QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of Neuroanatomy

12 January 2018

Nassir Navab

Papers citing "QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of Neuroanatomy"

21 / 21 papers shown

Title
Automated computed tomography and magnetic resonance imaging segmentation using deep learning: a beginner's guide Diedre Carmo G. Pinheiro Lívia Rodrigues Thays Abreu R. Lotufo Letícia Rittner OOD 40 4 0 12 Apr 2023
CorticalFlow: A Diffeomorphic Mesh Deformation Module for Cortical Surface Reconstruction Leo Lebrat Rodrigo Santa Cruz Frédéric de Gournay Darren Fu Pierrick Bourgeat Jurgen Fripp Clinton Fookes Olivier Salvado 3DH 25 5 0 06 Jun 2022
DeeptDCS: Deep Learning-Based Estimation of Currents Induced During Transcranial Direct Current Stimulation Xiaofan Jia S. B. Sayed N. Hasan Luis J. Gomez G. Huang A. Yucel 16 4 0 04 May 2022
CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs Qiang Ma Liu Li E. C. Robinson Bernhard Kainz Daniel Rueckert A. Alansary MedIm 27 31 0 16 Feb 2022
Whole Brain Segmentation with Full Volume Neural Network Yeshu Li Jianwei Cui Yilun Sheng Xiao Liang Jingdong Wang E. Chang Yan Xu 32 11 0 29 Oct 2021
Tracked 3D Ultrasound and Deep Neural Network-based Thyroid Segmentation reduce Interobserver Variability in Thyroid Volumetry M. Krönke Christine Eilers D. Dimova Melanie Köhler G. Buschner ... Marcus R. Makowski J. Nagarajah Nassir Navab W. Weber T. Wendler 9 30 0 10 Aug 2021
Challenges for machine learning in clinical translation of big data imaging studies Nicola K. Dinsdale Emma Bluemke V. Sundaresan M. Jenkinson Stephen Smith Ana I. L. Namburete AI4CE 32 41 0 07 Jul 2021
Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast Juan Eugenio Iglesias Benjamin Billot Yael Balbastre A. Tabari J. Conklin Daniel C. Alexander Polina Golland B. Edlow Bruce Fischl 42 100 0 24 Dec 2020
ivadomed: A Medical Imaging Deep Learning Toolbox C. Gros A. Lemay Olivier Vincent Lucas Rouhier Anthime Bucquet Joseph Paul Cohen Julien Cohen-Adad LM&MA MedIm 21 15 0 20 Oct 2020
A Learning Strategy for Contrast-agnostic MRI Segmentation Benjamin Billot Douglas N. Greve Koen van Leemput Bruce Fischl Juan Eugenio Iglesias Adrian V. Dalca 15 76 0 04 Mar 2020
Recalibrating 3D ConvNets with Project & Excite Anne-Marie Rickmann Abhijit Guha Roy Ignacio Sarasua Christian Wachinger 3DPC 21 17 0 25 Feb 2020
Hippocampus Segmentation on Epilepsy and Alzheimer's Disease Studies with Multiple Convolutional Neural Networks Diedre Carmo Bruna Silva C. Yasuda Letícia Rittner R. Lotufo 25 45 0 14 Jan 2020
FastSurfer -- A fast and accurate deep learning based neuroimaging pipeline Leonie Henschel Sailesh Conjeti Santiago Estrada K. Diers Bruce Fischl M. Reuter MedIm 28 384 0 09 Oct 2019
Transfer Learning from Partial Annotations for Whole Brain Segmentation Chengliang Dai Yuanhan Mo Elsa D. Angelini Yike Guo Wenjia Bai MedIm 18 18 0 28 Aug 2019
`Project & Excite' Modules for Segmentation of Volumetric Medical Scans Anne-Marie Rickmann Abhijit Guha Roy Ignacio Sarasua Nassir Navab Christian Wachinger 3DPC 26 37 0 11 Jun 2019
Fast Infant MRI Skullstripping with Multiview 2D Convolutional Neural Networks Amod Jog P. E. Grant J. Jacobson A. Kouwe E. Meintjes Bruce Fischl Lilla Zöllei 30 6 0 27 Apr 2019
FatSegNet : A Fully Automated Deep Learning Pipeline for Adipose Tissue Segmentation on Abdominal Dixon MRI Santiago Estrada Ran Lu Sailesh Conjeti Ximena Orozco-Ruiz Joana Panos-Willuhn M. Breteler M. Reuter MedIm 13 72 0 03 Apr 2019
Joint inference on structural and diffusion MRI for sequence-adaptive Bayesian segmentation of thalamic nuclei with probabilistic atlases Juan Eugenio Iglesias Koen van Leemput Polina Golland A. Yendiki MedIm 16 9 0 11 Mar 2019
'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images Abhijit Guha Roy Shayan Siddiqui Sebastian Polsterl Nassir Navab Christian Wachinger 28 181 0 04 Feb 2019
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy Christian Wachinger M. Reuter T. Klein 3DV 40 330 0 27 Feb 2017
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 183 2,946 0 15 Dec 2014