Latent Correlation Representation Learning for Brain Tumor Segmentation with Missing MRI Modalities

13 April 2021

Papers citing "Latent Correlation Representation Learning for Brain Tumor Segmentation with Missing MRI Modalities"

32 / 32 papers shown

Title
UPMAD-Net: A Brain Tumor Segmentation Network with Uncertainty Guidance and Adaptive Multimodal Feature Fusion Zhanyuan Jia Ni Yao Danyang Sun Chuang Han Yanting Li Jiaofen Nan Fubao Zhu Chen Zhao Weihua Zhou 27 0 0 06 May 2025
MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training Chengyin Li Hui Zhu Rafi Ibn Sultan H. Bagher-Ebadian Prashant Khanduri Chetty Indrin Kundan Thind Dongxiao Zhu MedIm 80 1 0 23 Nov 2024
Anatomical Consistency Distillation and Inconsistency Synthesis for Brain Tumor Segmentation with Missing Modalities Zheyu Zhang Xinzhao Liu Zheng Chen Yueyi Zhang Huanjing Yue Yunwei Ou Xiaoyan Sun 41 0 0 25 Aug 2024
Multimodal Data Integration for Precision Oncology: Challenges and Future Directions Huajun Zhou Fengtao Zhou Chenyu Zhao Yingxue Xu Luyang Luo Hao Chen 32 5 0 28 Jun 2024
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities Felix Wagner Wentian Xu Pramit Saha Ziyun Liang Daniel Whitehouse David Menon Virginia Newcombe Natalie Voets J. A. Noble Konstantinos Kamnitsas 43 4 0 17 Jun 2024
3D MRI Synthesis with Slice-Based Latent Diffusion Models: Improving Tumor Segmentation Tasks in Data-Scarce Regimes Aghiles Kebaili J. Lapuyade-Lahorgue Pierre Vera S. Ruan MedIm 31 3 0 08 Jun 2024
Machine Learning Techniques for MRI Data Processing at Expanding Scale Taro Langner 29 0 0 22 Apr 2024
A Multimodal Feature Distillation with CNN-Transformer Network for Brain Tumor Segmentation with Incomplete Modalities Ming Kang F. F. Ting Raphaël C.-W. Phan Zongyuan Ge Chee-Ming Ting 48 2 0 22 Apr 2024
Unsupervised Tumor-Aware Distillation for Multi-Modal Brain Image Translation Chuan Huang Jia Wei Rui Li MedIm 39 0 0 29 Mar 2024
Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights Moein Heidari Reza Azad Sina Ghorbani Kolahi René Arimond Leon Niggemeier ... Afshin Bozorgpour Ehsan Khodapanah Aghdam A. Kazerouni I. Hacihaliloglu Dorit Merhof 48 7 0 28 Mar 2024
Federated Modality-specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation Qian Dai Dong Wei Hong Liu Jinghan Sun Liansheng Wang Yefeng Zheng 21 2 0 18 Mar 2024
Gradient-Guided Modality Decoupling for Missing-Modality Robustness Hao Wang Shengda Luo Guosheng Hu Jianguo Zhang 21 3 0 26 Feb 2024
Prototype-Driven and Multi-Expert Integrated Multi-Modal MR Brain Tumor Image Segmentation Yafei Zhang Zhiyuan Li Huafeng Li Dapeng Tao 21 1 0 22 Jul 2023
Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography Yidong Gu Yoshito Otake Keisuke Uemura Mazen Soufi Masaki Takao Hugues Talbot S. Okada Nobuhiko Sugano Yoshinobu Sato OOD 16 10 0 21 Jul 2023
Multi-task Collaborative Pre-training and Individual-adaptive-tokens Fine-tuning: A Unified Framework for Brain Representation Learning Ning Jiang Gongshu Wang Tianyi Yan CLL 22 0 0 20 Jun 2023
