Medical Image Understanding and Analysis

Front Matter

End-to-End Learning of a Conditional Random Field for Intra-retinal Layer Segmentation in Optical Coherence Tomography

• Arunava Chakravarty, Jayanthi Sivaswamy

Superpixel-Based Line Operator for Retinal Blood Vessel Segmentation

• Tong Na, Yitian Zhao, Yifan Zhao, Yue Liu

Automatic Detection and Identification of Retinal Vessel Junctions in Colour Fundus Photography

• Harry Pratt, Bryan M. Williams, Jae Ku, Frans Coenen, Yalin Zheng

Fast Optic Disc Segmentation in Retinal Images Using Polar Transform

• Muhammad Nauman Zahoor, Muhammad Moazam Fraz

A Novel Technique for Splat Generation and Patch Level Prediction in Diabetic Retinopathy

• I. Syed Muhammedh Ajwahir, Kumar Rajamani, S. Ibrahim Sadhar

Front Matter

Deep Residual Networks for Quantification of Muscle Fiber Orientation and Curvature from Ultrasound Images

• Ryan Cunningham, Peter Harding, Ian Loram

Modelling, Speckle Simulation and Quality Evaluation of Synthetic Ultrasound Images

• Prerna Singh, Ramakrishnan Mukundan, Rex de Ryke

Multi-level Trainable Segmentation for Measuring Gestational and Yolk Sacs from Ultrasound Images

• Dheyaa Ahmed Ibrahim, Hisham Al-Assam, Sabah Jassim, Hongbo Du

Weakly Supervised Learning of Placental Ultrasound Images with Residual Networks

• Huan Qi, Sally Collins, Alison Noble

Edge Aware Geometric Filter for Ultrasound Image Enhancement

• Deepak Mishra, Santanu Chaudhury, Mukul Sarkar, Arvinder Singh Soin

Front Matter

Tissues Classification of the Cardiovascular System Using Texture Descriptors

• Claudia Mazo, Enrique Alegre, Maria Trujillo, Víctor González-Castro

Multidimensional Assessments of Abdominal Aortic Aneurysms by Magnetic Resonance Against Ultrasound Diameter Measurements

• G. Papanastasiou, V. González-Castro, C. D. Gray, R. O. Forsythe, Y. Sourgia-Koutraki, N. Mitchard et al.

Comparison of Automatic Vessel Segmentation Techniques for Whole Body Magnetic Resonance Angiography with Limited Ground Truth Data

• Andrew McNeil, Giulio Degano, Ian Poole, Graeme Houston, Emanuele Trucco

Evaluating Classifiers for Atherosclerotic Plaque Component Segmentation in MRI

• Arna van Engelen, Marleen de Bruijne, Torben Schneider, Anouk C. van Dijk, M. Eline Kooi, Jeroen Hendrikse et al.

Cardiac Mesh Reconstruction from Sparse, Heterogeneous Contours

• Benjamin Villard, Valentina Carapella, Rina Ariga, Vicente Grau, Ernesto Zacur

Classification of Cross-sections for Vascular Skeleton Extraction Using Convolutional Neural Networks

• Kristína Lidayová, Anindya Gupta, Hans Frimmel, Ida-Maria Sintorn, Ewert Bengtsson, Örjan Smedby