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

This book constitutes the proceedings of the First International Workshop on Advances in Simplifying Medical UltraSound, ASMUS 2020, and the 5th International Workshop on Perinatal, Preterm and Paediatric Image Analysis, PIPPI 2020, held in conjunction with MICCAI 2020, the 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention. The conference was planned to take place in Lima, Peru, but changed to an online event due to the Coronavirus pandemic. For ASMUS 2020, 19 contributions were accepted from 26 submissions; the 14 contributions from the PIPPI workshop were carefully reviewed and selected from 21 submissions. The papers were organized in topical sections named: diagnosis and measurement; segmentation, captioning and enhancement; localisation and guidance; robotics and skill assessment, and PIPPI 2020. Front Matter ....Pages i-xiv Front Matter ....Pages 1-1 Remote Intelligent Assisted Diagnosis System for Hepatic Echinococcosis (Haixia Wang, Rui Li, Xuan Chen, Bin Duan, Linfewi Xiong, Xin Yang et al.)....Pages 3-12 Calibrated Bayesian Neural Networks to Estimate Gestational Age and Its Uncertainty on Fetal Brain Ultrasound Images (Lok Hin Lee, Elizabeth Bradburn, Aris T. Papageorghiou, J. Alison Noble)....Pages 13-22 Automatic Optic Nerve Sheath Measurement in Point-of-Care Ultrasound (Brad T. Moore, Sean P. Montgomery, Marc Niethammer, Hastings Greer, Stephen R. Aylward)....Pages 23-32 Deep Learning for Automatic Spleen Length Measurement in Sickle Cell Disease Patients (Zhen Yuan, Esther Puyol-Antón, Haran Jogeesvaran, Catriona Reid, Baba Inusa, Andrew P. King)....Pages 33-41 Cross-Device Cross-Anatomy Adaptation Network for Ultrasound Video Analysis (Qingchao Chen, Yang Liu, Yipeng Hu, Alice Self, Aris Papageorghiou, J. Alison Noble)....Pages 42-51 Front Matter ....Pages 53-53 Guidewire Segmentation in 4D Ultrasound Sequences Using Recurrent Fully Convolutional Networks (Brian C. Lee, Kunal Vaidya, Ameet K. Jain, Alvin Chen)....Pages 55-65 Embedding Weighted Feature Aggregation Network with Domain Knowledge Integration for Breast Ultrasound Image Segmentation (Yuxi Liu, Xing An, Longfei Cong, Guohao Dong, Lei Zhu)....Pages 66-74 A Curriculum Learning Based Approach to Captioning Ultrasound Images (Mohammad Alsharid, Rasheed El-Bouri, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble)....Pages 75-84 Deep Image Translation for Enhancing Simulated Ultrasound Images (Lin Zhang, Tiziano Portenier, Christoph Paulus, Orcun Goksel)....Pages 85-94 Front Matter ....Pages 95-95 Localizing 2D Ultrasound Probe from Ultrasound Image Sequences Using Deep Learning for Volume Reconstruction (Kanta Miura, Koichi Ito, Takafumi Aoki, Jun Ohmiya, Satoshi Kondo)....Pages 97-105 Augmented Reality-Based Lung Ultrasound Scanning Guidance (Keshav Bimbraw, Xihan Ma, Ziming Zhang, Haichong Zhang)....Pages 106-115 Multimodality Biomedical Image Registration Using Free Point Transformer Networks (Zachary M. C. Baum, Yipeng Hu, Dean C. Barratt)....Pages 116-125 Label Efficient Localization of Fetal Brain Biometry Planes in Ultrasound Through Metric Learning (Yuan Gao, Sridevi Beriwal, Rachel Craik, Aris T. Papageorghiou, J. Alison Noble)....Pages 126-135 Automatic C-Plane Detection in Pelvic Floor Transperineal Volumetric Ultrasound (Helena Williams, Laura Cattani, Mohammad Yaqub, Carole Sudre, Tom Vercauteren, Jan Deprest et al.)