DeepSeg: Deep Neural Network Framework for Automatic Brain Tumor Segmentation using Magnetic Resonance FLAIR Images

26 April 2020

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Papers citing "DeepSeg: Deep Neural Network Framework for Automatic Brain Tumor Segmentation using Magnetic Resonance FLAIR Images"

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Title
Multimodal Masked Autoencoder Pre-training for 3D MRI-Based Brain Tumor Analysis with Missing Modalities Lucas Robinet Ahmad Berjaoui Elizabeth Cohen-Jonathan Moyal 55 0 0 01 May 2025
Dynamic Importance in Diffusion U-Net for Enhanced Image Synthesis Xi Wang Ziqi He Yang Zhou 89 0 0 04 Apr 2025
SemiSAM+: Rethinking Semi-Supervised Medical Image Segmentation in the Era of Foundation Models Yichi Zhang Bohao Lv Le Xue Wenbo Zhang Yuchen Liu Yu Fu Yuan Cheng Yuan Qi VLM MedIm 70 0 0 28 Feb 2025
Improved Multi-Task Brain Tumour Segmentation with Synthetic Data Augmentation André Ferreira Tiago Jesus B. Puladi Jens Kleesiek Victor Alves Jan Egger 73 2 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 104 1 0 24 Oct 2024
VideoSAM: A Large Vision Foundation Model for High-Speed Video Segmentation Chika Maduabuchi Ericmoore Jossou Matteo Bucci 94 1 0 22 Oct 2024
How we won BraTS 2023 Adult Glioma challenge? Just faking it! Enhanced Synthetic Data Augmentation and Model Ensemble for brain tumour segmentation André Ferreira Naida Solak Jianning Li Philipp Dammann Jens Kleesiek Victor Alves Jan Egger 56 15 0 27 Feb 2024
Deepfake Image Generation for Improved Brain Tumor Segmentation Roaá Al-Emaryeen Sara Al-Nahhas Fatima Himour W. Mahafza Omar Sultan Al-Kadi MedIm 45 2 0 26 Jul 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 90 3 0 26 Jun 2023
Brain Tumor Segmentation from MRI Images using Deep Learning Techniques A. Gupta M. Dixit V. Mishra Attulya Singh Atul Dayal 133 8 0 29 Apr 2023
Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI Scans Jiayi Zhu Bart Bolsterlee Brian V. Y. Chow Yang Song Erik H. W. Meijering 81 5 0 09 Mar 2023
Multimodal CNN Networks for Brain Tumor Segmentation in MRI: A BraTS 2022 Challenge Solution Ramy A. Zeineldin Mohamed E. Karar Oliver Burgert Franziska Mathis-Ullrich 54 32 0 19 Dec 2022
Self-supervised iRegNet for the Registration of Longitudinal Brain MRI of Diffuse Glioma Patients Ramy A. Zeineldin Mohamed E. Karar Franziska Mathis-Ullrich Oliver Burgert 69 4 0 20 Nov 2022
Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images Yu Cai Hao Chen Xin Yang Yu Zhou Kwang-Ting Cheng 127 51 0 09 Oct 2022
Deep learning automates bidimensional and volumetric tumor burden measurement from MRI in pre- and post-operative glioblastoma patients J. Nalepa Krzysztof Kotowski B. Machura Szymon Adamski O. Bożek ... Marek Strzelczak Lukasz Zarudzki A. Krason F. Arcadu J. Tessier 56 18 0 03 Sep 2022
Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation Rushi Jiao Yichi Zhang Leiting Ding Rong Cai Jicong Zhang 135 171 0 28 Jul 2022
An Improved Deep Convolutional Neural Network by Using Hybrid Optimization Algorithms to Detect and Classify Brain Tumor Using Augmented MRI Images S. Qader B. Hassan Tarik A. Rashid 58 27 0 08 Jun 2022
Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI Ramy A. Zeineldin Mohamed E. Karar Franziska Mathis-Ullrich Oliver Burgert 33 9 0 13 Dec 2021
Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation Yichi Zhang Rushi Jiao Qingcheng Liao Dongyang Li Jicong Zhang 61 60 0 05 Dec 2021
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation Zhe Xu Yixin Wang Donghuan Lu Lequan Yu Jiangpeng Yan Jie Luo Kai Ma Yefeng Zheng Raymond Kai-Yu Tong 74 57 0 28 Sep 2021