{ "item_title" : "Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures", "item_author" : [" Hayit Greenspan", "Ryutaro Tanno", "Marius Erdt "], "item_description" : "UNSURE 2019: Uncertainty quantification and noise modelling.- Probabilistic Surface Reconstruction with Unknown Correspondence.- Probabilistic Image Registration via Deep Multi-class Classification: Characterizing Uncertainty.- Propagating Uncertainty Across Cascaded Medical Imaging Tasks For Improved Deep Learning Inference.- Reg R-CNN: Lesion Detection and Grading under Noisy Labels.- Fast Nonparametric Mutual Information based Registration and Uncertainty Estimation.- Quantifying Uncertainty of deep neural networks in skin lesion classification.- UNSURE 2019: Domain shift robustness.- A Generalized Approach to Determine Confident Samples for Deep Neural Networks on Unseen Data.- Out of distribution detection for intra-operative functional imaging.- CLIP 2019.- A Clinical Measuring Platform for Building the Bridge across the Quantification of Pathological N-cells in Medical Imaging for Studies of Disease.- Spatiotemporal statistical model of anatomical landmarks on a human embryonic brain.- Spaciousness filters for non-contrast CT volume segmentation of the intestine region for emergency ileus diagnosis.- Recovering physiological changes in nasal anatomy with confidence estimates.- Synthesis of Medical Images Using GANs.- DPANet: A Novel Network Based on Dense Pyramid Feature Extractor and Dual Correlation Analysis Attention Modules for Colon Glands Segmentation.- Multi-instance deep learning with graph convolutional neural networks for diagnosis of kidney diseases using ultrasound imaging.- Data Augmentation from Sketch.- An automated CNN-based 3D anatomical landmark detection method to facilitate surface-based 3D facial shape analysis.- A Device-independent Novel Statistical Modeling for Cerebral TOF-MRA data Segmentation.- Three-dimensional face reconstruction from uncalibrated photographs: application to early detection of genetic syndromes.", "item_img_path" : "https://covers4.booksamillion.com/covers/bam/3/03/032/688/3030326888_b.jpg", "price_data" : { "retail_price" : "54.99", "online_price" : "54.99", "our_price" : "54.99", "club_price" : "54.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }

Overview

Customers Also Bought

Details