Neural deformation fields for template-based reconstruction of cortical surfaces from MRI

23 January 2024

Papers citing "Neural deformation fields for template-based reconstruction of cortical surfaces from MRI"

12 / 12 papers shown

Title
V2C-Long: Longitudinal Cortex Reconstruction with Spatiotemporal Correspondence Fabian Bongratz Jan Fecht Anne-Marie Rickmann Christian Wachinger 77 0 0 20 Feb 2025
$CorticalFlow$^{++}$: Boosting Cortical Surface Reconstruction Accuracy, Regularity, and Interoperability$ CorticalFlow $^{++}$ : Boosting Cortical Surface Reconstruction Accuracy, Regularity, and Interoperability Rodrigo Santa Cruz Leo Lebrat D.-L. Fu Pierrick Bourgeat Jurgen Fripp Clinton Fookes Olivier Salvado 29 18 0 14 Jun 2022
A Deep-Learning Approach For Direct Whole-Heart Mesh Reconstruction Fanwei Kong N. Wilson S. Shadden MedIm AI4CE 95 88 0 16 Feb 2021
Implicit Neural Representations with Periodic Activation Functions Vincent Sitzmann Julien N. P. Martel Alexander W. Bergman David B. Lindell Gordon Wetzstein AI4TS 147 2,556 0 17 Jun 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 496 42,449 0 03 Dec 2019
FastSurfer -- A fast and accurate deep learning based neuroimaging pipeline Leonie Henschel Sailesh Conjeti Santiago Estrada K. Diers Bruce Fischl M. Reuter MedIm 102 400 0 09 Oct 2019
3D Whole Brain Segmentation using Spatially Localized Atlas Network Tiles Yuankai Huo Zhoubing Xu Yunxi Xiong Katherine Aboud P. Parvathaneni Shunxing Bao Camilo Bermudez Susan M. Resnick L. Cutting Bennett A. Landman 74 251 0 28 Mar 2019
Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks Christopher Morris Martin Ritzert Matthias Fey William L. Hamilton J. E. Lenssen Gaurav Rattan Martin Grohe GNN 192 1,636 0 04 Oct 2018
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images Nanyang Wang Yinda Zhang Zhuwen Li Yanwei Fu Wen Liu Yu-Gang Jiang 3DV 113 1,330 0 05 Apr 2018
Road Extraction by Deep Residual U-Net Zhengxin Zhang Qingjie Liu Yunhong Wang SSeg 80 2,131 0 29 Nov 2017
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy Christian Wachinger M. Reuter T. Klein 3DV 352 332 0 27 Feb 2017
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015