SUSI/PIPPI@MICCAI

Publications

2019

Athena Taymourtash, Ernst Schwartz, Karl-Heinz Nenning, Daniel Sobotka, Mariana Diogo, Gregor Kasprian, Daniela Prayer, Georg Langs
Quantifying Residual Motion Artifacts in Fetal fMRI Data. SUSI/PIPPI@MICCAI (2019)
Fausto Milletari, Vighnesh Birodkar, Michal Sofka
Straight to the Point: Reinforcement Learning for User Guidance in Ultrasound. SUSI/PIPPI@MICCAI (2019)
Héloïse de Vareilles, Zhong Yi Sun, Manon J. N. L. Benders, Clara Fischer, François Leroy, Linda S. de Vries, Floris Groenendaal, Denis Rivière, Jessica Dubois, Jean-François Mangin
A Longitudinal Study of the Evolution of the Central Sulcus' Shape in Preterm Infants Using Manifold Learning. SUSI/PIPPI@MICCAI (2019)
Jiajun Liang, Rian Huang, Peiyao Kong, Shengli Li, Tianfu Wang, Baiying Lei
SPRNet: Automatic Fetal Standard Plane Recognition Network for Ultrasound Images. SUSI/PIPPI@MICCAI (2019)
João Ramalhinho, Henry F. J. Tregidgo, Moustafa Allam, Nikolina Travlou, Kurinchi Gurusamy, Brian R. Davidson, David J. Hawkes, Dean C. Barratt, Matthew J. Clarkson
Registration of Untracked 2D Laparoscopic Ultrasound Liver Images to CT Using Content-Based Retrieval and Kinematic Priors. SUSI/PIPPI@MICCAI (2019)
Piotr Woznicki, Przemyslaw Przybyszewski, Norbert Kapinski, Jakub Zielinski, Beata Ciszkowska-Lyson, Bartosz A. Borucki, Tomasz Trzcinski, Krzysztof Nowinski
Monitoring Achilles Tendon Healing Progress in Ultrasound Imaging with Convolutional Neural Networks. SUSI/PIPPI@MICCAI (2019)
Daniel Sobotka, Roxane Licandro, Michael Ebner, Ernst Schwartz, Tom Vercauteren, Sébastien Ourselin, Gregor Kasprian, Daniela Prayer, Georg Langs
Reproducibility of Functional Connectivity Estimates in Motion Corrected Fetal fMRI. SUSI/PIPPI@MICCAI (2019)
Tianchi Liu, Mengdi Xu, Ziyu Zhang, Changping Dai, Haiyu Wang, Rui Zhang, Lei Shi, Shuang Wu
Direct Detection and Measurement of Nuchal Translucency with Neural Networks from Ultrasound Images. SUSI/PIPPI@MICCAI (2019)
Libao Guo, Yujin Hu, Baiying Lei, Jie Du, Muyi Mao, Zelong Jin, Bei Xia, Tianfu Wang
Dual Network Generative Adversarial Networks for Pediatric Echocardiography Segmentation. SUSI/PIPPI@MICCAI (2019)
Jiarui Xing, Ulugbek Kamilov, Wenjie Wu, Yong Wang, Miaomiao Zhang
Plug-and-Play Priors for Reconstruction-Based Placental Image Registration. SUSI/PIPPI@MICCAI (2019)
Renxin Zhuang, Junying Chen
Deep Learning Based Minimum Variance Beamforming for Ultrasound Imaging. SUSI/PIPPI@MICCAI (2019)
María Inmaculada García Ocaña, Karen López-Linares Román, Jorge Burgos San Cristóbal, Ana del Campo Real, Iván Macía Oliver
Prediction of Failure of Induction of Labor from Ultrasound Images Using Radiomic Features. SUSI/PIPPI@MICCAI (2019)
Nick Byrne, James R. Clough, Isra Valverde, Giovanni Montana, Andrew P. King
Topology-Preserving Augmentation for CNN-Based Segmentation of Congenital Heart Defects from 3D Paediatric CMR. SUSI/PIPPI@MICCAI (2019)
Irina Grigorescu, Lucilio Cordero-Grande, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez
Investigating Image Registration Impact on Preterm Birth Classification: An Interpretable Deep Learning Approach. SUSI/PIPPI@MICCAI (2019)
Qingjie Meng, Nick Pawlowski, Daniel Rueckert, Bernhard Kainz
Representation Disentanglement for Multi-task Learning with Application to Fetal Ultrasound. SUSI/PIPPI@MICCAI (2019)
Kelly Payette, Ueli Moehrlen, Luca Mazzone, Nicole Ochsenbein-Kölble, Ruth Tuura, Raimund Kottke, Martin Meuli, András Jakab
Longitudinal Analysis of Fetal MRI in Patients with Prenatal Spina Bifida Repair. SUSI/PIPPI@MICCAI (2019)
Courosh Mehanian, Sourabh Kulhare, Rachel Millin, Xinliang Zheng, Cynthia Gregory, Meihua Zhu, Hua Xie, James McAndrew Jones, Jack Lazar, Amber Halse, Todd Graham, Mike Stone, Kenton Gregory, Benjamin K. Wilson
Deep Learning-Based Pneumothorax Detection in Ultrasound Videos. SUSI/PIPPI@MICCAI (2019)
Zisheng Li, Masahiro Ogino
Adversarial Learning for Deformable Image Registration: Application to 3D Ultrasound Image Fusion. SUSI/PIPPI@MICCAI (2019)
Tomasz Wlodarczyk, Szymon Plotka, Tomasz Trzcinski, Przemyslaw Rokita, Nicole Sochacki-Wójcicka, Michal Lipa, Jakub Wójcicki
Estimation of Preterm Birth Markers with U-Net Segmentation Network. SUSI/PIPPI@MICCAI (2019)
Andrew Gilbert, Marit Holden, Line Eikvil, Svein Arne Aase, Eigil Samset, Kristin McLeod
Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach. SUSI/PIPPI@MICCAI (2019)

volume 11798, 2019

Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis - First International Workshop, SUSI 2019, and 4th International Workshop, PIPPI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings SUSI/PIPPI@MICCAI 11798 (2019)