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Supervised learning for bone shape and cortical thickness estimation from CT images for finite element analysis.

, , , , and . Medical Image Analysis, (2019)

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Statistical model based shape prediction from a combination of direct observations and various surrogates: Application to orthopaedic research., , , , and . Medical Image Analysis, 16 (6): 1156-1166 (2012)Enhancing interpretability of automatically extracted machine learning features: application to a RBM-Random Forest system on brain lesion segmentation., , , , , , and . Medical Image Analysis, (2018)Towards automatic MRI volumetry for treatment selection in acute ischemic stroke patients., , , , and . EMBC, page 1521-1524. IEEE, (2014)Parameter Learning for CRF-Based Tissue Segmentation of Brain Tumors., , , , and . Brainles@MICCAI, volume 9556 of Lecture Notes in Computer Science, page 156-167. Springer, (2015)Prediction of Cranio-Maxillofacial Surgical Planning Using an Inverse Soft Tissue Modelling Approach., , , , and . MICCAI (1), volume 8149 of Lecture Notes in Computer Science, page 18-25. Springer, (2013)Automatic Brain Tumor Grading from MRI Data Using Convolutional Neural Networks and Quality Assessment., , , , and . MLCN/DLF/iMIMIC@MICCAI, volume 11038 of Lecture Notes in Computer Science, page 106-114. Springer, (2018)High-Throughput Glomeruli Analysis of μ CT Kidney Images Using Tree Priors and Scalable Sparse Computation., , , , and . MICCAI (2), volume 9901 of Lecture Notes in Computer Science, page 370-378. (2016)Automated Intervertebral Disc Detection from Low Resolution, Sparse MRI Images for the Planning of Scan Geometries., , , , , and . MLMI, volume 6357 of Lecture Notes in Computer Science, page 10-17. Springer, (2010)Magnetic Resonance Fingerprinting Reconstruction via Spatiotemporal Convolutional Neural Networks., , , , , , and . MLMIR@MICCAI, volume 11074 of Lecture Notes in Computer Science, page 39-46. Springer, (2018)Statistical Shape Analysis via Principal Factor Analysis., , , , , and . ISBI, page 1216-1219. IEEE, (2007)