Generative Adversarial Network for Medical Images (MI-GAN)

1 October 2018

Papers citing "Generative Adversarial Network for Medical Images (MI-GAN)"

27 / 27 papers shown

Title
Cross Modality Medical Image Synthesis for Improving Liver Segmentation Muhammad Rafiq Hazrat Ali Ghulam Mujtaba Zubair Shah Shoaib Azmat GAN MedIm 88 0 0 02 Mar 2025
Enhancing Medical Imaging with GANs Synthesizing Realistic Images from Limited Data Yinqiu Feng Bo Zhang Lingxi Xiao Yutian Yang Gegen Tana Zexi Chen GAN MedIm 126 12 0 22 May 2024
Adversarial Fine-tuning using Generated Respiratory Sound to Address Class Imbalance June-Woo Kim Chihyeon Yoon Miika Toikkanen Sangmin Bae Ho-Young Jung DiffM MedIm 45 9 0 11 Nov 2023
DeepVox and SAVE-CT: a contrast- and dose-independent 3D deep learning approach for thoracic aorta segmentation and aneurysm prediction using computed tomography scans Matheus del-Valle Lariza Laura de Oliveira Henrique Cursino Vieira Henrique Min Ho Lee Lucas Lembrança Pinheiro M. F. Portugal Newton Shydeo Brandão Miyoshi Nelson Wolosker 49 0 0 23 Oct 2023
Dual-path convolutional neural network using micro-FTIR imaging to predict breast cancer subtypes and biomarkers levels: estrogen receptor, progesterone receptor, HER2 and Ki67 Matheus del-Valle E. Bernardes D. Zezell 78 0 0 23 Oct 2023
Improving diagnosis and prognosis of lung cancer using vision transformers: A scoping review Hazrat Ali Farida Mohsen Zubair Shah LM&MA MedIm 59 28 0 06 Sep 2023
Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art Tanujit Chakraborty Ujjwal Reddy K S Shraddha M. Naik Madhurima Panja B. Manvitha 100 72 0 30 Aug 2023
BioGAN: An unpaired GAN-based image to image translation model for microbiological images Saber Mirzaee Bafti C. Ang G. Marcelli M. Hossain Sadiya Maxamhud A. Tsaousis MedIm 74 1 0 09 Jun 2023
Brain Tumor Synthetic Data Generation with Adaptive StyleGANs Usama Tariq Rizwan Qureshi Ana Zafar Danyal Aftab Jia Wu Tanvirul Alam Zubair Shah Hazrat Ali MedIm 84 8 0 04 Dec 2022
Application of image-to-image translation in improving pedestrian detection Devarsh Patel Sarthak Patel Megha Patel VLM 46 7 0 08 Sep 2022
Computer Vision Methods for the Microstructural Analysis of Materials: The State-of-the-art and Future Perspectives Khaled Alrfou Amir Kordijazi Tian Zhao 3DV 54 6 0 29 Jul 2022
Implementation of a Modified U-Net for Medical Image Segmentation on Edge Devices Owais Ali Hazrat Ali S. A. A. Shah A. Shahzad SSeg 58 34 0 06 Jun 2022
Structure Unbiased Adversarial Model for Medical Image Segmentation Tianyang Zhang Shaoming Zheng Jun Cheng Xi Jia Joseph Bartlett Xinxing Cheng Huazhu Fu Zhaowen Qiu Jiang-Dong Liu Jinming Duan GAN MedIm 29 0 0 25 May 2022
Combating COVID-19 using Generative Adversarial Networks and Artificial Intelligence for Medical Images: A Scoping Review Hazrat Ali Zubair Shah MedIm 47 16 0 15 May 2022
Generative Adversarial Networks for Synthetic Data Generation: A Comparative Study C. Little Mark Elliot Richard Allmendinger Sahel Shariati Samani 42 20 0 03 Dec 2021
Registration of serial sections: An evaluation method based on distortions of the ground truths Oleg Lobachev Takuya Funatomi Alexander Pfaffenroth R. Förster Lars Knudsen ... T. Salaets J. Toelen Simone Gaffling C. Mühlfeld R. Grothausmann 66 2 0 22 Nov 2020
A deep learning pipeline for identification of motor units in musculoskeletal ultrasound Hazrat Ali Johannes Umander R. Rohlén C. Grönlund MedIm 24 13 0 23 Sep 2020
Segmentation of Lungs in Chest X-Ray Image Using Generative Adversarial Networks Faizan Munawar Shoaib Azmat Talha Iqbal C. Grönlund Hazrat Ali GAN MedIm 58 61 0 12 Sep 2020
Heightmap Reconstruction of Macula on Color Fundus Images Using Conditional Generative Adversarial Networks Peyman Tahghighi R. Zoroofi Sareh Saffi Alireza Ramezani GAN MedIm 15 1 0 03 Sep 2020
Medical Image Generation using Generative Adversarial Networks N. Singh Khalid Raza GAN MedIm 65 20 0 19 May 2020
Detection of Coronavirus (COVID-19) Associated Pneumonia based on Generative Adversarial Networks and a Fine-Tuned Deep Transfer Learning Model using Chest X-ray Dataset Nour Eldeen M. Khalifa M. Taha Aboul Ella Hassanien S. Elghamrawy MedIm 61 174 0 02 Apr 2020
Deep Learning in Mining Biological Data M. S. M. Mahmud M. S. Kaiser Amir Hussain AI4CE 53 288 0 28 Feb 2020
Pioneer dataset and automatic recognition of Urdu handwritten characters using a deep autoencoder and convolutional neural network Hazrat Ali A. Ullah Talha Iqbal S. Khattak 23 28 0 17 Dec 2019
Seizure Prediction Using Bidirectional LSTM Hazrat Ali Feroz Karim Junaid Javed Qureshi Adnan O. M. Abuassba Mohammad Farhad Bulbul OOD 23 8 0 13 Dec 2019
Understanding and Partitioning Mobile Traffic using Internet Activity Records Data -- A Spatiotemporal Approach Kashif Sultan Hazrat Ali Haris Anwaar K. Nkabiti Adeel Ahmad Zhongshan Zhang 10 2 0 30 Jul 2019
A Tour of Unsupervised Deep Learning for Medical Image Analysis Khalid Raza N. Singh OOD MedIm 75 105 0 19 Dec 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 137 1,400 0 19 Sep 2018