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"

9 / 9 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 32 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 26 7 0 13 Mar 2023
Augmenting Medical Imaging: A Comprehensive Catalogue of 65 Techniques for Enhanced Data Analysis M. Cossio 8 13 0 02 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 25 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 32 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 44 14 0 11 Jul 2022
Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation Chia-Ju Chen C. Qin Cheng Ouyang Zeju Li Shuo Wang Huaqi Qiu Liang Chen G. Tarroni Wenjia Bai Daniel Rueckert GAN MedIm 62 40 0 07 Aug 2021
Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity Jang-Hyun Kim Wonho Choo Hosan Jeong Hyun Oh Song 205 176 0 05 Feb 2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Huayu Chen A. Srinivas Rui Qian Nayeon Lee E. D. Cubuk Quoc V. Le Barret Zoph ISeg 252 969 0 13 Dec 2020