Diagnostic Biomedical Signal and Image Processing Applications with Deep Learning Methods (Paperback)

1. Introduction to Deep Learning and Diagnosis in Medicine
2. Skin lesion segmentation using novel CNN approach
3. 1D CNN based identification of Sleep disorders using EEG signals
4. Emotion recognition using hybrid DL method
5. X-RAY specific 2D CNN model
6. Classification of diseases from CT images using LSTM based CNN
7. Tracking and detection mitosis from microscopy videos
8. Whole-slide histopathological image classification using patch-based CNN
9. CMotor-Imagery Tasks Classification in BCI
10. CMachine Learning techniques for the development of smart health
11. Volumetric medical image segmentation using 3D CNN
12. Classification with unbalanced medical datasets
13. A novel DL approach for ECG signal delineation
14. EMG Signal Variations in Fatiguing Contractions of Muscles