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1505.03540
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Brain Tumor Segmentation with Deep Neural Networks
13 May 2015
Mohammad Havaei
Axel Davy
David Warde-Farley
A. Biard
Aaron Courville
Yoshua Bengio
C. Pal
Pierre-Marc Jodoin
Hugo Larochelle
3DV
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Papers citing
"Brain Tumor Segmentation with Deep Neural Networks"
50 / 359 papers shown
Towards fully automated deep-learning-based brain tumor segmentation: is brain extraction still necessary?
Biomedical Signal Processing and Control (BSPC), 2022
Bruno Machado Pacheco
G. Cassia
Danilo Silva
3DV
123
13
0
14 Dec 2022
Domain Adaptation and Generalization on Functional Medical Images: A Systematic Survey
G. Sarafraz
Armin Behnamnia
Mehran Hosseinzadeh
Ali Balapour
Amin Meghrazi
Hamid R. Rabiee
OOD
AI4CE
249
7
0
04 Dec 2022
Non-inferiority of Deep Learning Acute Ischemic Stroke Segmentation on Non-Contrast CT Compared to Expert Neuroradiologists
Scientific Reports (Sci Rep), 2022
Sophie Ostmeier
Brian Axelrod
Benjamin F. J. Verhaaren
Soren Christensen
Abdelkader Mahammedi
Yongkai Liu
Benjamin Pulli
Li-Jia Li
Greg Zaharchuk
J. Heit
217
8
0
24 Nov 2022
Disentangled Uncertainty and Out of Distribution Detection in Medical Generative Models
Kumud Lakara
Matias Valdenegro-Toro
UQCV
OOD
157
2
0
11 Nov 2022
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
192
34
0
24 Oct 2022
Cutting-Splicing data augmentation: A novel technology for medical image segmentation
Lianting Hu
Huiying Liang
Jiajie Tang
Xin Li
Li Huang
Long Lu
85
1
0
17 Oct 2022
Centralized Feature Pyramid for Object Detection
IEEE Transactions on Image Processing (IEEE TIP), 2022
Yu Quan
Dong Zhang
Liyan Zhang
Jinhui Tang
ObjD
226
242
0
05 Oct 2022
Analysis of the performance of U-Net neural networks for the segmentation of living cells
André O. Franccani
SSeg
160
3
0
04 Oct 2022
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions
Dong Zhang
Yi Lin
Hao Chen
Zhuotao Tian
Xin Yang
Jinhui Tang
Kwang-Ting Cheng
VLM
287
19
0
21 Sep 2022
EfficientNet for Brain-Lesion classification
Quoc-Huy Trinh
Trong-Hieu Nguyen-Mau
Radmir Zosimov
Minh Le Nguyen
MedIm
77
1
0
09 Aug 2022
Global and Local Features through Gaussian Mixture Models on Image Semantic Segmentation
IEEE Access (IEEE Access), 2022
Darwin Saire
Adín Ramirez Rivera
132
4
0
19 Jul 2022
Trichomonas Vaginalis Segmentation in Microscope Images
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Lin Li
Jingyi Liu
Shuo Wang
Xun Wang
Tian-Zhu Xiang
145
10
0
03 Jul 2022
Automated GI tract segmentation using deep learning
M. Sharma
342
7
0
22 Jun 2022
MMMNA-Net for Overall Survival Time Prediction of Brain Tumor Patients
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022
Wen Tang
Haoyue Zhang
Pengxin Yu
Han Kang
Rongguo Zhang
289
8
0
13 Jun 2022
Skin disease diagnosis using image analysis and natural language processing
Martin Chileshe
Mayumbo Nyirenda
LM&MA
22
0
0
09 May 2022
Class Balanced PixelNet for Neurological Image Segmentation
Mobarakol Islam
Hongliang Ren
SSeg
145
8
0
23 Apr 2022
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation
