Oral Session 2 MIC Machine Learning and Statistics

374 Regressing Heatmaps for Multiple Landmark Localization Using CNNs
Christian Payer, Darko Stern, Horst Bischof, Martin Urschler
366 Detection of Differentiated vs. Undifferentiated Colonies of iPS Cells Using Random Forests Modeled with the Multivariate Polya Distribution
Bisser Raytchev, Atsuki Masuda, Masatoshi Minakawa, Kojiro Tanaka, Takio Kurita, Toru Imamura, Masashi Suzuki, Toru Tamaki, Kazufumi Kaneda
459 Early Diagnosis of Alzheimer’s Disease by Joint Feature Selection and Classification on Temporally Structured Support Vector Machine
Yingying Zhu, Xiaofeng Zhu, Minjeong Kim, Dinggang Shen, Guorong Wu
643 Multi-Input Cardiac Image Super-Resolution using Convolutional Neural Networks
Ozan Oktay, Wenjia Bai, Metthew Lee, Ricardo Guerrero, Konstantinos, Kamnitsas, Jose Cabellero, Antonio M Simoes Monteiro de Marvao, Stuart Cook, Declan O'Regan, Daniel Rueckert
308 Low-Dimensional Statistics of Anatomical Variability Via Compact Representation of Image Deformations
Miaomiao Zhang, William Sandy Wells, Polina Golland
380 Mapping Lifetime Brain Volumetry with Covariate-Adjusted Restricted Cubic Spline Regression from Cross-sectional Multi-site MRI
Yuankai Huo, Katherine Aboud, Hakmook Kang, Laurie Cutting, Bennett Landman
430 Riemannian Statistical Analysis of Cortical Geometry with Robustness to Partial Homology and Misalignment
Suyash P. Awate, Richard Leahy, Anand Joshi
929 Barycentric subspace analysis: a new symmetric group-wise paradigm for cardiac motion tracking
Marc-Michel Rohé, Maxime Sermesant, Xavier Pennec