The role of generative adversarial networks in brain MRI: a scoping review

The role of generative adversarial networks in brain MRI: a scoping review

<p dir="ltr">The performance of artificial intelligence (AI) for brain MRI can improve if enough data are made available. Generative adversarial networks (GANs) showed a lot of potential to generate synthetic MRI data that can capture the distribution of real MRI. Besides, GANs are a...

وصف كامل

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Hazrat Ali (421019) (author)
مؤلفون آخرون:	Md. Rafiul Biswas (17293966) (author), Farida Mohsen (16994682) (author), Uzair Shah (15740699) (author), Asma Alamgir (18288895) (author), Osama Mousa (18288898) (author), Zubair Shah (231886) (author)
منشور في:	2022
الموضوعات:	Engineering Biomedical engineering Information and computing sciences Artificial intelligence Data management and data science Data augmentation Generative adversarial networks Magnetic resonance imaging Medical imaging
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

مواد مشابهة

Correction: The role of generative adversarial networks in brain MRI: a scoping review
حسب: Hazrat Ali (421019)
منشور في: (2022)

Combating COVID-19 Using Generative Adversarial Networks and Artificial Intelligence for Medical Images: Scoping Review
حسب: Hazrat Ali (421019)
منشور في: (2022)

Improving MRI Resolution: A Cycle Consistent Generative Adversarial Network-Based Approach for 3T to 7T Translation
حسب: Zakaria Shams Siam (22048001)
منشور في: (2024)

The use of generative adversarial networks in medical image augmentation
حسب: Ahmed Makhlouf (17632179)
منشور في: (2023)

Ten years of generative adversarial nets (GANs): a survey of the state-of-the-art
حسب: Chakraborty, Tanujit
منشور في: (2024)

Unveiling the future of breast cancer assessment: a critical review on generative adversarial networks in elastography ultrasound
حسب: Mohammed Yusuf Ansari (16904523)
منشور في: (2023)

Face Sketch Synthesis using Generative Adversarial Networks
حسب: Hadid, Abdenour
منشور في: (2022)

A new generative adversarial network for medical images super resolution
حسب: Waqar Ahmad (1953211)
منشور في: (2022)

A3T: accuracy aware adversarial training
حسب: Enes Altinisik (17725956)
منشور في: (2023)

Domain Adaptation with Adversarial Training and Graph Embeddings
حسب: Firoj Alam (14158866)
منشور في: (2018)

GAN-Based Data Augmentation for Fault Diagnosis and Prognosis of Rolling Bearings: A Literature Review
حسب: Md. Sulyman Islam Sifat (22928983)
منشور في: (2025)

ManiGen: A Manifold Aided Black-Box Generator of Adversarial Examples
حسب: Guanxiong Liu (2104315)
منشور في: (2020)

Artificial Intelligence–Based Methods for Integrating Local and Global Features for Brain Cancer Imaging: Scoping Review
حسب: Hazrat Ali (421019)
منشور في: (2023)

Fast and Efficient Image Generation Using Variational Autoencoders and K-Nearest Neighbor OveRsampling Approach
حسب: Ashhadul Islam (16869981)
منشور في: (2023)

Consistent Valid Physically-Realizable Adversarial Attack Against Crowd-Flow Prediction Models
حسب: Hassan Ali (3348749)
منشور في: (2023)

UGA-GAN: Unified Geometry-Aware GAN for Enhanced Training and Generation of High-Dimensional Data
حسب: Wasi Ahmad (23124064)
منشور في: (2025)

Image Steganography: A Review of the Recent Advances
حسب: Nandhini Subramanian (16896453)
منشور في: (2021)

Improving diagnosis and prognosis of lung cancer using vision transformers: a scoping review
حسب: Hazrat Ali (421019)
منشور في: (2023)

Transfer Learning-Based Semi-Supervised Generative Adversarial Network for Malaria Classification
حسب: Ibrar Amin (19438018)
منشور في: (2023)

Translation of atherosclerotic disease features onto healthy carotid ultrasound images using domain-to-domain translation
حسب: Hazrat Ali (421019)
منشور في: (2023)

Defense against adversarial attacks: robust and efficient compressed optimized neural networks
حسب: Insaf Kraidia (19198012)
منشور في: (2024)

K Nearest Neighbor OveRsampling approach: An open source python package for data augmentation
حسب: Ashhadul Islam (16869981)
منشور في: (2022)

Detection of central serous retinopathy using deep learning through retinal images
حسب: Syed Ale Hassan (17785655)
منشور في: (2023)

Con-Detect: Detecting Adversarially Perturbed Natural Language Inputs to Deep Classifiers Through Holistic Analysis
حسب: Hassan Ali (3348749)
منشور في: (2023)

Self-Supervised Learning Powered by Synthetic Data From Diffusion Models: Application to X-Ray Images
حسب: Abdullah Hosseini (22466602)
منشور في: (2025)

Editorial: Recent advances in multimodal artificial intelligence for disease diagnosis, prognosis, and prevention
حسب: Hazrat Ali (421019)
منشور في: (2024)

Generative AI revolution in cybersecurity: a comprehensive review of threat intelligence and operations
حسب: Mueen Uddin (4903510)
منشور في: (2025)

Why does the adverse effect of inappropriate MRI for LBP vary by geographic location? An exploratory analysis
حسب: Mujahed Shraim (14153145)
منشور في: (2019)

A Scoping Review of the Strategic Integration of Artificial Intelligence in Higher Education: Transforming University Excellence Themes and Strategic Planning in the Digital Era
حسب: Ammar Abulibdeh (15785928)
منشور في: (2025)

Landslide detection in real-time social media image streams
حسب: Ferda Ofli (8983517)
منشور في: (2023)

A Novel Steganography Technique for Digital Images Using the Least Significant Bit Substitution Method
حسب: Shahid Rahman (16904613)
منشور في: (2022)

A Highly Efficient And Automated Approach To Identifying And Classifying Urban Traffic Images Using Self Organizing Maps and Artificial Intelligence. (c2006)
حسب: Bey, Hisham Mardam
منشور في: (2006)

When geoscience meets generative AI and large language models: Foundations, trends, and future challenges
حسب: Hadid, Abdenour
منشور في: (2024)

Kernel-Ridge-Regression-Based Randomized Network for Brain Age Classification and Estimation
حسب: Raveendra Pilli (21633287)
منشور في: (2024)

Diagnostic value of ultrasonography in acute lateral and syndesmotic ligamentous ankle injuries
حسب: Thomas P. A. Baltes (14150427)
منشور في: (2020)

Incorporation of artificial intelligence into nursing research: A scoping review
حسب: Yasin M. Yasin (14779381)
منشور في: (2024)

Convergence of Photovoltaic Power Forecasting and Deep Learning: State-of-Art Review
حسب: Mohamed Massaoudi (16888710)
منشور في: (2021)

Audio-deepfake detection: Adversarial attacks and countermeasures
حسب: Mouna Rabhi (17086969)
منشور في: (2024)

From time-series to 2D images for building occupancy prediction using deep transfer learning
حسب: Aya Nabil Sayed (17317006)
منشور في: (2023)

Evaluating the accuracy of population-specific versus generic stature estimation regression equations in a South African sample
حسب: Mubarak Bidmos (20278128)
منشور في: (2024)

Cannot write session to /tmp/vufind_sessions/sess_9am19mi545on716rnh8glcbuve