OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging: Second International Workshop, OR 2.0 2019, and Second ... 2019, Shenzhen, China, October 13 and 17, 201

by Luping Zhou (editor)

Proceedings of the Second International Workshop on OR 2.0 Context-Aware Operating Theaters (OR 2.0 2019).- Feature Aggregation Decoder for Segmenting Laparoscopic Scenes.- Preoperative Planning for Guidewires employing Shape-Regularized Segmentation and Optimized Trajectories.- Guided unsupervised desmoking of laparoscopic images using Cycle-Desmoke.- Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration.- Live monitoring of hemodynamic changes with multispectral image analysis.- Towards a Cyber-Physical Systems Based Operating Room of the Future.- Proceedings of the Second International Workshop on Machine Learning in Clinical Entering the era of big data via transfer learning and data harmonization (MLCN 2019).- Deep Transfer Learning For Whole-Brain FMRI Analyses.- Knowledge distillation for semi-supervised domain adaptation.- Relevance Vector Machines for harmonization of MRI brain volumes using image descriptors.- Data Pooling and Sampling of Heterogeneous Image Data for White Matter Hyperintensity Segmentation.- A Hybrid 3DCNN and 3DC-LSTM based model for 4D Spatio-temporal fMRI An ABIDE Autism Classification study.- Automated Quantification of Enlarged Perivascular Spaces in Clinical Brain MRI across Sites.

132 pages, Paperback

Published October 14, 2019