Title | Proceedings of the 2nd International Conference on Healthcare Science and Engineering [electronic resource] / edited by Chase Q. Wu, Ming-Chien Chyu, Jaime Lloret, Xianxian Li |
---|---|
Imprint | Singapore : Springer Singapore : Imprint: Springer, 2019 |
Edition | 1st ed. 2019 |
Connect to | https://doi.org/10.1007/978-981-13-6837-0 |
Descript | IX, 306 p. 113 illus., 79 illus. in color. online resource |
Viral Quasispecies Spectrum Reconstruction via Coloring the Vertex in the Weighted Read Conflict Graph -- Robust feature selection method of Radiomics for grading glioma -- Cardiovascular Disease Risk Prediction based on Random Forest -- ECG Beat Classification based on Deep Bi-directional Long Short-term Memory Recurrent Neural Network -- Deep Convolutional Neural Networks for Electrocardiogram Classification -- Transfer Learning based Behavior Task Decoding from Brain Activity -- Fine-tuning ResNet for Breast Cancer Classification from Mammography -- Lung Sounds Diagnosis with Deep Convolutional Neural Network and Two-Stage Pipeline Model -- An Improved Data Anonymization Algorithm for Incomplete Medical Dataset Publishing -- ECG Classification Based on Long Short-Term Memory Networks