Fast Auto-Differentiable Digitally Reconstructed Radiographs for Solving Inverse Problems in Intraoperative Imaging -- Multi-channel Residual Neural Network Based on Squeeze-and Excitation for Osteoporosis Diagnosis -- Machine Learning Based Approach for Motion Detection and Estimation in Routinely Acquired Low Resolution Near Infrared Fluorescence Optical Imaging -- Automatic Landmark Identification on IntraOralScans -- STAU-Net: A Spatial Structure Attention Network for 3D Coronary Artery Segmentation -- Convolutional Redistribution Network for Multi-View Medical Image Diagnosis -- Feature Patch Based Attention Model for Dental Caries Classification -- Conditional Domain Adaptation Based on Initial Distribution Discrepancy for EEG Emotion Recognition -- Automated Cone and Vessel Analysis in Adaptive Optics like Retinal Images for Clinical Diagnostics Support.