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Brain Tumor Segmentation with Deep Neural Networks

13 May 2015

Aaron Courville

Papers citing "Brain Tumor Segmentation with Deep Neural Networks"

50 / 359 papers shown

Title
Generation of Multimodal Justification Using Visual Word Constraint Model for Explainable Computer-Aided Diagnosis Hyebin Lee S. T. Kim Yong Man Ro MedIm 123 44 0 10 Jun 2019
Association of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithm Mateusz Buda Ashirbani Saha Maciej A. Mazurowski 174 301 0 09 Jun 2019
Learning Shape Representation on Sparse Point Clouds for Volumetric Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019 F. Balsiger Yannick Soom Olivier Scheidegger M. Reyes 3DPC 104 19 0 05 Jun 2019
A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical ImagingExpert systems with applications (ESWA), 2019 F. Gao H. Yoon Teresa Wu Xianghua Chu 151 95 0 05 Jun 2019
One-pass Multi-task Networks with Cross-task Guided Attention for Brain Tumor SegmentationIEEE Transactions on Image Processing (TIP), 2019 Chenhong Zhou Changxing Ding Xinchao Wang Zhentai Lu Dacheng Tao 171 191 0 05 Jun 2019
BAYHENN: Combining Bayesian Deep Learning and Homomorphic Encryption for Secure DNN InferenceInternational Joint Conference on Artificial Intelligence (IJCAI), 2019 Peichen Xie Bingzhe Wu Guangyu Sun BDL FedML 117 35 0 03 Jun 2019
Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor DetectionIEEE Access (IEEE Access), 2019 Changhee Han L. Rundo Ryosuke Araki Yudai Nagano Yujiro Furukawa G. Mauri Hideki Nakayama Hideaki Hayashi MedIm 175 180 0 31 May 2019
A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI images Yunzhe Xue F. Farhat Olga Boukrina A. Barrett J. Binder Usman Roshan William W. Graves MedIm 152 68 0 26 May 2019
Dual-branch residual network for lung nodule segmentationApplied Soft Computing (Appl Soft Comput), 2019 Haichao Cao Hong Liu E. Song C. Hung Guangzhi Ma Xiangyang Xu Renchao Jin Jianguo Lu 105 123 0 21 May 2019
A Survey on Deep Learning-based Non-Invasive Brain Signals:Recent Advances and New Frontiers Xiang Zhang Lina Yao Xianzhi Wang Jessica J. M. Monaghan David Mcalpine Yu Zhang 3DV 260 144 0 10 May 2019
POBA-GA: Perturbation Optimized Black-Box Adversarial Attacks via Genetic AlgorithmComputers & security (Comput. Secur.), 2019 Jinyin Chen Mengmeng Su Shijing Shen Hui Xiong Haibin Zheng AAML 189 71 0 01 May 2019
Missing MRI Pulse Sequence Synthesis using Multi-Modal Generative Adversarial NetworkIEEE Transactions on Medical Imaging (TMI), 2019 Anmol Sharma Ghassan Hamarneh MedIm GAN 307 223 0 27 Apr 2019
USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets L. Rundo Changhee Han Yudai Nagano Jin Zhang Ryuichiro Hataya ... M. Gilardi Salvatore Vitabile G. Mauri Hideki Nakayama P. Cazzaniga 177 254 0 17 Apr 2019
Brain Tumor Segmentation on MRI with Missing Modalities Yan Shen Mingchen Gao 152 94 0 15 Apr 2019
