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Breast Tumor Segmentation and Shape Classification in Mammograms using Generative Adversarial and Convolutional Neural Network
5 September 2018
V. Singh
Hatem A. Rashwan
S. Romaní
Farhan Akram
Nidhi Pandey
Md. Mostafa Kamal Sarker
Adel Saleh
M. Arenas
Miguel Arquez
D. Puig
J. Torrents-Barrena
MedIm
GAN
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Papers citing
"Breast Tumor Segmentation and Shape Classification in Mammograms using Generative Adversarial and Convolutional Neural Network"
19 / 19 papers shown
Title
OncoVision: Integrating Mammography and Clinical Data through Attention-Driven Multimodal AI for Enhanced Breast Cancer Diagnosis
Istiak Ahmed
Galib Ahmed
Kazi Shahriar Sanjid
Md. Tanzim Hossain
Md. Nishan Khan
...
Sharmin Akhtar Rupa
Mohammed Mejbahuddin Mia
Mahmud Hasan Mostofa Kamal
Md. Mostafa Kamal Sarker
M. M. Uddin
48
0
0
24 Nov 2025
Advances in Medical Image Segmentation: A Comprehensive Survey with a Focus on Lumbar Spine Applications
Computers in Biology and Medicine (Comput. Biol. Med.), 2025
Ahmed Kabil
Ghada Khoriba
Mina Yousef
Essam A. Rashed
108
0
0
01 Oct 2025
Framework for lung CT image segmentation based on UNet++
Applied and Computational Engineering (ACE), 2025
Hao Ziang
Jingsi Zhang
Lixian Li
SSeg
235
4
0
05 Jan 2025
Computer Aided Detection and Classification of mammograms using Convolutional Neural Network
Kashif Ishaq
Muhammad Mustagis
68
0
0
04 Sep 2024
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
105
12
0
14 Dec 2022
SWIN-SFTNet : Spatial Feature Expansion and Aggregation using Swin Transformer For Whole Breast micro-mass segmentation
IEEE International Symposium on Biomedical Imaging (ISBI), 2022
Sharif Amit Kamran
Khondker Fariha Hossain
Alireza Tavakkoli
G. Bebis
Salah A. Baker
ViT
91
7
0
16 Nov 2022
Breast Cancer Classification using Deep Learned Features Boosted with Handcrafted Features
Biomedical Signal Processing and Control (BSPC), 2022
Unaiza Sajid
Rizwan Ahmed Khan
S. M. Shah
Sheeraz Arif
OOD
112
51
0
26 Jun 2022
A Combined PCA-MLP Network for Early Breast Cancer Detection
Md. Wahiduzzaman Khan Arnob
Arunima Dey Pooja
Md. Saif Hassan Onim
34
4
0
18 Jun 2022
Artificial Intelligence For Breast Cancer Detection: Trends & Directions
S. M. Shah
Rizwan Ahmed Khan
Sheeraz Arif
Unaiza Sajid
OOD
180
78
0
03 Oct 2021
A survey on deep learning approaches for breast cancer diagnosis
Timothy C. H. Kwong
S. Mazaheri
MedIm
141
4
0
18 Sep 2021
Deep Active Contours Using Locally Controlled Distance Vector Flow
Signal, Image and Video Processing (SIVP), 2021
Parastoo Akbarimoghaddam
Atefeh Ziaei
H. Azarnoush
131
5
0
18 May 2021
Multi-Structure Deep Segmentation with Shape Priors and Latent Adversarial Regularization
IEEE International Symposium on Biomedical Imaging (ISBI), 2021
Arnaud Boutillon
Bhushan S Borotikar
C. Pons
Valérie Burdin
Pierre-Henri Conze
MedIm
116
4
0
25 Jan 2021
Medical Image Segmentation Using Deep Learning: A Survey
IET Image Processing (IIP), 2020
Risheng Wang
Tao Lei
Xiaogang Du
Yong Wan
Hongying Meng
Asoke K. Nandi
SSeg
OOD
406
720
0
28 Sep 2020
Multi-structure bone segmentation in pediatric MR images with combined regularization from shape priors and adversarial network
Arnaud Boutillon
Bhushan S Borotikar
Valérie Burdin
Pierre-Henri Conze
MedIm
193
20
0
15 Sep 2020
Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in Mammography
IEEE Transactions on Medical Imaging (TMI), 2020
Heyi Li
Dongdong Chen
W. Nailon
Mike E. Davies
Dave Laurenson
133
68
0
07 Aug 2020
Artificial Neural Network Based Breast Cancer Screening: A Comprehensive Review
Subrato Bharati
Prajoy Podder
Hossain Mondal
104
72
0
29 May 2020
Two-stage multi-scale breast mass segmentation for full mammogram analysis without user intervention
Yutong Yan
Pierre-Henri Conze
G. Quellec
M. Lamard
B. Cochener
Reda Bellafqira
149
1
0
27 Feb 2020
Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks
Pierre-Henri Conze
A. Emre Kavur
E. Gall
N. Gezer
Y. Meur
M. Alper Selver
F. Rousseau
SSeg
MedIm
123
107
0
26 Jan 2020
End to End Trainable Active Contours via Differentiable Rendering
International Conference on Learning Representations (ICLR), 2019
Shir Gur
Tal Shaharabany
Lior Wolf
MedIm
148
37
0
01 Dec 2019
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