In this issue, vol. 23, issue 4, July 2019, 11 papers are published as part of the Special Session on Machine Learning in Medical Imaging. Please click below to view them on IEEE XPLORE.
- Automated Layer Segmentation of Retinal Optical Coherence Tomography Images Using a Deep Feature Enhanced Structured Random Forests Classifier
Liu, Xiaoming; Fu, Tianyu; Pan, Zhifang; Liu, Dong; Hu, Wei; Liu, Jun; Zhang, Kai - Automatic Age Estimation and Majority Age Classification from Multi-Factorial MRI Data
Stern, Darko; Payer, Christian; Giuliani, Nicola; Urschler, Martin - Weakly-Supervised Learning of Metric Aggregations for Deformable Image Registration
Ferrante, Enzo; Dokania, Puneet; Marini Silva, Rafael; Paragios, Nikos - A Three-stage Deep Learning Model for Accurate Retinal Vessel Segmentation
Yan, Zengqiang; Yang, Xin; Cheng, Kwang-Ting (Tim) - Parkinson’s Disease Diagnosis via Joint Learning from Multiple Modalities and Relations
Lei, Haijun; Huang, Zhongwei; Zhou, Feng; Elazab, Ahmed; Tan, Ee-Leng; Li, Hancong; Qin, Jing; Lei, Baiying - Deep Learning and Handcrafted Method Fusion: Higher Diagnostic Accuracy for Melanoma Dermoscopy Images
Hagerty, Jason; Stanley, Joe; Almubarak, Haidar; Lama, Norsang; Kasmi, Reda; Guo, Peng; Drugge, Rhett; Rabinovitz, Harold; Olivero, Margaret; Stoecker, William - Simultaneous Cell Detection and Classification in Bone Marrow Histology Images
Song, Tzu-Hsi; Sanchez, Victor; ElDaly, Hesham; Rajpoot, Nasir - Correlation-aware Sparse and Low-rank Constrained Multi-task Learning for Longitudinal Analysis of Alzheimer’s Disease
Jiang, Pengbo; Wang, Xuetong; Li, Qiongling; Jin, Leiming; Li, Shuyu - Cell segmentation using a similarity interface with a multi-task convolutional neural network
Ramesh, Nisha; Tasdizen, Tolga - Knowledge-aided Convolutional Neural Network for Small Organ Segmentation
Zhao, Yu; Li, Hongwei; Wan, Shaohua; Sekuboyina, Anjany; Hu, Xiaobin; Tetteh, Giles; Piraud, Marie; Menze, Bjoern - Fully Convolutional Networks for Monocular Retinal Depth Estimation and Optic Disc-Cup Segmentation
Shankaranarayana, Sharath; Ram, Keerthi; Mitra, Kaushik; Sivaprakasam, Mohanasankar