International Journal of Computer Vision (IJCV), 2022
Junwen Pan
Q. Hu
Kaihua Zhang
Bing Cao
Yu Wang
Dingwen Zhang
Junwei Han
Q. Hu
232
83
0
19 Mar 2022
Joint brain tumor segmentation from multi MR sequences through a deep convolutional neural network
Farzaneh Dehghani
A. Karimian
Hossein ARABI
94
14
0
07 Mar 2022
Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications
Kexin Ding
Mu Zhou
Zichen Wang
Qiao Liu
C. Arnold
Shaoting Zhang
Dimitris N. Metaxas
GNN
MedIm
AI4CE
258
15
0
17 Feb 2022
A Graphical Approach For Brain Haemorrhage Segmentation
N. Mehendale
Pragya Gupta
Nishant Rajadhyaksha
Ansh Dagha
Mihir Hundiwala
Aditi Paretkar
Sakshi Chavan
Tanmay Mishra
79
2
0
14 Feb 2022
A Data Augmentation Method for Fully Automatic Brain Tumor Segmentation
Yu Wang
Ya-Liang Ji
Hongbing Xiao
121
30
0
13 Feb 2022
Multiple Sclerosis Lesions Segmentation using Attention-Based CNNs in FLAIR Images
IEEE Journal of Translational Engineering in Health and Medicine (IEEE JTEHM), 2022
Mehdi Sadeghibakhi
H. Pourreza
H. Mahyar
182
26
0
05 Jan 2022
External Attention Assisted Multi-Phase Splenic Vascular Injury Segmentation with Limited Data
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
Yuyin Zhou
D. Dreizin
Yan Wang
Fengze Liu
Wei Shen
Alan Yuille
210
18
0
04 Jan 2022
Two-phase training mitigates class imbalance for camera trap image classification with CNNs
Farjad Malik
Simon Wouters
Ruben Cartuyvels
Erfan Ghadery
Marie-Francine Moens
81
3
0
29 Dec 2021
Why Calibration Error is Wrong Given Model Uncertainty: Using Posterior Predictive Checks with Deep Learning
Achintya Gopal
UQCV
175
1
0
02 Dec 2021
Equitable modelling of brain imaging by counterfactual augmentation with morphologically constrained 3D deep generative models
Guilherme Pombo
Robert J. Gray
M. Jorge Cardoso
Sebastien Ourselin
G. Rees
John Ashburner
P. Nachev
231
47
0
29 Nov 2021
Data Augmentation For Medical MR Image Using Generative Adversarial Networks
Panjian Huang
Xu Liu
Yongzhen Huang
OOD
MedIm
114
12
0
29 Nov 2021
Bengali Handwritten Grapheme Classification: Deep Learning Approach
Tarun Roy
H. Hasan
Kowsar Hossain
Masuma Akter Rumi
GNN
93
0
0
16 Nov 2021
Adaptive Early-Learning Correction for Segmentation from Noisy Annotations
Sheng Liu
Kangning Liu
Weicheng Zhu
Yiqiu Shen
C. Fernandez‐Granda
NoLa
266
121
0
07 Oct 2021
Self-Regulation for Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2021
Zhangfu Dong
Zhang Hanwang
T. Jinhui
Huang Xiansheng
Sun Qianru
204
41
0
22 Aug 2021
Dilated Inception U-Net (DIU-Net) for Brain Tumor Segmentation
D. Cahall
Ghulam Rasool
N. Bouaynaya
Hassan M. Fathallah-Shaykh
131
12
0
15 Aug 2021
Triplet Contrastive Learning for Brain Tumor Classification
Tianlin Liu
Jiashi Feng
MedIm
76
3
0
08 Aug 2021
Deep Neural Networks and PIDE discretizations
SIAM Journal on Mathematics of Data Science (SIMODS), 2021
B. Bohn
M. Griebel
D. Kannan
189
1
0
05 Aug 2021
Recurrent Mask Refinement for Few-Shot Medical Image Segmentation
Hao Tang
Xingwei Liu
Shanlin Sun
Xiangyi Yan
Xiaohui Xie
188
117
0
02 Aug 2021
3D AGSE-VNet: An Automatic Brain Tumor MRI Data Segmentation Framework
BMC Medical Imaging (BMC Med Imaging), 2021
Xi Guan
Guang Yang
Jianming Ye
Weiji Yang
Xiaomei Xu
