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A Machine Learning Approach to Predict Instrument Bending in Stereotactic Neurosurgery.

, , , , , , , , , , and . MICCAI (4), volume 11073 of Lecture Notes in Computer Science, page 238-246. Springer, (2018)

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A generative model of hyperelastic strain energy density functions for multiple tissue brain deformation., , , , , , , , , and . Int. J. Comput. Assist. Radiol. Surg., 16 (1): 141-150 (2021)A Generative Model of Hyperelastic Strain Energy Density Functions for Real-Time Simulation of Brain Tissue Deformation., , , , , , , and . MICCAI (5), volume 11768 of Lecture Notes in Computer Science, page 218-226. Springer, (2019)Anatomy-driven multiple trajectory planning (ADMTP) of intracranial electrodes for epilepsy surgery., , , , , , , , , and . Int. J. Comput. Assist. Radiol. Surg., 12 (8): 1245-1255 (2017)Towards Uncertainty Quantification for Electrode Bending Prediction in Stereotactic Neurosurgery., , , , , , , , , and . ISBI, page 674-677. IEEE, (2020)A Machine Learning Approach to Predict Instrument Bending in Stereotactic Neurosurgery., , , , , , , , , and 1 other author(s). MICCAI (4), volume 11073 of Lecture Notes in Computer Science, page 238-246. Springer, (2018)Automatic segmentation of stereoelectroencephalography (SEEG) electrodes post-implantation considering bending., , , , , , , , , and 4 other author(s). Int. J. Comput. Assist. Radiol. Surg., 13 (6): 935-946 (2018)Clinical applications of magnetic resonance imaging based functional and structural connectivity., , , , , , , , , and 4 other author(s). NeuroImage, (2021)Using convolution neural networks to learn enhanced fiber orientation distribution models from commercially available diffusion magnetic resonance imaging., , , , , , and . CoRR, (2020)Patient-specific prediction of SEEG electrode bending for stereotactic neurosurgical planning., , , , , , , , , and 1 other author(s). Int. J. Comput. Assist. Radiol. Surg., 16 (5): 789-798 (2021)Enhancing the estimation of fiber orientation distributions using convolutional neural networks., , , , , , and . Comput. Biol. Medicine, (2021)