Sub-cortical brain structure segmentation using F-CNN's

Sub-cortical brain structure segmentation using F-CNN's

5 February 2016

Stavros Tsogkas

Samuel Kadoury

Iasonas Kokkinos

Papers citing "Sub-cortical brain structure segmentation using F-CNN's"

14 / 14 papers shown

Title
An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works A. Shoeibi Parisa Moridian Marjane Khodatars Navid Ghassemi M. Jafari ... Juan M Gorriz Javier Ramírez Abbas Khosravi S. Nahavandi U. Acharya 28 49 0 29 May 2021
Deep and Statistical Learning in Biomedical Imaging: State of the Art in 3D MRI Brain Tumor Segmentation K. R. M. Fernando Cris P Tsokos 38 53 0 09 Mar 2021
A survey on shape-constraint deep learning for medical image segmentation Simon Bohlender Ilkay Oksuz Anirban Mukhopadhyay 3DV 38 34 0 19 Jan 2021
Unsupervised Domain Adaptation via CycleGAN for White Matter Hyperintensity Segmentation in Multicenter MR Images Julian Alberto Palladino D. Slezak Enzo Ferrante OOD MedIm 29 27 0 10 Sep 2020
Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising Autoencoders Agostina J. Larrazabal Cesar E. Martínez Ben Glocker Enzo Ferrante 29 65 0 24 Jun 2020
Automated Thalamic Nuclei Segmentation Using Multi-Planar Cascaded Convolutional Neural Networks Mohammed S. Majdi M. Keerthivasan B. Rutt N. Zahr Jeffrey J. Rodríguez M. Saranathan 27 0 0 16 Dec 2019
Anatomical Priors for Image Segmentation via Post-Processing with Denoising Autoencoders Agostina J. Larrazabal Cesar E. Martínez Enzo Ferrante 21 44 0 05 Jun 2019
Joint Learning of Brain Lesion and Anatomy Segmentation from Heterogeneous Datasets Nicolas Roulet D. Slezak Enzo Ferrante 9 11 0 08 Mar 2019
RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans Qiangguo Jin Zhao-Peng Meng Changming Sun Leyi Wei R. Su MedIm 29 354 0 04 Nov 2018
Weakly-Supervised Learning of Metric Aggregations for Deformable Image Registration Enzo Ferrante P. Dokania Rafael Marini Silva Nikos Paragios 19 22 0 24 Sep 2018
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 349 10,639 0 19 Feb 2017
3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study J. Dolz Christian Desrosiers Ismail Ben Ayed 3DV 32 364 0 12 Dec 2016
Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities Mohsen Ghafoorian N. Karssemeijer Tom Heskes I. V. Uden C. I. Sánchez G. Litjens F.‐E. Leeuw Bram van Ginneken E. Marchiori B. Platel SSeg 23 236 0 16 Oct 2016
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 189 2,946 0 15 Dec 2014