Weiwei Jiang
Xiaobo Lai
157
135
0
26 Jul 2021
Class dependency based learning using Bi-LSTM coupled with the transfer learning of VGG16 for the diagnosis of Tuberculosis from chest x-rays
medRxiv (medRxiv), 2021
G. Jignesh Chowdary
G. Suganya
M. Premalatha
K. Karunamurthy
150
8
0
19 Jul 2021
CASPIANET++: A Multidimensional Channel-Spatial Asymmetric Attention Network with Noisy Student Curriculum Learning Paradigm for Brain Tumor Segmentation
Andre Liew
C. Lee
B. Lan
Maxine Tan
130
14
0
08 Jul 2021
Predicting Disease Progress with Imprecise Lab Test Results
Mei Wang
Jianwen Su
Zhi-kai Lin
196
0
0
08 Jul 2021
Uncertainty-Guided Progressive GANs for Medical Image Translation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Uddeshya Upadhyay
Yanbei Chen
Tobias Hepp
S. Gatidis
Zeynep Akata
MedIm
223
30
0
29 Jun 2021
ACN: Adversarial Co-training Network for Brain Tumor Segmentation with Missing Modalities
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Yixin Wang
Yang Zhang
Yang Liu
Zihao Lin
Jiang Tian
Cheng Zhong
Peng Wang
Jianping Fan
Zhiqiang He
172
92
0
28 Jun 2021
DINs: Deep Interactive Networks for Neurofibroma Segmentation in Neurofibromatosis Type 1 on Whole-Body MRI
IEEE journal of biomedical and health informatics (JBHI), 2021
Jian-Wei Zhang
Wei Chen
K. I. Ly
Xubin Zhang
Fan Yan
J. Jordan
G. Harris
S. Plotkin
Pengyi Hao
W. Cai
129
9
0
07 Jun 2021
Benchmarking CNN on 3D Anatomical Brain MRI: Architectures, Data Augmentation and Deep Ensemble Learning
Benoit Dufumier
Pietro Gori
Ilaria Battaglia
J. Victor
Antoine Grigis
Edouard Duchesnay
3DV
144
25
0
02 Jun 2021
Brain tumour segmentation using a triplanar ensemble of U-Nets
V. Sundaresan
L. Griffanti
M. Jenkinson
214
19
0
24 May 2021
Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation
Kelei He
Wen Ji
Tao Zhou
Zhuoyuan Li
Jing Huo
Shu Zhang
Yang Gao
Dinggang Shen
Bing-Bin Zhang
Junfeng Zhang
OOD
134
7
0
17 May 2021
Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Youbao Tang
Jinzheng Cai
K. Yan
Lingyun Huang
Guotong Xie
Jing Xiao
Jingjing Lu
Gigin Lin
Le Lu
179
31
0
03 May 2021
Free-form tumor synthesis in computed tomography images via richer generative adversarial network
Knowledge-Based Systems (KBS), 2021
Qiangguo Jin
Hui Cui
Changming Sun
Zhaopeng Meng
R. Su
GAN
MedIm
193
52
0
20 Apr 2021
Latent Correlation Representation Learning for Brain Tumor Segmentation with Missing MRI Modalities
IEEE Transactions on Image Processing (TIP), 2021
Tongxue Zhou
S. Canu
P. Vera
S. Ruan
228
174
0
13 Apr 2021
Fall of Giants: How popular text-based MLaaS fall against a simple evasion attack
European Symposium on Security and Privacy (EuroS&P), 2021
Luca Pajola
Mauro Conti
130
32
0
13 Apr 2021
Artificial Intelligence in Tumor Subregion Analysis Based on Medical Imaging: A Review
Journal of Applied Clinical Medical Physics (JACMP), 2021
Mingquan Lin
Jacob F. Wynne
Y. Lei
Tonghe Wang
W. Curran
Tian Liu
Xiaofeng Yang
221
26
0
25 Mar 2021
Deep and Statistical Learning in Biomedical Imaging: State of the Art in 3D MRI Brain Tumor Segmentation
Information Fusion (Inf. Fusion), 2021
K. R. M. Fernando
Cris P Tsokos
225
68
0
09 Mar 2021
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