Unified Multi-Modal Image Synthesis for Missing Modality Imputation Yue Zhang Chengtao Peng Qiuli Wang Dan Song Kaiyan Li S. Kevin Zhou MedIm 47 21 0 11 Apr 2023
Prototype Knowledge Distillation for Medical Segmentation with Missing Modality Shuai Wang Zipei Yan Daoan Zhang Haining Wei Zhong Li Ruizhen Li 16 35 0 17 Mar 2023
TKN: Transformer-based Keypoint Prediction Network For Real-time Video Prediction Haoran Li Pengyuan Zhou Yi-Wen Lin Y. Hao Haiyong Xie Yong Liao ViT AI4TS 13 1 0 17 Mar 2023
M3AE: Multimodal Representation Learning for Brain Tumor Segmentation with Missing Modalities Hong Liu Dong Wei Donghuan Lu J. Sun Liansheng Wang Yefeng Zheng 22 39 0 09 Mar 2023
Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation Aishik Konwer Xiaoling Hu Joseph Bae Xuanang Xu Chaoyu Chen Prateek Prasanna 29 16 0 08 Feb 2023
Adaptive PromptNet For Auxiliary Glioma Diagnosis without Contrast-Enhanced MRI Yeqi Wang Weijian Huang Cheng Li Xiawu Zheng Yusong Lin Shanshan Wang MedIm 16 1 0 15 Nov 2022
ISA-Net: Improved spatial attention network for PET-CT tumor segmentation Zhengyong Huang Sijuan Zou Guoshuai Wang Zixiang Chen Hao Shen ... Haining Wang Dong Liang Tianye Niu Xiaohua Zhu Zhanli Hu 39 7 0 04 Nov 2022
Learning Multi-Modal Brain Tumor Segmentation from Privileged Semi-Paired MRI Images with Curriculum Disentanglement Learning Ze Liu Jia Wei Rui Li 18 0 0 26 Aug 2022
SFusion: Self-attention based N-to-One Multimodal Fusion Block Ze Liu Jia Wei Rui Li Jianlong Zhou ViT 16 14 0 26 Aug 2022
A Performance-Consistent and Computation-Efficient CNN System for High-Quality Automated Brain Tumor Segmentation Juncheng Tong Chunyan Wang 15 1 0 02 May 2022
SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities Reza Azad Nika Khosravi Dorit Merhof 11 54 0 06 Apr 2022
A Quantitative Comparison between Shannon and Tsallis Havrda Charvat Entropies Applied to Cancer Outcome Prediction Thibaud Brochet J. Lapuyade-Lahorgue P. Vera S. Ruan 13 10 0 22 Mar 2022
DS3-Net: Difficulty-perceived Common-to-T1ce Semi-Supervised Multimodal MRI Synthesis Network Ziqi Huang Li Lin Pujin Cheng Kai Pan Xiaoying Tang DiffM MedIm 29 9 0 14 Mar 2022
Medical Image Segmentation on MRI Images with Missing Modalities: A Review Reza Azad Nika Khosravi Mohammad Dehghanmanshadi Julien Cohen-Adad Dorit Merhof 29 38 0 11 Mar 2022
Multi-modal Brain Tumor Segmentation via Missing Modality Synthesis and Modality-level Attention Fusion Ziqi Huang Li Lin Pujin Cheng Linkai Peng Xiaoying Tang MedIm 21 10 0 09 Mar 2022
Feature-enhanced Generation and Multi-modality Fusion based Deep Neural Network for Brain Tumor Segmentation with Missing MR Modalities Tongxue Zhou S. Canu P. Vera S. Ruan MedIm 38 42 0 08 Nov 2021
Deep Learning Based Brain Tumor Segmentation: A Survey Zhihua Liu Lei Tong Zheheng Jiang Long Chen Feixiang Zhou Qianni Zhang Xiangrong Zhang Ling Li Huiyu Zhou 3DV 24 227 0 18 Jul 2020