Fetal, infant and ophthalmic medical image analysis : International Workshop, FIFI 2017, and 4th International Workshop, OMIA 2017, held in conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, Proceedings

Front Matter ....Pages I-XIII
Front Matter ....Pages 1-1
 Template-Free Estimation of Intracranial Volume: A Preterm Birth Animal Model Study  (Juan Eugenio Iglesias, Sebastiano Ferraris, Marc Modat, Willy Gsell, Jan Deprest, Johannes L. van der Merwe et al.)....Pages 3-13
 Assessing Reorganisation of Functional Connectivity in the Infant Brain  (Roxane Licandro, Karl-Heinz Nenning, Ernst Schwartz, Kathrin Kollndorfer, Lisa Bartha-Doering, Hesheng Liu et al.)....Pages 14-24
 Fetal Skull Segmentation in 3D Ultrasound via Structured Geodesic Random Forest  (Juan J. Cerrolaza, Ozan Oktay, Alberto Gomez, Jacqueline Matthew, Caroline Knight, Bernhard Kainz et al.)....Pages 25-32
 Fast Registration of 3D Fetal Ultrasound Images Using Learned Corresponding Salient Points  (Alberto Gomez, Kanwal Bhatia, Sarjana Tharin, James Housden, Nicolas Toussaint, Julia A. Schnabel)....Pages 33-41
 Automatic Segmentation of the Intracranial Volume in Fetal MR Images  (N. Khalili, P. Moeskops, N. H. P. Claessens, S. Scherpenzeel, E. Turk, R. de Heus et al.)....Pages 42-51
 Abdomen Segmentation in 3D Fetal Ultrasound Using CNN-powered Deformable Models  (Alexander Schmidt-Richberg, Tom Brosch, Nicole Schadewaldt, Tobias Klinder, Angelo Cavallaro, Ibtisam Salim et al.)....Pages 52-61
 Multi-organ Detection in 3D Fetal Ultrasound with Machine Learning  (Caroline Raynaud, Cybèle Ciofolo-Veit, Thierry Lefèvre, Roberto Ardon, Angelo Cavallaro, Ibtisam Salim et al.)....Pages 62-72
 Robust Regression of Brain Maturation from 3D Fetal Neurosonography Using CRNs  (Ana I. L. Namburete, Weidi Xie, J. Alison Noble)....Pages 73-80
Front Matter ....Pages 81-81
 Segmentation of Retinal Blood Vessels Using Dictionary Learning Techniques  (Taibou Birgui Sekou, Moncef Hidane, Julien Olivier, Hubert Cardot)....Pages 83-91
 Detecting Early Choroidal Changes Using Piecewise Rigid Image Registration and Eye-Shape Adherent Regularization  (Tiziano Ronchetti, Peter Maloca, Christoph Jud, Christoph Meier, Selim Orgül, Hendrik P. N. Scholl et al.)....Pages 92-100
 Patch-Based Deep Convolutional Neural Network for Corneal Ulcer Area Segmentation  (Qichao Sun, Lijie Deng, Jianwei Liu, Haixiang Huang, Jin Yuan, Xiaoying Tang)....Pages 101-108
 Model-Driven 3-D Regularisation for Robust Segmentation of the Refractive Corneal Surfaces in Spiral OCT Scans  (Joerg Wagner, Simon Pezold, Philippe C. Cattin)....Pages 109-117
 Automatic Retinal Layer Segmentation Based on Live Wire for Central Serous Retinopathy  (Dehui Xiang, Geng Chen, Fei Shi, Weifang Zhu, Xinjian Chen)....Pages 118-125
 Retinal Image Quality Classification Using Fine-Tuned CNN  (Jing Sun, Cheng Wan, Jun Cheng, Fengli Yu, Jiang Liu)....Pages 126-133
 Optic Disc Detection via Deep Learning in Fundus Images  (Peiyuan Xu, Cheng Wan, Jun Cheng, Di Niu, Jiang Liu)....Pages 134-141
 3D Choroid Neovascularization Growth Prediction with Combined Hyperelastic Biomechanical Model and Reaction-Diffusion Model  (Chang Zuo, Fei Shi, Weifang Zhu, Haoyu Chen, Xinjian Chen)....Pages 142-149
 Retinal Biomarker Discovery for Dementia in an Elderly Diabetic Population  (Ahmed E. Fetit, Siyamalan Manivannan, Sarah McGrory, Lucia Ballerini, Alexander Doney, Thomas J. MacGillivray et al.)....Pages 150-158
 Non-rigid Registration of Retinal OCT Images Using Conditional Correlation Ratio  (Xueying Du, Lun Gong, Fei Shi, Xinjian Chen, Xiaodong Yang, Jian Zheng)....Pages 159-167
 Joint Optic Disc and Cup Segmentation Using Fully Convolutional and Adversarial Networks  (Sharath M. Shankaranarayana, Keerthi Ram, Kaushik Mitra, Mohanasankar Sivaprakasam)....Pages 168-176
 Automated Segmentation of the Choroid in EDI-OCT Images with Retinal Pathology Using Convolution Neural Networks  (Min Chen, Jiancong Wang, Ipek Oguz, Brian L. VanderBeek, James C. Gee)....Pages 177-184
 Spatiotemporal Analysis of Structural Changes of the Lamina Cribrosa  (Charly Girot, Hiroshi Ishikawa, James Fishbaugh, Gadi Wollstein, Joel Schuman, Guido Gerig)....Pages 185-193
 Fast Blur Detection and Parametric Deconvolution of Retinal Fundus Images  (Bryan M. Williams, Baidaa Al-Bander, Harry Pratt, Samuel Lawman, Yitian Zhao, Yalin Zheng et al.)....Pages 194-201
 Towards Topological Correct Segmentation of Macular OCT from Cascaded FCNs  (Yufan He, Aaron Carass, Yeyi Yun, Can Zhao, Bruno M. Jedynak, Sharon D. Solomon et al.)....Pages 202-209
 Boosted Exudate Segmentation in Retinal Images Using Residual Nets  (Samaneh Abbasi-Sureshjani, Behdad Dashtbozorg, Bart M. ter Haar Romeny, François Fleuret)....Pages 210-218
 Development of Clinically Based Corneal Nerves Tortuosity Indexes  (Fabio Scarpa, Alfredo Ruggeri)....Pages 219-226
 A Comparative Study Towards the Establishment of an Automatic Retinal Vessel Width Measurement Technique  (Fan Huang, Behdad Dashtbozorg, Alexander Ka Shing Yeung, Jiong Zhang, Tos T. J. M. Berendschot, Bart M. ter Haar Romeny)....Pages 227-234
 Automatic Detection of Folds and Wrinkles Due to Swelling of the Optic Disc  (Jason Agne, Jui-Kai Wang, Randy H. Kardon, Mona K. Garvin)....Pages 235-242
 Representation Learning for Retinal Vasculature Embeddings  (Luca Giancardo, Kirk Roberts, Zhongming Zhao)....Pages 243-250
Back Matter ....Pages 251-252