Multi-Contrast MRI Image Synthesis Using Switchable Cycle-Consistent Generative Adversarial Networks

Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers

(2022) Yilmaz Korkmaz et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

mustGAN: multi-stream Generative Adversarial Networks for MR Image Synthesis

(2021) Mahmut Yurt et al.   MEDICAL IMAGE ANALYSIS

MRI-Based Brain Tumor Classification Using Ensemble of Deep Features and Machine Learning Classifiers

(2021) Jaeyong Kang et al.   SENSORS

Deep Learning for COVID-19 Diagnosis from CT Images

(2021) Andrea Loddo et al.   Applied Sciences-Basel

Deep learning based pipelines for Alzheimer's disease diagnosis: A comparative study and a novel deep-ensemble method

(2021) Andrea Loddo et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Continuous Conversion of CT Kernel Using Switchable CycleGAN With AdaIN

(2021) Serin Yang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Synthesize High-Quality Multi-Contrast Magnetic Resonance Imaging From Multi-Echo Acquisition Using Multi-Task Deep Generative Model

(2020) Guanhua Wang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Image Synthesis in Multi-Contrast MRI With Conditional Generative Adversarial Networks

(2019) Salman UH. Dar et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Image processing and analysis methods for the Adolescent Brain Cognitive Development Study

(2019) Donald J. Hagler et al.   NEUROIMAGE

Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training

(2018) Faisal Mahmood et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

End-to-End Adversarial Retinal Image Synthesis

(2018) Pedro Costa et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep embedding convolutional neural network for synthesizing CT image from T1-Weighted MR image

(2018) Lei Xiang et al.   MEDICAL IMAGE ANALYSIS

Generating synthetic CTs from magnetic resonance images using generative adversarial networks

(2018) Hajar Emami et al.   MEDICAL PHYSICS

MR-based synthetic CT generation using a deep convolutional neural network method

(2017) Xiao Han   MEDICAL PHYSICS

A reproducible evaluation of ANTs similarity metric performance in brain image registration

(2010) Brian B. Avants et al.   NEUROIMAGE