Label Super Resolution with Inter-Instance Loss Maozheng Zhao L. Hou H. Le Dimitris Samaras Nebojsa Jojic ... Tahsin M. Kurc Rajarsi R. Gupta Kolya Malkin S. Kenneth Joel H. Saltz SupR 129 1 0 09 Apr 2019
3D Dilated Multi-Fiber Network for Real-time Brain Tumor Segmentation in MRI Chen Chen Xiaopeng Liu Meng Ding Junfeng Zheng Jiangyun Li MedIm 268 162 0 06 Apr 2019
Radiotherapy Target Contouring with Convolutional Gated Graph Neural Network Chun-Hung Chao Y. Cheng Hsien-Tzu Cheng Chi-Wen Huang T. Ho C. Tseng Le Lu Min Sun MedIm 81 4 0 05 Apr 2019
Thickened 2D Networks for Efficient 3D Medical Image Segmentation Qihang Yu Yingda Xia Lingxi Xie Elliot K. Fishman Alan Yuille 3DPC MedIm 173 30 0 02 Apr 2019
Brain Tissue Segmentation Using NeuroNet With Different Pre-processing Techniques F. I. Tushar Basel Alyafi Md. Kamrul Hasan Lavsen Dahal 105 11 0 29 Mar 2019
Infinite Brain MR Images: PGGAN-based Data Augmentation for Tumor Detection Changhee Han L. Rundo Ryosuke Araki Yujiro Furukawa G. Mauri Hideki Nakayama Hideaki Hayashi MedIm 149 96 0 29 Mar 2019
Radiological images and machine learning: trends, perspectives, and prospects Zhenwei Zhang E. Sejdić LM&MA MedIm AI4CE 112 180 0 27 Mar 2019
Deep Radiomics for Brain Tumor Detection and Classification from Multi-Sequence MRI Subhashis Banerjee Sushmita Mitra F. Masulli S. Rovetta MedIm 79 50 0 21 Mar 2019
Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation Adrian Dalca John Guttag M. Sabuncu MedIm SSeg 163 155 0 07 Mar 2019
Semi-Supervised Brain Lesion Segmentation with an Adapted Mean Teacher ModelInformation Processing in Medical Imaging (IPMI), 2019 Wenhui Cui Yanling Liu Yuxing Li Meng-Hao Guo Yiming Li Xiuli Li Tianle Wang Xiangzhu Zeng Chuyang Ye 248 199 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 151 228 0 15 Feb 2019
Colorectal Cancer Outcome Prediction from H&E Whole Slide Images using Machine Learning and Automatically Inferred Phenotype Profiles Xingzhi Yue Neofytos Dimitriou Ognjen Arandjelovic 131 42 0 10 Feb 2019
Automated brain extraction of multi-sequence MRI using artificial neural networksHuman Brain Mapping (HBM), 2019 Hyunjin Park Marianne Schell I. Tursunova G. Brugnara D. Bonekamp ... S. Heiland Wolfgang Wick Martin Bendszus Klaus Hermann Maier-Hein Philipp Kickingereder 169 583 0 31 Jan 2019
Soft labeling by Distilling Anatomical knowledge for Improved MS Lesion Segmentation Eytan Kats Jacob Goldberger H. Greenspan 120 50 0 26 Jan 2019
Multiple Sclerosis Lesion Synthesis in MRI using an encoder-decoder U-NET Mostafa Salem Sergi Valverde Mariano Cabezas D. Pareto A. Oliver J. Salvi À. Rovira Xavier Llado MedIm 92 67 0 17 Jan 2019
Brain segmentation based on multi-atlas guided 3D fully convolutional network ensembles Jiong Wu Xiaoying Tang 162 37 0 05 Jan 2019
Cascaded V-Net using ROI masks for brain tumor segmentation Adrià Casamitjana Hugo J. Kuijf Bjoern Menze M. Reyes Verónica Vilaplana 115 199 0 30 Dec 2018
MMFNet: A Multi-modality MRI Fusion Network for Segmentation of Nasopharyngeal Carcinoma Huai Chen Yuxiao Qi Yong Yin TengXiang Li Xiaoqing Liu Xiuli Li G. Gong Lisheng Wang MedIm 274 72 0 25 Dec 2018
