A deep learning model integrating FCNNs and CRFs for brain tumor segmentation

15 February 2017

Papers citing "A deep learning model integrating FCNNs and CRFs for brain tumor segmentation"

33 / 33 papers shown

Title
DALSA: Domain Adaptation for Supervised Learning From Sparsely Annotated MR Images Michael Götz C. Weber F. Binczyk Joanna Polańska R. Tarnawski B. Bobek-Billewicz Ullrich Kothe Jens Kleesiek B. Stieltjes Klaus H. Maier-Hein 151 82 0 12 Mar 2024
Unveiling the frontiers of deep learning: innovations shaping diverse domains Shams Forruque Ahmed Md. Sakib Bin Alam Maliha Kabir Shaila Afrin Sabiha Jannat Rafa Aanushka Mehjabin Amir H. Gandomi AI4CE 42 2 0 06 Sep 2023
Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation Qingyue Wei Lequan Yu Xianhang Li Wei Shao Cihang Xie Lei Xing Yuyin Zhou 24 10 0 21 Jul 2023
H-DenseFormer: An Efficient Hybrid Densely Connected Transformer for Multimodal Tumor Segmentation Jun Shi Hongyu Kan Shulan Ruan Ziqi Zhu Minfan Zhao Liang Qiao Zhaohui Wang Hong An Xudong Xue ViT MedIm 18 6 0 04 Jul 2023
Medical Image Analysis using Deep Relational Learning Zhi-Hu Liu MedIm 17 0 0 28 Mar 2023
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 21 18 0 03 Sep 2022
A Transformer-based Generative Adversarial Network for Brain Tumor Segmentation Liqun Huang Long Chen Bai-wen Zhang S. Chai MedIm ViT 21 27 0 28 Jul 2022
Trichomonas Vaginalis Segmentation in Microscope Images Lin Li Jingyi Liu Shuo Wang Xun Wang Tian-Zhu Xiang 37 7 0 03 Jul 2022
Automated Precision Localization of Peripherally Inserted Central Catheter Tip through Model-Agnostic Multi-Stage Networks Subin Park Yoon Ki Cha Soyoung Park Kyungsu Kim M. Chung 19 1 0 14 Jun 2022
ME-Net: Multi-Encoder Net Framework for Brain Tumor Segmentation Wenbo Zhang Guang Yang He Huang Weiji Yang Xiaomei Xu Yongkai Liu Xiaobo Lai 31 101 0 21 Mar 2022
DC and SA: Robust and Efficient Hyperparameter Optimization of Multi-subnetwork Deep Learning Models A. Treacher A. Montillo 21 0 0 24 Feb 2022
A Tri-attention Fusion Guided Multi-modal Segmentation Network Tongxue Zhou S. Ruan P. Vera S. Canu MedIm 35 45 0 02 Nov 2021
3D AGSE-VNet: An Automatic Brain Tumor MRI Data Segmentation Framework Xi Guan Guang Yang Jianming Ye Weiji Yang Xiaomei Xu Weiwei Jiang Xiaobo Lai 15 113 0 26 Jul 2021
Artificial Intelligence in Tumor Subregion Analysis Based on Medical Imaging: A Review Mingquan Lin Jacob F. Wynne Y. Lei Tonghe Wang W. Curran Tian Liu Xiaofeng Yang 35 24 0 25 Mar 2021
Deep and Statistical Learning in Biomedical Imaging: State of the Art in 3D MRI Brain Tumor Segmentation K. R. M. Fernando Cris P Tsokos 31 53 0 09 Mar 2021
A survey on shape-constraint deep learning for medical image segmentation Simon Bohlender Ilkay Oksuz Anirban Mukhopadhyay 3DV 36 34 0 19 Jan 2021
HIVE-Net: Centerline-Aware HIerarchical View-Ensemble Convolutional Network for Mitochondria Segmentation in EM Images Zhimin Yuan Xiaofeng Ma Jiajin Yi Zhengrong Luo Jialin Peng 21 23 0 08 Jan 2021
A Multi-View Dynamic Fusion Framework: How to Improve the Multimodal Brain Tumor Segmentation from Multi-Views? Yi Ding Wei Zheng Guozheng Wu Ji Geng Mingsheng Cao Zhiguang Qin 22 1 0 21 Dec 2020
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? Jun Ma Yao Zhang Song Gu Cheng Zhu Cheng Ge ... Shangqing Liu Yunpeng Wang Yuhui Li Jian He Xiaoping Yang SSeg OOD 26 326 0 28 Oct 2020
Fast meningioma segmentation in T1-weighted MRI volumes using a lightweight 3D deep learning architecture D. Bouget André Pedersen Sayied Abdol Mohieb Hosainey J. Vanel O. Solheim Ingerid Reinertsen 27 15 0 14 Oct 2020
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 24 228 0 18 Jul 2020
A review: Deep learning for medical image segmentation using multi-modality fusion Tongxue Zhou S. Ruan S. Canu 24 504 0 22 Apr 2020
Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors J. Nalepa P. R. Lorenzo Michal Marcinkiewicz B. Bobek-Billewicz P. Wawrzyniak ... M. Kawulok Wojciech Dudzik Grzegorz Mrukwa Pawel Ulrych M. P. Hayball 24 47 0 18 Jul 2019
A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging F. Gao H. Yoon Teresa Wu Xianghua Chu 22 84 0 05 Jun 2019
Semi-Supervised Brain Lesion Segmentation with an Adapted Mean Teacher Model Wenhui Cui Yanling Liu Yuxing Li Meng-Hao Guo Yiming Li Xiuli Li Tianle Wang Xiangzhu Zeng Chuyang Ye 26 174 0 04 Mar 2019
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions F. Altaf Syed Mohammed Shamsul Islam Naveed Akhtar N. Janjua OOD 29 200 0 15 Feb 2019
Fully-automatic segmentation of kidneys in clinical ultrasound images using a boundary distance regression network Shi Yin Zhengqiang Zhang Hongming Li Qinmu Peng Xinge You S. Furth Gregory E. Tasian Yong-Xian Fan 19 24 0 05 Jan 2019
Automatic kidney segmentation in ultrasound images using subsequent boundary distance regression and pixelwise classification networks Shi Yin Qinmu Peng Hongming Li Zhengqiang Zhang Xinge You S. Furth Gregory E. Tasian Yong-Xian Fan 19 93 0 12 Nov 2018
A Volumetric Convolutional Neural Network for Brain Tumor Segmentation Ryan Sherman 27 4 0 27 Oct 2018
Multi-Institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation Micah J. Sheller G. A. Reina Brandon Edwards Jason Martin Spyridon Bakas FedML 24 457 0 10 Oct 2018
Adaptive feature recombination and recalibration for semantic segmentation: application to brain tumor segmentation in MRI Sérgio Pereira Victor Alves Carlos Alberto Silva 25 46 0 06 Jun 2018
Learning Data Augmentation for Brain Tumor Segmentation with Coarse-to-Fine Generative Adversarial Networks Tony C. W. Mok Albert C. S. Chung GAN MedIm 24 89 0 29 May 2018
Towards Automatic 3D Shape Instantiation for Deployed Stent Grafts: 2D Multiple-class and Class-imbalance Marker Segmentation with Equally-weighted Focal U-Net Xiao-Yun Zhou Su-Lin Lee Guang-Zhong Yang 3DPC 29 34 0 04 Nov 2017