Papers citing 'Brain Tumor Segmentation with Deep Neural Networks'

Title
Automatic Cell Counting in Flourescent Microscopy Using Deep Learning R. Morelli L. Clissa M. Dalla M. Luppi L. Rinaldi A. Zoccoli 98 4 0 24 Feb 2021
Analyzing Overfitting under Class Imbalance in Neural Networks for Image SegmentationIEEE Transactions on Medical Imaging (TMI), 2020 Zeju Li Konstantinos Kamnitsas Ben Glocker SSeg UQCV 157 164 0 20 Feb 2021
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation Michael Yeung Evis Sala Carola-Bibiane Schönlieb L. Rundo 239 509 0 08 Feb 2021
3D Medical Multi-modal Segmentation Network Guided by Multi-source Correlation ConstraintInternational Conference on Pattern Recognition (ICPR), 2021 Tongxue Zhou S. Canu P. Vera S. Ruan MedIm 113 12 0 05 Feb 2021
TricycleGAN: Unsupervised Image Synthesis and Segmentation Based on Shape Priors Umaseh Sivanesan Luis H. Braga R. Sonnadara Kiret Dhindsa GAN MedIm 77 3 0 04 Feb 2021
A Survey on Understanding, Visualizations, and Explanation of Deep Neural Networks Atefeh Shahroudnejad FaML AAML AI4CE XAI 256 37 0 02 Feb 2021
Densely Connected Recurrent Residual (Dense R2UNet) Convolutional Neural Network for Segmentation of Lung CT Images Kaushik Dutta SSeg 82 15 0 01 Feb 2021
A Survey and Analysis on Automated Glioma Brain Tumor Segmentation and Overall Patient Survival PredictionArchives of Computational Methods in Engineering (ACME), 2021 R. Agravat M. Raval 160 24 0 26 Jan 2021
Feature Sharing Cooperative Network for Semantic SegmentationVISIGRAPP (VISIGRAPP), 2021 Ryota Ikedo Kazuhiro Hotta FedML SSeg 54 2 0 20 Jan 2021
Meningioma segmentation in T1-weighted MRI leveraging global context and attention mechanismsFrontiers in Radiology (FR), 2021 D. Bouget André Pedersen Sayied Abdol Mohieb Hosainey O. Solheim Ingerid Reinertsen 138 24 0 19 Jan 2021
Bladder segmentation based on deep learning approaches: current limitations and lessons M. Bandyk D. Gopireddy C. Lall K. Balaji Jose Dolz 103 0 0 16 Jan 2021
Few-Shot Learning with Class ImbalanceIEEE Transactions on Artificial Intelligence (IEEE TAI), 2021 Mateusz Ochal Massimiliano Patacchiola Amos Storkey Jose Vazquez Sen Wang 203 49 0 07 Jan 2021
Multiclass Spinal Cord Tumor Segmentation on MRI with Deep Learning A. Lemay C. Gros Z. Zhuo Jie Zhang Y. Duan Julien Cohen-Adad Yaou Liu 350 4 0 23 Dec 2020
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 113 1 0 21 Dec 2020
Uncertainty-driven refinement of tumor-core segmentation using 3D-to-2D networks with label uncertainty Richard McKinley M. Rebsamen Katrin Daetwyler Raphael Meier Piotr Radojewski Roland Wiest 3DV 100 28 0 11 Dec 2020
Few-shot Medical Image Segmentation using a Global Correlation Network with Discriminative Embedding Liyan Sun Chenxin Li Xinghao Ding Yue Huang Guisheng Wang Yizhou Yu 183 147 0 10 Dec 2020
Conditional Generation of Medical Images via Disentangled Adversarial Inference Mohammad Havaei Ximeng Mao Yiping Wang Qicheng Lao GAN MedIm 172 23 0 08 Dec 2020
Using Persistent Homology Topological Features to Characterize Medical Images: Case Studies on Lung and Brain Cancers Chul Moon Qiwei Li Tao Wang 342 14 0 07 Dec 2020
Statistical inference of the inter-sample Dice distribution for discriminative CNN brain lesion segmentation modelsBioimaging (Bristol. Print) (BBP), 2020 Kevin Raina 55 1 0 04 Dec 2020
A Multi-task Contextual Atrous Residual Network for Brain Tumor Detection & SegmentationInternational Conference on Pattern Recognition (ICPR), 2020 Ngan Le Kashu Yamazaki Dat T. Truong Kha Gia Quach Marios Savvides MedIm 105 21 0 03 Dec 2020
Modelling brain lesion volume in patches with CNN-based Poisson RegressionBioimaging (Bristol. Print) (BBP), 2020 Kevin Raina MedIm 67 0 0 26 Nov 2020
AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation LearningIEEE journal of biomedical and health informatics (JBHI), 2020 K. A. Mohan Alan Kaplan 165 0 0 29 Oct 2020
Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples Yingwei Li Zhuotun Zhu Yuyin Zhou Yingda Xia Wei Shen Elliot K. Fishman Alan Yuille MedIm 178 27 0 29 Oct 2020
Brain Tumor Segmentation Network Using Attention-based Fusion and Spatial Relationship Constraint Chenyu Liu Wangbin Ding Lei Li Zhen Zhang Chenhao Pei Liqin Huang Xiahai Zhuang 124 29 0 29 Oct 2020
