Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis - First International Workshop, DATRA 2018 - and - Third International Workshop, PIPPI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings - researchr publication

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Andrew Melbourne, Roxane Licandro, Matthew D. DiFranco, Paolo Rota, Melanie Gau, Martin Kampel, Rosalind Aughwane, Pim Moeskops, Ernst Schwartz, Emma C. Robinson, Antonios Makropoulos, editors, Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis - First International Workshop, DATRA 2018 - and - Third International Workshop, PIPPI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings. Volume 11076 of Lecture Notes in Computer Science, Springer, 2018. [doi]

Conference: miccai2018

Abstract is missing.

DeepCS: Deep Convolutional Neural Network and SVM Based Single Image Super-ResolutionJebaveerasingh Jebadurai, J. Dinesh Peter. 3-13 [doi]

Automatic Segmentation of Thigh Muscle in Longitudinal 3D T1-Weighted Magnetic Resonance (MR) ImagesZihao Tang, Chenyu Wang, Phu Hoang, Sidong Liu, Weidong Cai, Domenic Soligo, Ruth Oliver, Michael Barnett 0006, Ché Fornusek. 14-21 [doi]

Detecting Bone Lesions in Multiple Myeloma Patients Using Transfer LearningMatthias Perkonigg, Johannes Hofmanninger, Björn H. Menze, Marc-André Weber, Georg Langs. 22-30 [doi]

Quantification of Local Metabolic Tumor Volume Changes by Registering Blended PET-CT Images for Prediction of Pathologic Tumor ResponseSadegh Riyahi, Wookjin Choi, Chia-Ju Liu, Saad Nadeem, Shan Tan, Hualiang Zhong, Wengen Chen, Abraham J. Wu, James G. Mechalakos, Joseph O. Deasy, Wei Lu. 31-41 [doi]

Optimizing External Surface Sensor Locations for Respiratory Tumor Motion PredictionYusuf Özbek, Zoltán R. Bárdosi, Srdjan Milosavljevic, Wolfgang Freysinger. 42-51 [doi]

Segmentation of Fetal Adipose Tissue Using Efficient CNNs for Portable UltrasoundSagar Vaze, Ana I. L. Namburete. 55-65 [doi]

Automatic Shadow Detection in 2D Ultrasound ImagesQingjie Meng, Christian F. Baumgartner, Matthew Sinclair, James Housden, Martin Rajchl, Alberto Gómez, Benjamin Hou, Nicolas Toussaint, Veronika A. M. Zimmer, Jeremy Tan, Jacqueline Matthew, Daniel Rueckert, Julia A. Schnabel, Bernhard Kainz. 66-75 [doi]

Multi-channel Groupwise Registration to Construct an Ultrasound-Specific Fetal Brain AtlasAna I. L. Namburete, Raquel van Kampen, Aris T. Papageorghiou, Bartlomiej W. Papiez. 76-86 [doi]

Investigating Brain Age Deviation in Preterm Infants: A Deep Learning ApproachSusmita Saha, Alex M. Pagnozzi, Joanne George, Paul B. Colditz, Roslyn N. Boyd, Stephen E. Rose, Jurgen Fripp, Kerstin Pannek. 87-96 [doi]

Segmentation of Pelvic Vessels in Pediatric MRI Using a Patch-Based Deep Learning ApproachAlessio Virzì, Pietro Gori, C. O. Muller, E. Mille, Q. Peyrot, L. Berteloot, Nathalie Boddaert, S. Sarnacki, Isabelle Bloch. 97-106 [doi]

Multi-view Image Reconstruction: Application to Fetal Ultrasound CompoundingVeronika A. Zimmer, Alberto Gómez, Yohan Noh, Nicolas Toussaint, Bishesh Khanal, Robert Wright, Laura Peralta, Milou van Poppel, Emily Skelton, Jacqueline Matthew, Julia A. Schnabel. 107-116 [doi]

EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging Without External TrackersBishesh Khanal, Alberto Gómez, Nicolas Toussaint, Steven G. McDonagh, Veronika A. M. Zimmer, Emily Skelton, Jacqueline Matthew, Daniel Grzech, Robert Wright, Chandni Gupta, Benjamin Hou, Daniel Rueckert, Julia A. Schnabel, Bernhard Kainz. 117-127 [doi]

Better Feature Matching for Placental Panorama ConstructionPraneeth Sadda, John A. Onofrey, Mert Ozan Bahtiyar, Xenophon Papademetris. 128-137 [doi]

Combining Deep Learning and Multi-atlas Label Fusion for Automated Placenta Segmentation from 3DUSBaris U. Oguz, Jiancong Wang, Natalie Yushkevich, Alison M. Pouch, James C. Gee, Paul A. Yushkevich, Nadav Schwartz, Ipek Oguz. 138-148 [doi]

LSTM Spatial Co-transformer Networks for Registration of 3D Fetal US and MR Brain ImagesRobert Wright, Bishesh Khanal, Alberto Gómez, Emily Skelton, Jacqueline Matthew, Joseph V. Hajnal, Daniel Rueckert, Julia A. Schnabel. 149-159 [doi]

Automatic and Efficient Standard Plane Recognition in Fetal Ultrasound Images via Multi-scale Dense NetworksPeiyao Kong, Dong Ni, Siping Chen, Shengli Li, Tianfu Wang, Baiying Lei. 160-168 [doi]

Paediatric Liver Segmentation for Low-Contrast CT ImagesMariusz Bajger, Gobert N. Lee, Martin Caon. 169-178 [doi]

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