stained Pathology Images using fully convolutional neural networks

2018 · BMC Bioinformatics

BACKGROUND: Pathological angiogenesis has been identified in many malignancies as a potential prognostic factor and target for therapy. In most cases, angiogenic analysis is based on the measurement of microvessel density (MVD) detected by immunostaining …

The Facilitation of Modern Technics for English Pronunciation Class in Foreign Language Learning in China

2020 · Journal of Physics Conference Series

Abstract English is learned in China as a foreign language, the foreign language setting made it very difficult to learn the standard pronunciation. But the short comings can be greatly overcome by the proper use …

A Wind Turbine Fault Classification Model Using Broad Learning System Optimized by Improved Pelican Optimization Algorithm

2022 · Machines

As a classification model, a broad learning system is widely used in wind turbine fault diagnosis. However, the setting of hyperparameters for the models directly affects the classification accuracy of the models and it generally …

Automatic Modulation Classification Under Large Frequency Offset: A Robust Approach Integrating Pre-classification and Compensation Mechanism

2024

Automatic Modulation Classification (AMC) is a critical technology in the field of non-cooperative communication. Carrier frequency offset is an inevitable impairment factor in communication systems, and it significantly affects the performance of AMC, especially when …