Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks

10 May 2017

Guang Yang

Papers citing "Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks"

32 / 32 papers shown

Title
LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation Ngoc-Du Tran Thi-Thao Tran Quang-Huy Nguyen Manh-Hung Vu Van-Truong Pham MedIm ViT 41 1 0 04 Apr 2024
Medical Image Analysis using Deep Relational Learning Zhi-Hu Liu MedIm 17 0 0 28 Mar 2023
Brain Tumor Segmentation using Enhanced U-Net Model with Empirical Analysis Md Abdullah Al Nasim Abdullah Al Munem Maksuda Islam Md Aminul Haque Palash Md. Mahim Anjum Haque F. Shah 29 30 0 24 Oct 2022
Data Augmentation using Feature Generation for Volumetric Medical Images K. Mehra Hassan H. Soliman S. R. Sahoo OOD MedIm 28 0 0 28 Sep 2022
Region-Based Evidential Deep Learning to Quantify Uncertainty and Improve Robustness of Brain Tumor Segmentation Hao Li Yang Nan Javier Del Ser Guang Yang EDL OOD UQCV 14 39 0 11 Aug 2022
Distributed Contrastive Learning for Medical Image Segmentation Yawen Wu Dewen Zeng Zhepeng Wang Yiyu Shi Jingtong Hu FedML 52 48 0 07 Aug 2022
Soft-CP: A Credible and Effective Data Augmentation for Semantic Segmentation of Medical Lesions Pingping Dai Licong Dong Ruihan Zhang Haiming Zhu Jie Wu Kehong Yuan MedIm 27 4 0 20 Mar 2022
A Deep Learning Approach for Semantic Segmentation of Unbalanced Data in Electron Tomography of Catalytic Materials A. Genç L. Kovarik H. Fraser 37 15 0 18 Jan 2022
CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation Wei Dai B. Woo Siyu Liu Matthew Marques Craig B. Engstrom P. Greer Stuart Crozier Jason Dowling Shekhar S. Chandra 33 14 0 12 Sep 2021
Dilated Inception U-Net (DIU-Net) for Brain Tumor Segmentation D. Cahall Ghulam Rasool N. Bouaynaya Hassan M. Fathallah-Shaykh 32 6 0 15 Aug 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
Modality specific U-Net variants for biomedical image segmentation: A survey Narinder Singh Punn Sonali Agarwal SSeg 32 144 0 09 Jul 2021
Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation Kelei He Wen Ji Tao Zhou Zhuoyuan Li Jing Huo Xin Zhang Yang Gao Dinggang Shen Bing-Bin Zhang Junfeng Zhang OOD 17 7 0 17 May 2021
Instance segmentation of fallen trees in aerial color infrared imagery using active multi-contour evolution with fully convolutional network-based intensity priors P. Polewski Jacquelyn A. Shelton W. Yao M. Heurich 22 26 0 05 May 2021
Generative Adversarial Networks (GAN) Powered Fast Magnetic Resonance Imaging -- Mini Review, Comparison and Perspectives Guang Yang Jun Lv Yutong Chen Jiahao Huang Jin Zhu MedIm 26 9 0 04 May 2021
A Multi-task Contextual Atrous Residual Network for Brain Tumor Detection & Segmentation Ngan Le Kashu Yamazaki Dat T. Truong Kha Gia Quach Marios Savvides MedIm 28 18 0 03 Dec 2020
w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution Bo Wang Lei Wang Junyang Chen Zhenghua Xu Thomas Lukasiewicz Zhigang Fu 35 7 0 15 Nov 2020
Deeply-Supervised Density Regression for Automatic Cell Counting in Microscopy Images Shenghua He K. T. Minn L. Solnica-Krezel M. Anastasio Hua Li 24 59 0 07 Nov 2020
U-Net and its variants for medical image segmentation: theory and applications N. Siddique Sidike Paheding Colin P. Elkin Vijay Devabhaktuni SSeg 25 1,044 0 02 Nov 2020
Fully Automatic Intervertebral Disc Segmentation Using Multimodal 3D U-Net Chuanbo Wang Ye Guo Wei Chen Zeyun Yu 17 21 0 28 Sep 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng A. Nandi SSeg OOD 33 544 0 28 Sep 2020
TIDE: A General Toolbox for Identifying Object Detection Errors Daniel Bolya Sean Foley James Hays Judy Hoffman 49 190 0 18 Aug 2020
Unsupervised Lesion Detection via Image Restoration with a Normative Prior Xiaoran Chen Suhang You K. Tezcan E. Konukoglu MedIm 22 135 0 30 Apr 2020
Res3ATN -- Deep 3D Residual Attention Network for Hand Gesture Recognition in Videos Naina Dhingra A. Kunz 3DPC SLR 30 35 0 04 Jan 2020
FastSurfer -- A fast and accurate deep learning based neuroimaging pipeline Leonie Henschel Sailesh Conjeti Santiago Estrada K. Diers Bruce Fischl M. Reuter MedIm 28 387 0 09 Oct 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 33 751 0 27 Aug 2019
CU-Net: Cascaded U-Net with Loss Weighted Sampling for Brain Tumor Segmentation Hongying Liu Xiongjie Shen Fanhua Shang Fei Wang 28 43 0 17 Jul 2019
Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning Tailai Wen Roy Keyes AI4TS 39 125 0 31 May 2019
How Can We Make GAN Perform Better in Single Medical Image Super-Resolution? A Lesion Focused Multi-Scale Approach Jin Zhu Guang Yang Pietro Lio GAN MedIm 33 70 0 10 Jan 2019
A Volumetric Convolutional Neural Network for Brain Tumor Segmentation Ryan Sherman 27 4 0 27 Oct 2018
Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities Jose Dolz Ismail Ben Ayed Christian Desrosiers 15 100 0 16 Oct 2018
A Segmentation-aware Deep Fusion Network for Compressed Sensing MRI Zhiwen Fan Liyan Sun Xinghao Ding Yue Huang C. Cai John Paisley MedIm 30 27 0 04 Apr 2018