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Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection

IEEE Access (IEEE Access), 2019

31 May 2019

Papers citing "Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection"

30 / 30 papers shown

Title
Is your VLM Sky-Ready? A Comprehensive Spatial Intelligence Benchmark for UAV NavigationInformation Fusion (Inf. Fusion), 2024 Lingfeng Zhang Y. Zhang Hongsheng Li Haoxiang Fu Yingbo Tang Hangjun Ye Long Chen Xiaojun Liang Xiaoshuai Hao Wenbo Ding 54 11 0 17 Nov 2025
DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial ContinuityImage and Vision Computing (IVC), 2024 Boujemaa Guermazi Naimul Khan 212 8 0 09 May 2024
Deep Learning Approaches for Data Augmentation in Medical Imaging: A ReviewJournal of Imaging (JI), 2023 Aghiles Kebaili J. Lapuyade-Lahorgue S. Ruan MedIm 174 204 0 24 Jul 2023
Generative Adversarial Networks for Data Augmentation A. Biswas Md Abdullah Al Nasim Al Imran Anika Tabassum Sejuty Fabliha Fairooz Sai Puppala Sajedul Talukder MedIm 130 37 0 03 Jun 2023
Breast Cancer Immunohistochemical Image Generation: a Benchmark Dataset and Challenge Review Chuang Zhu Shengjie Liu Zekuan Yu Fengjuan Xu Arpit Aggarwal ... Vivek Kumar Singh Farhan Akram Md. Mostafa Kamal Sarker Z. Shi M. Jin 109 10 0 05 May 2023
Disentangled Uncertainty and Out of Distribution Detection in Medical Generative Models Kumud Lakara Matias Valdenegro-Toro UQCV OOD 134 1 0 11 Nov 2022
Generative Adversarial Networks for Weakly Supervised Generation and Evaluation of Brain Tumor Segmentations on MR Images Jayeon Yoo Khashayar Namdar Matthias W. Wagner L. Nobre U. Tabori C. Hawkins B. Ertl-Wagner Farzad Khalvati GAN MedIm 237 0 0 10 Nov 2022
Deep Superpixel Generation and Clustering for Weakly Supervised Segmentation of Brain Tumors in MR ImagesBMC Medical Imaging (BMC Med Imaging), 2022 Jayeon Yoo Khashayar Namdar Farzad Khalvati 151 4 0 20 Sep 2022
Evaluating the Quality and Diversity of DCGAN-based Generatively Synthesized Diabetic Retinopathy Imagery Cristina-Madalina Dragan Muhammad Muneeb Saad M. H. Rehmani Ruairi O'Reilly EGVM MedIm 188 7 0 10 Aug 2022
Applications of Generative Adversarial Networks in Neuroimaging and Clinical NeuroscienceNeuroImage (NeuroImage), 2022 Rongguang Wang V. Bashyam Zhijian Yang Fanyang Yu Vasiliki Tassopoulou ... Dushyant Sahoo K. Nikita Ahmed Abdulkadir J. Wen Christos Davatzikos GAN MedIm AI4CE 162 59 0 14 Jun 2022
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 200 45 0 29 Nov 2021
Applications of Generative Adversarial Networks in Anomaly Detection: A Systematic Literature ReviewIEEE Access (IEEE Access), 2021 Mikael Sabuhi Ming Zhou Cor-Paul Bezemer Petr Musílek AI4TS MedIm 161 83 0 22 Oct 2021
BAPGAN: GAN-based Bone Age Progression of Femur and Phalange X-ray Images Shinji Nakazawa Changhee Han J. Hasei R. Nakahara Toshifumi Ozaki GAN MedIm 64 1 0 16 Oct 2021
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging Richard Osuala Kaisar Kushibar Lidia Garrucho Akis Linardos Zuzanna Szafranowska Stefan Klein Ben Glocker Oliver Díaz Karim Lekadir MedIm 281 54 0 20 Jul 2021
Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images Sungho Suh So-hyun Cheon Wonseon Choi Yeon Woong Chung W. Cho ji-Sun Paik Sung Eun Kim D. Chang Y. Lee 177 5 0 01 Jul 2021
Where is the disease? Semi-supervised pseudo-normality synthesis from an abnormal image Yuanqi Du Quan Quan Hu Han S. Kevin Zhou GAN MedIm 102 3 0 24 Jun 2021
GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review Alceu Bissoto Eduardo Valle Sandra Avila MedIm 203 85 0 20 Apr 2021
Free-form tumor synthesis in computed tomography images via richer generative adversarial networkKnowledge-Based Systems (KBS), 2021 Qiangguo Jin Hui Cui Changming Sun Zhaopeng Meng R. Su GAN MedIm 176 49 0 20 Apr 2021
Fruit Quality and Defect Image Classification with Conditional GAN Data AugmentationScientia Horticulturae (Sci. Hortic.), 2021 Jordan J. Bird Chloe M. Barnes Luis J. Manso Anikó Ekárt Diego Resende Faria 110 120 0 12 Apr 2021
Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial NetworksJournal of Imaging (J. Imaging), 2021 Jonas Denck J. Guehring Andreas Maier E. Rothgang MedIm GAN 95 10 0 17 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
MADGAN: unsupervised Medical Anomaly Detection GAN using multiple adjacent brain MRI slice reconstruction Changhee Han L. Rundo K. Murao T. Noguchi Yuki Shimahara Z. '. Milacski S. Koshino Evis Sala Hideki Nakayama Shinichi Satoh MedIm 354 183 0 24 Jul 2020
Generating Annotated High-Fidelity Images Containing Multiple Coherent Objects Bryan G. Cardenas Devanshu Arya D. K. Gupta DiffM 150 7 0 22 Jun 2020
On the Learnability of Concepts: With Applications to Comparing Word Embedding Algorithms Adam Sutton N. Cristianini 114 8 0 17 Jun 2020
Bridging the gap between AI and Healthcare sides: towards developing clinically relevant AI-powered diagnosis systemsArtificial Intelligence Applications and Innovations (AIAI), 2020 Changhee Han L. Rundo K. Murao T. Nemoto Hideki Nakayama MedIm 162 30 0 12 Jan 2020
Mining Domain Knowledge: Improved Framework towards Automatically Standardizing Anatomical Structure Nomenclature in RadiotherapyIEEE Access (IEEE Access), 2019 Qiming Yang H. Chao D. Nguyen Steve B. Jiang 172 7 0 04 Dec 2019
Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial NetworkExpert systems with applications (ESWA), 2019 Ibrahim Saad Ali Mamdouh Farouk Mohamed Y. B. Mahdy GAN MedIm 100 130 0 25 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 296 404 0 25 Sep 2019
GAN-based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer's Disease DiagnosisComputational Intelligence Methods for Bioinformatics and Biostatistics (CIBB), 2019 Changhee Han L. Rundo K. Murao Z. '. Milacski Kazuki Umemoto Evis Sala Hideki Nakayama Shiníchi Satoh MedIm 315 17 0 14 Jun 2019
Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object DetectionInternational Conference on 3D Vision (3DV), 2019 Changhee Han Yoshiro Kitamura Akira Kudo Akimichi Ichinose L. Rundo Yujiro Furukawa Kazuki Umemoto Yuanzhong Li Hideki Nakayama MedIm 159 127 0 12 Jun 2019