Adversarial training and dilated convolutions for brain MRI segmentation

Adversarial training and dilated convolutions for brain MRI segmentation

11 July 2017

Maxime W. Lafarge

Papers citing "Adversarial training and dilated convolutions for brain MRI segmentation"

16 / 16 papers shown

Title
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 35 50 0 13 Feb 2023
Interactive Medical Image Segmentation with Self-Adaptive Confidence Calibration Wenhao Li Qisen Xu Chuyun Shen Bin Hu Fengping Zhu Yuxin Li Bo Jin Xiangfeng Wang 30 5 0 15 Nov 2021
Towards Robust Partially Supervised Multi-Structure Medical Image Segmentation on Small-Scale Data Nanqing Dong Michael C. Kampffmeyer Xiaodan Liang Min Xu Irina Voiculescu Eric P. Xing 17 18 0 28 Nov 2020
Segmentation of Lungs in Chest X-Ray Image Using Generative Adversarial Networks Faizan Munawar Shoaib Azmat Talha Iqbal C. Grönlund Hazrat Ali GAN MedIm 21 61 0 12 Sep 2020
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 36 667 0 16 Oct 2019
Brain MRI Tumor Segmentation with Adversarial Networks E. Giacomello Daniele Loiacono L. Mainardi GAN MedIm 21 6 0 07 Oct 2019
Missing MRI Pulse Sequence Synthesis using Multi-Modal Generative Adversarial Network Anmol Sharma Ghassan Hamarneh MedIm GAN 29 169 0 27 Apr 2019
Towards annotation-efficient segmentation via image-to-image translation Eugene Vorontsov Pavlo Molchanov Christopher Beckham Jan Kautz Samuel Kadoury MedIm 15 13 0 02 Apr 2019
Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation Adrian V. Dalca John Guttag M. Sabuncu MedIm SSeg 30 146 0 07 Mar 2019
SUSAN: Segment Unannotated image Structure using Adversarial Network Fang Liu GAN MedIm 42 56 0 03 Dec 2018
Conditional Generative Refinement Adversarial Networks for Unbalanced Medical Image Semantic Segmentation Mina Rezaei Haojin Yang Christoph Meinel GAN SSeg MedIm 22 21 0 09 Oct 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 31 1,370 0 19 Sep 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 18 408 0 13 Sep 2018
Leveraging Uncertainty Estimates for Predicting Segmentation Quality Terrance Devries Graham W. Taylor UQCV 18 114 0 02 Jul 2018
EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection Mohsen Ghafoorian C. Nugteren N. Baka O. Booij M. Hofmann GAN 13 198 0 14 Jun 2018
Deep Multi-scale Location-aware 3D Convolutional Neural Networks for Automated Detection of Lacunes of Presumed Vascular Origin Mohsen Ghafoorian N. Karssemeijer Tom Heskes M. Bergkamp Joost Wissink ... K. Keizer F.‐E. Leeuw Bram van Ginneken E. Marchiori B. Platel MedIm 212 123 0 24 Oct 2016