How we won BraTS 2023 Adult Glioma challenge? Just faking it! Enhanced
Synthetic Data Augmentation and Model Ensemble for brain tumour segmentation

How we won BraTS 2023 Adult Glioma challenge? Just faking it! Enhanced Synthetic Data Augmentation and Model Ensemble for brain tumour segmentation

27 February 2024

André Ferreira

Philipp Dammann

Papers citing "How we won BraTS 2023 Adult Glioma challenge? Just faking it! Enhanced Synthetic Data Augmentation and Model Ensemble for brain tumour segmentation"

9 / 9 papers shown

Title
GBT-SAM: Adapting a Foundational Deep Learning Model for Generalizable Brain Tumor Segmentation via Efficient Integration of Multi-Parametric MRI Data Cecilia Diana-Albelda Roberto Alcover-Couso Álvaro García-Martín Jesús Bescós Marcos Escudero-Viñolo 42 1 0 06 Mar 2025
An Ensemble Approach for Brain Tumor Segmentation and Synthesis Juampablo Heras Rivera Agamdeep Chopra Tianyi Ren Hitender Oswal Yutong Pan ... Akshay Jaikanth Pavan Kancharla Jacob Ruzevick Daniela Ushizima Mehmet Kurt 74 1 0 26 Nov 2024
Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics Sarim Hashmi Juan Lugo Abdelrahman Elsayed Dinesh Saggurthi Mohammed Elseiagy Alikhan Nurkamal Jaskaran Walia F. Maani Mohammad Yaqub 176 1 0 24 Nov 2024
Improved Multi-Task Brain Tumour Segmentation with Synthetic Data Augmentation André Ferreira Tiago Jesus B. Puladi Jens Kleesiek Victor Alves Jan Egger 34 1 0 07 Nov 2024
Brain Tumour Removing and Missing Modality Generation using 3D WDM André Ferreira Gijs Luijten B. Puladi Jens Kleesiek Victor Alves Jan Egger 26 0 0 07 Nov 2024
Transferring Knowledge from High-Quality to Low-Quality MRI for Adult Glioma Diagnosis Yanguang Zhao Long Bai Zhaoxi Zhang Yanan Wu Mobarakol Islam Hongliang Ren 24 0 0 24 Oct 2024
Effective Segmentation of Post-Treatment Gliomas Using Simple Approaches: Artificial Sequence Generation and Ensemble Models Heejong Kim Léo Milecki Mina C Moghadam Fengbei Liu Minh Le Nguyen Eric Qiu Abhishek Thanki Mert R Sabuncu 35 0 0 12 Sep 2024
3D U-KAN Implementation for Multi-modal MRI Brain Tumor Segmentation Tianze Tang Yanbing Chen Hai Shu 3DPC 25 10 0 01 Aug 2024
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 294 75,800 0 18 May 2015