D2FE-GAN: Decoupled dual feature extraction based GAN for MRI image synthesis

ISSMF: Integrated semantic and spatial information of multi-level features for automatic segmentation in prenatal ultrasound images

(2022) Yihao Sun et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Explainable attention guided adversarial deep network for 3D radiotherapy dose distribution prediction

(2022) Huidong Li et al.   KNOWLEDGE-BASED SYSTEMS

Unified medical image segmentation by learning from uncertainty in an end-to-end manner

(2022) Pin Tang et al.   KNOWLEDGE-BASED SYSTEMS

ASMFS: Adaptive-similarity-based multi-modality feature selection for classification of Alzheimer's disease

(2022) Yuang Shi et al.   PATTERN RECOGNITION

An Efficient Semi-Supervised Framework with Multi-Task and Curriculum Learning for Medical Image Segmentation

(2022) Kaiping Wang et al.   International Journal of Neural Systems

Semi-supervised medical image segmentation via a tripled-uncertainty guided mean teacher model with contrastive learning

(2022) Kaiping Wang et al.   MEDICAL IMAGE ANALYSIS

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

(2021) Mahmut Yurt et al.   MEDICAL IMAGE ANALYSIS

Edge-preserving MRI image synthesis via adversarial network with iterative multi-scale fusion

(2021) Yanmei Luo et al.   NEUROCOMPUTING

Semi-supervised NPC segmentation with uncertainty and attention guided consistency

(2021) Lin Hu et al.   KNOWLEDGE-BASED SYSTEMS

Adaptive rectification based adversarial network with spectrum constraint for high-quality PET image synthesis

(2021) Yanmei Luo et al.   MEDICAL IMAGE ANALYSIS

Multi-constraint generative adversarial network for dose prediction in radiotherapy

(2021) Bo Zhan et al.   MEDICAL IMAGE ANALYSIS

A Transfer‐Learning Approach for Accelerated MRI Using Deep Neural Networks

(2020) Salman Ul Hassan Dar et al.   MAGNETIC RESONANCE IN MEDICINE

Simultaneous use of individual and joint regularization terms in compressive sensing: Joint reconstruction of multi‐channel multi‐contrast MRI acquisitions

(2020) Emre Kopanoglu et al.   NMR IN BIOMEDICINE

Deep Learning of Imaging Phenotype and Genotype for Predicting Overall Survival Time of Glioblastoma Patients

(2020) Zhenyu Tang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Prior-Guided Image Reconstruction for Accelerated Multi-Contrast MRI via Generative Adversarial Networks

(2020) Salman U.H. Dar et al.   IEEE Journal of Selected Topics in Signal Processing

Ea-GANs: Edge-Aware Generative Adversarial Networks for Cross-Modality MR Image Synthesis

(2019) Biting Yu 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

Disentangled representation learning in cardiac image analysis

(2019) Agisilaos Chartsias et al.   MEDICAL IMAGE ANALYSIS

Medical Image Synthesis with Deep Convolutional Adversarial Networks

(2018) Dong Nie et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Model-Based Generation of Large Databases of Cardiac Images: Synthesis of Pathological Cine MR Sequences From Real Healthy Cases

(2018) Nicolas Duchateau et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Multimodal MR Synthesis via Modality-Invariant Latent Representation

(2018) Agisilaos Chartsias et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

3D conditional generative adversarial networks for high-quality PET image estimation at low dose

(2018) Yan Wang et al.   NEUROIMAGE

A New Multi-Atlas Registration Framework for Multimodal Pathological Images Using Conventional Monomodal Normal Atlases

(2018) Zhenyu Tang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth

(2018) Yuankai Huo et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

3D Auto-Context-Based Locality Adaptive Multi-Modality GANs for PET Synthesis

(2018) Yan Wang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Random forest regression for magnetic resonance image synthesis

(2017) Amod Jog et al.   MEDICAL IMAGE ANALYSIS

Deep auto-context convolutional neural networks for standard-dose PET image estimation from low-dose PET/MRI

(2017) Lei Xiang et al.   NEUROCOMPUTING

Estimating CT Image From MRI Data Using Structured Random Forest and Auto-Context Model

(2016) Tri Huynh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

(2015) Bjoern H. Menze et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

MR image synthesis by contrast learning on neighborhood ensembles

(2015) Amod Jog et al.   MEDICAL IMAGE ANALYSIS

ABSORB: Atlas building by self-organized registration and bundling

(2010) Hongjun Jia et al.   NEUROIMAGE

Multimodality image registration by maximization of quantitative–qualitative measure of mutual information

(2007) Hongxia Luan et al.   PATTERN RECOGNITION