....Pages 136-145 Unsupervised Cross-domain Image Classification by Distance Metric Guided Feature Alignment (Qingjie Meng, Daniel Rueckert, Bernhard Kainz)....Pages 146-157 Front Matter ....Pages 159-159 Dual-Robotic Ultrasound System for In Vivo Prostate Tomography (Kevin M. Gilboy, Yixuan Wu, Bradford J. Wood, Emad M. Boctor, Russell H. Taylor)....Pages 161-170 IoT-Based Remote Control Study of a Robotic Trans-Esophageal Ultrasound Probe via LAN and 5G (Shuangyi Wang, Xilong Hou, James Housden, Zengguang Hou, Davinder Singh, Kawal Rhode)....Pages 171-179 Differentiating Operator Skill During Routine Fetal Ultrasound Scanning Using Probe Motion Tracking (Yipei Wang, Richard Droste, Jianbo Jiao, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou et al.)....Pages 180-188 Kinematics Data Representations for Skills Assessment in Ultrasound-Guided Needle Insertion (Robert Liu, Matthew S. Holden)....Pages 189-198 Front Matter ....Pages 199-199 3D Fetal Pose Estimation with Adaptive Variance and Conditional Generative Adversarial Network (Junshen Xu, Molin Zhang, Esra Abaci Turk, P. Ellen Grant, Polina Golland, Elfar Adalsteinsson)....Pages 201-210 Atlas-Based Segmentation of the Human Embryo Using Deep Learning with Minimal Supervision (Wietske A. P. Bastiaansen, Melek Rousian, Régine P. M. Steegers-Theunissen, Wiro J. Niessen, Anton Koning, Stefan Klein)....Pages 211-221 Deformable Slice-to-Volume Registration for Reconstruction of Quantitative T2* Placental and Fetal MRI (Alena Uus, Johannes K. Steinweg, Alison Ho, Laurence H. Jackson, Joseph V. Hajnal, Mary A. Rutherford et al.)....Pages 222-232 A Smartphone-Based System for Real-Time Early Childhood Caries Diagnosis (Yipeng Zhang, Haofu Liao, Jin Xiao, Nisreen Al Jallad, Oriana Ly-Mapes, Jiebo Luo)....Pages 233-242 Automated Detection of Congenital Heart Disease in Fetal Ultrasound Screening (Jeremy Tan, Anselm Au, Qingjie Meng, Sandy FinesilverSmith, John Simpson, Daniel Rueckert et al.)....Pages 243-252 Harmonised Segmentation of Neonatal Brain MRI: A Domain Adaptation Approach (Irina Grigorescu, Lucilio Cordero-Grande, Dafnis Batalle, A. David Edwards, Joseph V. Hajnal, Marc Modat et al.)....Pages 253-263 A Multi-task Approach Using Positional Information for Ultrasound Placenta Segmentation (Veronika A. Zimmer, Alberto Gomez, Emily Skelton, Nooshin Ghavami, Robert Wright, Lei Li et al.)....Pages 264-273 Spontaneous Preterm Birth Prediction Using Convolutional Neural Networks (Tomasz Włodarczyk, Szymon Płotka, Przemysław Rokita, Nicole Sochacki-Wójcicka, Jakub Wójcicki, Michał Lipa et al.)....Pages 274-283 Multi-modal Perceptual Adversarial Learning for Longitudinal Prediction of Infant MR Images (Liying Peng, Lanfen Lin, Yusen Lin, Yue Zhang, Roza M. Vlasova, Juan Prieto et al.)....Pages 284-294 Efficient Multi-class Fetal Brain Segmentation in High Resolution MRI Reconstructions with Noisy Labels (Kelly Payette, Raimund Kottke, Andras Jakab)....Pages 295-304 Deep Learning Spatial Compounding from Multiple Fetal Head Ultrasound Acquisitions (Jorge Perez-Gonzalez, Nidiyare Hevia Montiel, Verónica Medina Bañuelos)....Pages 305-314 Brain Volume and Neuropsychological Differences in Extremely Preterm Adolescents (Hassna Irzan, Helen O’Reilly, Sebastien Ourselin, Neil Marlow, Andrew Melbourne)....Pages 315-323 Automatic Detection of Neonatal Brain Injury on MRI (Russell Macleod, Jonathan O’Muircheartaigh, A. David Edwards, David Carmichael, Mary Rutherford, Serena J. Counsell)....Pages 324-333 Unbiased Atlas Construction for Neonatal Cortical Surfaces via Unsupervised Learning (Jieyu Cheng, Adrian V. Dalca, Lilla Zöllei)....Pages 334-342 Back Matter ....Pages 343-345