Patch-Based Techniques in Medical Imaging: 4th International Workshop, Patch-MI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings

Front Matter ....Pages I-X
Front Matter ....Pages 1-1
 Learning Real Noise for Ultra-Low Dose Lung CT Denoising  (Michael Green, Edith M. Marom, Eli Konen, Nahum Kiryati, Arnaldo Mayer)....Pages 3-11
 MRI Denoising Using Deep Learning  (José V. Manjón, Pierrick Coupe)....Pages 12-19
 MRI Denoising and Artefact Removal Using Self-Organizing Maps for Fast Global Block-Matching  (Lee B. Reid, Ashley Gillman, Alex M. Pagnozzi, José V. Manjón, Jurgen Fripp)....Pages 20-27
 A Monte Carlo Framework for Denoising and Missing Wedge Reconstruction in Cryo-electron Tomography  (E. Moebel, C. Kervrann)....Pages 28-35
Front Matter ....Pages 37-37
 Robust Supervoxel Matching Combining Mid-Level Spectral and Context-Rich Features  (Florian Tilquin, Pierre-Henri Conze, Patrick Pessaux, Mathieu Lamard, Gwenolé Quellec, Vincent Noblet et al.)....Pages 39-47
 Stereo Matching for Wireless Capsule Endoscopy Using Direct Attenuation Model  (Min-Gyu Park, Ju Hong Yoon, Youngbae Hwang)....Pages 48-56
Front Matter ....Pages 57-57
 Liver Tissue Classification Using an Auto-context-based Deep Neural Network with a Multi-phase Training Framework  (Fan Zhang, Junlin Yang, Nariman Nezami, Fabian Laage-gaupp, Julius Chapiro, Ming De Lin et al.)....Pages 59-66
 Using 1D Patch-Based Signatures for Efficient Cascaded Classification of Lung Nodules  (Dario Augusto Borges Oliveira, Matheus Palhares Viana)....Pages 67-75
 Predicting Future Bone Infiltration Patterns in Multiple Myeloma  (Roxane Licandro, Johannes Hofmanninger, Marc-André Weber, Bjoern Menze, Georg Langs)....Pages 76-84
 A Fast Automatic Juxta-pleural Lung Nodule Detection Framework Using Convolutional Neural Networks and Vote Algorithm  (Jiaxing Tan, Yumei Huo, Zhengrong Liang, Lihong Li)....Pages 85-92
Front Matter ....Pages 93-93
 LesionBrain: An Online Tool for White Matter Lesion Segmentation  (Pierrick Coupé, Thomas Tourdias, Pierre Linck, José E. Romero, José V. Manjón)....Pages 95-103
 Multi-atlas Parcellation in the Presence of Lesions: Application to Multiple Sclerosis  (Sandra González-Villà, Yuankai Huo, Arnau Oliver, Xavier Lladó, Bennett A. Landman)....Pages 104-113
 A Patch-Based Segmentation Approach with High Level Representation of the Data for Cortical Sulci Recognition  (Léonie Borne, Jean-François Mangin, Denis Rivière)....Pages 114-121
 Tumor Delineation for Brain Radiosurgery by a ConvNet and Non-uniform Patch Generation  (Egor Krivov, Valery Kostjuchenko, Alexandra Dalechina, Boris Shirokikh, Gleb Makarchuk, Alexander Denisenko et al.)....Pages 122-129
Front Matter ....Pages 131-131
 Iterative Deep Retinal Topology Extraction  (Carles Ventura, Jordi Pont-Tuset, Sergi Caelles, Kevis-Kokitsi Maninis, Luc Van Gool)....Pages 133-143
Back Matter ....Pages 145-145