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

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