Feature-Wise Bias Amplification Klas Leino Emily Black Matt Fredrikson S. Sen Anupam Datta FaML 210 50 0 21 Dec 2018
Fast and Accurate 3D Medical Image Segmentation with Data-swapping Method Haruki Imai Samuel Matzek Tung D. Le Yasushi Negishi K. Kawachiya MedIm 138 10 0 19 Dec 2018
Boundary loss for highly unbalanced segmentation H. Kervadec Jihene Bouchtiba Christian Desrosiers Mohammadhadi Shateri Jose Dolz Ismail Ben Ayed 282 584 0 17 Dec 2018
Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features Xue Feng Nicholas J. Tustison C. Meyer 97 235 0 03 Dec 2018
Elastic Boundary Projection for 3D Medical Image Segmentation Tianwei Ni Lingxi Xie Huangjie Zheng Elliot K. Fishman Alan Yuille 162 35 0 03 Dec 2018
Phase Collaborative Network for Two-Phase Medical Image Segmentation Huangjie Zheng Lingxi Xie Tianwei Ni Ya Zhang Yanfeng Wang Qi Tian Elliot K. Fishman Alan Yuille MedIm 157 6 0 28 Nov 2018
An overview of deep learning in medical imaging focusing on MRIZeitschrift für Medizinische Physik (Z Med Phys), 2018 A. Lundervold A. Lundervold OOD 274 1,780 0 25 Nov 2018
Multi-branch Convolutional Neural Network for Multiple Sclerosis Lesion SegmentationNeuroImage (NeuroImage), 2018 S. Aslani Michael Dayan Stéphane Doncieux Massimo Filippi Vittorio Murino Maria A Rocca Diego Sona 182 157 0 07 Nov 2018
Acute and sub-acute stroke lesion segmentation from multimodal MRI Albert Clérigues Sergi Valverde J. Bernal J. Freixenet A. Oliver Xavier Llado 122 6 0 31 Oct 2018
Shape and Margin-Aware Lung Nodule Classification in Low-dose CT Images via Soft Activation Mapping Yiming Lei Yukun Tian Hongming Shan Junping Zhang Ge Wang Mannudeep K. Kalra 136 84 0 30 Oct 2018
Unsupervised Data Selection for Supervised Learning Gabriele Valvano Andrea Leo D. Latta N. Martini Gianmarco Santini D. Chiappino E. Ricciardi 92 1 0 29 Oct 2018
A Volumetric Convolutional Neural Network for Brain Tumor Segmentation Ryan Sherman 104 4 0 27 Oct 2018
Automatic Brain Tumor Segmentation using Convolutional Neural Networks with Test-Time Augmentation Guotai Wang Wenqi Li Sebastien Ourselin Tom Vercauteren 94 166 0 18 Oct 2018
Bottleneck Supervised U-Net for Pixel-wise Liver and Tumor Segmentation Song Li Geoffrey Tso SSeg 156 18 0 16 Oct 2018
Deep Recurrent Level Set for Segmenting Brain Tumors T. Hoang Raajitha Gummadi Marios Savvides 3DV 98 36 0 10 Oct 2018
A Deep Learning Framework for Single-Sided Sound Speed Inversion in Medical Ultrasound Micha Feigin-Almon Daniel Freedman B. Anthony SyDa MedIm 417 91 0 30 Sep 2018
Exclusive Independent Probability Estimation using Deep 3D Fully Convolutional DenseNets: Application to IsoIntense Infant Brain MRI Segmentation Seyed Raein Hashemi S. Prabhu Simon K. Warfield Ali Gholipour 3DV 124 6 0 21 Sep 2018
Brain Tumor Segmentation Using Deep Learning by Type Specific Sorting of Images Zahra Sobhaninia Safiyeh Rezaei A. Noroozi Mehdi Ahmadi Hamidreza Zarrabi N. Karimi Ali Emami S. Samavi 83 79 0 20 Sep 2018