Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis : First International Workshop, ASMUS 2020, and 5th International Workshop, PIPPI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings /: First International Workshop, ASMUS 2020, and 5th International Workshop, PIPPI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings. (2020)

• Record Type: Book
• Further Information: Note: Edited by Yipeng Hu, Roxane Licandro, J. Alison Noble, Jana Hutter, Stephen Aylward, Andrew Melbourne, Esra Abaci Turk, Jordina Torrents Barrena.
• Editors: Hu, Yipeng; Licandro, Roxane; Noble, J. Alison; Hutter, Jana; Aylward, Stephen; Melbourne, Andrew; Abaci Turk, Esra; Torrents Barrena, Jordina
• Contents: Remote Intelligent Assisted Diagnosis System for Hepatic Echinococcosis -- Calibrated Bayesian neural networks to estimate gestational age and its uncertainty on fetal brain ultrasound images -- Automatic Optic Nerve Sheath Measurement in Point-of-Care Ultrasound -- Deep Learning for Automatic Spleen Length Measurement in Sickle Cell Disease Patients -- Cross-Device Cross-Anatomy Adaptation Network for Ultrasound Video Analysis -- Guidewire Segmentation in 4D Ultrasound Sequences Using Recurrent Fully Convolutional Networks -- Embedding Weighted Feature Aggregation Network with Domain Knowledge Integration for Breast Ultrasound Image Segmentation -- A Curriculum Learning Based Approach to Captioning Ultrasound Images -- Deep Image Translation for Enhancing Simulated Ultrasound Images -- Localizing 2D Ultrasound Probe from Ultrasound Image Sequences Using Deep Learning for Volume Reconstruction -- Augmented Reality-Based Lung Ultrasound Scanning Guidance -- Multimodality Biomedical Image Registration using Free Point Transformer Networks -- Label Efficient Localization of Fetal Brain Biometry Planes In Ultrasound Through Metric Learning -- Automatic C-plane detection in pelvic oor transperineal volumetric ultrasound -- Unsupervised Cross-domain Image Classification by Distance Metric Guided Feature Alignment -- Dual-Robotic Ultrasound System for In Vivo Prostate Tomography -- IoT-based Remote Control Study of a Robotic Trans-esophageal Ultrasound Probe via LAN and 5G -- Differentiating Operator Skill during Routine Fetal Ultrasound Scanning using Probe Motion Tracking -- Kinematics Data Representations for Skills Assessment in Ultrasound-Guided Needle Insertion -- 3D Fetal Pose Estimation with Adaptive Variance and Conditional Generative Adversarial Network -- Atlas-based segmentation of the human embryo using deep learning with minimal supervision -- Deformable Slice-to-Volume Registration for Reconstruction of Quantitative T2* Placental and Fetal MRI -- A Smartphone-based System for Real-time Early Childhood Caries Diagnosis -- Automated Detection of Congenital Heart Disease in Fetal Ultrasound Screening -- Harmonised segmentation of neonatal brain MRI: a domain adaptation approach -- A multi-task approach using positional information for ultrasound placenta segmentation -- Spontaneous preterm birth prediction using convolutional neural networks -- Multi-Modal Perceptual Adversarial Learning for Longitudinal Prediction of Infant MR Images -- Efficient multi-class fetal brain segmentation in high resolution MRI reconstructions with noisy labels -- Deep Learning Spatial Compounding from Multiple Fetal Head Ultrasound Acquisitions -- Brain volume and neuropsychological differences in extremely preterm adolescents -- Automatic Detection of Neonatal Brain Injury on MRI -- Unbiased atlas construction for neonatal cortical surfaces via unsupervised learning.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2020
• Extent: 1 online resource
• Subjects: 006.6; Optical data processing; Application software; Education -- Data processing; Computer networks; Computer Imaging, Vision, Pattern Recognition and Graphics; Computer Appl. in Social and Behavioral Sciences; Computers and Education; Computer Communication Networks; Information Systems Applications (incl. Internet)
• Languages: English
• ISBNs: 9783030603342; 3030603342
• Related ISBNs: 9783030603335
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.