Deep convolutional neural networks for brain image analysis on magnetic
resonance imaging: a review

Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review

11 December 2017

Kaisar Kushibar

Daniel S. Asfaw

Papers citing "Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review"

13 / 13 papers shown

Title
Multimodal and multicontrast image fusion via deep generative models Giovanna Maria Dimitri Simeon E. Spasov A. Duggento L. Passamonti Pietro Lio' N. Toschi MedIm 13 27 0 28 Mar 2023
Clipped DeepControl: deep neural network two-dimensional pulse design with an amplitude constraint layer M. Vinding T. Lund 12 1 0 21 Jan 2022
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 32 2 0 04 Jan 2021
Influence of segmentation accuracy in structural MR head scans on electric field computation for TMS and tES E. Rashed J. Gómez-Tames A. Hirata 15 10 0 25 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 34 79 0 17 Sep 2020
Bayesian convolutional neural network based MRI brain extraction on nonhuman primates Gengyan Zhao Fang Liu J. Oler M. Meyerand N. Kalin R. Birn 23 63 0 18 May 2020
Classification of Neurodevelopmental Age in Normal Infants Using 3D-CNN based on Brain MRI M. Shabanian E. Eckstein Hao Chen J. DeVincenzo 19 11 0 27 Oct 2019
A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI images Yunzhe Xue F. Farhat Olga Boukrina A. Barrett J. Binder Usman Roshan William W. Graves MedIm 13 64 0 26 May 2019
Convolutional Neural Networks for Classification of Alzheimer's Disease: Overview and Reproducible Evaluation Junhao Wen Elina Thibeau-Sutre Mauricio Diaz-Melo J. Samper-González A. Routier Simona Bottani Didier Dormont S. Durrleman Ninon Burgos O. Colliot 14 506 0 16 Apr 2019
A Domain Guided CNN Architecture for Predicting Age from Structural Brain Images Pascal Sturmfels S. Rutherford Mike Angstadt Mark Peterson Chandra S. Sripada Jenna Wiens MedIm 19 23 0 11 Aug 2018
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy Christian Wachinger M. Reuter T. Klein 3DV 40 330 0 27 Feb 2017
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 295 10,618 0 19 Feb 2017
Hough-CNN: Deep Learning for Segmentation of Deep Brain Regions in MRI and Ultrasound Fausto Milletari Seyed-Ahmad Ahmadi Christine Kroll A. Plate Verena E. Rozanski ... J. Levin O. Dietrich B. Ertl-Wagner K. Boetzel Nassir Navab 200 363 0 26 Jan 2016