What is the best data augmentation for 3D brain tumor segmentation? M. Cirillo David Abramian Anders Eklund 216 4 0 26 Oct 2020
Context Aware 3D UNet for Brain Tumor Segmentation Parvez Ahmad Saqib Qamar Linlin Shen Adnan Saeed SSeg 118 44 0 25 Oct 2020
Tissue characterization based on the analysis on i3DUS data for diagnosis support in neurosurgery Moucheng Xu 90 0 0 24 Oct 2020
Convolutional 3D to 2D Patch Conversion for Pixel-wise Glioma Segmentation in MRI Scans M. Hamghalam Baiying Lei Tianfu Wang MedIm 142 17 0 20 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 124 15 0 14 Oct 2020
Causal Intervention for Weakly-Supervised Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2020 Dong Zhang Hanwang Zhang Jinhui Tang Xiansheng Hua Qianru Sun CML ISeg 270 513 0 26 Sep 2020
Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network Hieu T. Nguyen T. Le T. Nguyen N. T. Nguyen 140 20 0 25 Sep 2020
Max-Fusion U-Net for Multi-Modal Pathology Segmentation with Attention and Dynamic Resampling Haochuan Jiang Chengjia Wang A. Chartsias Sotirios A. Tsaftaris MedIm 116 9 0 05 Sep 2020
Integrating uncertainty in deep neural networks for MRI based stroke analysis L. Herzog Elvis Murina Oliver Durr S. Wegener Beate Sick 108 59 0 13 Aug 2020
Uncertainty Quantification using Variational Inference for Biomedical Image Segmentation Abhinav Sagar UQCV 143 17 0 12 Aug 2020
Local Temperature Scaling for Probability CalibrationIEEE International Conference on Computer Vision (ICCV), 2020 Zhipeng Ding Xu Han Peirong Liu Marc Niethammer 269 98 0 12 Aug 2020
Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies Thomas Kustner Tobias Hepp Marc Fischer Martin Schwartz A. Fritsche ... F. Bamberg Bin Yang F. Schick S. Gatidis J. Machann 138 1 0 05 Aug 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promisesProceedings of the IEEE (Proc. IEEE), 2020 S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 344 791 0 02 Aug 2020
PanoNet: Real-time Panoptic Segmentation through Position-Sensitive Feature Embedding Xia Chen Jianren Wang M. Hebert SSeg 118 12 0 01 Aug 2020
Attend and Segment: Attention Guided Active Semantic Segmentation Soroush Seifi Tinne Tuytelaars 153 14 0 22 Jul 2020
Deep Learning Based Segmentation of Various Brain Lesions for Radiosurgery Siang-Ruei Wu Hao Chang Florence T. Su Heng-Chun Liao Wanju Tseng Chun-Chih Liao F. Lai F. Hsu Furen Xiao 3DV MedIm 101 15 0 22 Jul 2020
Deep Learning Based Brain Tumor Segmentation: A SurveyComplex & Intelligent Systems (CIS), 2020 Zhihua Liu Lei Tong Zheheng Jiang Long Chen Feixiang Zhou Qianni Zhang Xiangrong Zhang Ling Li Huiyu Zhou 3DV 235 283 0 18 Jul 2020
A lateral semicircular canal segmentation based geometric calibration for human temporal bone CT Image Xiaoguang Li Peng Fu Hongxia Yin Zhenchang Wang L. Zhuo Hui Zhang MedIm 66 0 0 28 Jun 2020
Automated machine vision enabled detection of movement disorders from hand drawn spirals Nabeel Seedat V. Aharonson I. Schlesinger 39 8 0 22 Jun 2020
Machine learning discrimination of Parkinson's Disease stages from walker-mounted sensors data Nabeel Seedat V. Aharonson 72 6 0 22 Jun 2020
Adaptive feature recombination and recalibration for semantic segmentation with Fully Convolutional Networks Sérgio Pereira Adriano Pinto Joana Amorim Alexandrine Ribeiro Victor Alves Carlos Alberto Silva 165 67 0 19 Jun 2020
On the Learnability of Concepts: With Applications to Comparing Word Embedding Algorithms Adam Sutton N. Cristianini 114 8 0 17 Jun 2020
Early Detection of Retinopathy of Prematurity (ROP) in Retinal Fundus Images Via Convolutional Neural Networks Xin Guo Yusuke Kikuchi Guan Wang J. Yi Qiong Zou Rui Zhou 44 6 0 12 Jun 2020
Cross-Domain Segmentation with Adversarial Loss and Covariate Shift for Biomedical Imaging Bora Baydar Savas Ozkan A. Emre Kavur N. Gezer M. Alper Selver G. Akar OOD 146 0 0 08 Jun 2020
A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial Shruti Jadon Owen P. Leary I. Pan Tyler Harder D. Wright Lisa H. Merck D. Merck 92 28 0 01 Jun 2020
M2Net: Multi-modal Multi-channel Network for Overall Survival Time Prediction of Brain Tumor PatientsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020 Tao Zhou Huazhu Fu Yu Zhang Changqing Zhang Xiankai Lu Jianbing Shen Ling Shao 196 22 0 01 Jun 2020