Multi-Scale Transformer Network With Edge-Aware Pre-Training for Cross-Modality MR Image Synthesis

Flexible Fusion Network for Multi-Modal Brain Tumor Segmentation

(2023) Hengyi Yang et al.   IEEE Journal of Biomedical and Health Informatics

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

(2021) Yanmei Luo et al.   NEUROCOMPUTING

Segmentation of Multi-Modal MRI Brain Tumor Sub-Regions Using Deep Learning

(2020) B. Srinivas et al.   Journal of Electrical Engineering & Technology

Synthesized 7T MRI from 3T MRI via deep learning in spatial and wavelet domains

(2020) Liangqiong Qu et al.   MEDICAL IMAGE ANALYSIS

Dual-Sampling Attention Network for Diagnosis of COVID-19 From Community Acquired Pneumonia

(2020) Xi Ouyang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT Images

(2020) Deng-Ping Fan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Sample-Adaptive GANs: Linking Global and Local Mappings for Cross-Modality MR Image Synthesis

(2020) Biting Yu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Enhancing the feature representation of multi-modal MRI data by combining multi-view information for MCI classification

(2020) Jin Liu et al.   NEUROCOMPUTING

Hi-Net: Hybrid-Fusion Network for Multi-Modal MR Image Synthesis

(2020) Tao Zhou et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis

(2020) Jianbo Jiao et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

(2019) Biting Yu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Latent Representation Learning for Alzheimer’s Disease Diagnosis With Incomplete Multi-Modality Neuroimaging and Genetic Data

(2019) Tao Zhou et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Self-supervised learning for medical image analysis using image context restoration

(2019) Liang Chen et al.   MEDICAL IMAGE ANALYSIS

Medical Image Synthesis with Deep Convolutional Adversarial Networks

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

Interleaved 3D-CNNs for joint segmentation of small-volume structures in head and neck CT images

(2018) Xuhua Ren et al.   MEDICAL PHYSICS

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

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

ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI

(2017) Oskar Maier et al.   MEDICAL IMAGE ANALYSIS

Multi-modal classification of Alzheimer's disease using nonlinear graph fusion

(2017) Tong Tong et al.   PATTERN RECOGNITION

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

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

Hierarchical fusion of features and classifier decisions for Alzheimer's disease diagnosis

(2013) Manhua Liu et al.   HUMAN BRAIN MAPPING

Altered structural connectivity in neonates at genetic risk for schizophrenia: A combined study using morphological and white matter networks

(2012) Feng Shi et al.   NEUROIMAGE

Iterative multi-atlas-based multi-image segmentation with tree-based registration

(2011) Hongjun Jia et al.   NEUROIMAGE