CarveMix: A Simple Data Augmentation Method for Brain Lesion
Segmentation

CarveMix: A Simple Data Augmentation Method for Brain Lesion Segmentation

16 August 2021

Xiaoliang Xiong

Papers citing "CarveMix: A Simple Data Augmentation Method for Brain Lesion Segmentation"

8 / 8 papers shown

Title
ARHNet: Adaptive Region Harmonization for Lesion-aware Augmentation to Improve Segmentation Performance Jiayu Huo Yang Liu Xiaoyun Ouyang Alejandro Granados Sebastien Ourselin Rachel Sparks 23 3 0 02 Jul 2023
One-Shot Segmentation of Novel White Matter Tracts via Extensive Data Augmentation Wan Liu Qi Lu Z. Zhuo Yaou Liu Chuyang Ye 19 7 0 13 Mar 2023
Brain Lesion Synthesis via Progressive Adversarial Variational Auto-Encoder Jiayu Huo V. Vakharia Chengyuan Wu A. Sharan A. Ko Sebastien Ourselin Rachel Sparks DRL 13 9 0 05 Aug 2022
Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain Images Berke Doga Basaran Mengyun Qiao Paul M. Matthews Wenjia Bai MedIm 22 9 0 03 Aug 2022
Brain-Aware Replacements for Supervised Contrastive Learning in Detection of Alzheimer's Disease Mehmet Saygin Seyfiouglu Zixuan Liu Pranav Kamath Sadjyot Gangolli Sheng Wang T. Grabowski Linda G. Shapiro MedIm 14 14 0 11 Jul 2022
Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation C. L. P. Chen C. Qin C. Ouyang Zeju Li Shuo Wang Huaqi Qiu Liang Chen G. Tarroni Wenjia Bai Daniel Rueckert GAN MedIm 54 40 0 07 Aug 2021
Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity Jang-Hyun Kim Wonho Choo Hosan Jeong Hyun Oh Song 197 176 0 05 Feb 2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Yin Cui A. Srinivas Rui Qian Tsung-Yi Lin E. D. Cubuk Quoc V. Le Barret Zoph ISeg 223 966 0 13 Dec 2020