Image Super-Resolution Using Dense Skip Connections

Tong Tong, Gen Li, Xiejie Liu, +1

Super-resolution ImagingConvolutional Neural NetworkSingle-image Super-resolution MethodsImage AnalysisMachine Learning +11

Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge

Geert Litjens, Róbert Tóth, Wendy van de Ven, +25

Medical Image Analysis

UrologyImage AnalysisMachine LearningMedical ImagingEngineering +10

Convolutional Neural Networks-Based MRI Image Analysis for the Alzheimer’s Disease Prediction From Mild Cognitive Impairment

Wei-Ming Lin, Tong Tong, Qinquan Gao, +7

Frontiers in Neuroscience

Convolutional Neural NetworkEngineeringAutoencodersAlzheimer ’Magnetic Resonance Imaging +17

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

Tong Tong, Katherine R. Gray, Qinquan Gao, +2

Pattern Recognition

EngineeringMachine LearningData ScienceFeature FusionPattern Recognition +7

Multiple instance learning for classification of dementia in brain MRI

Tong Tong, Robin Wolz, Qinquan Gao, +3

Medical Image Analysis

Neuroimaging BiomarkersInstance-based LearningMultiple Instance LearningAlzheimer's DiseaseMachine Learning +11

A Novel Grading Biomarker for the Prediction of Conversion From Mild Cognitive Impairment to Alzheimer's Disease

Tong Tong, Qinquan Gao, Ricardo Guerrero, +4

IEEE Transactions on Biomedical Engineering

Discriminative dictionary learning for abdominal multi-organ segmentation

Tong Tong, Robin Wolz, Zehan Wang, +6

Medical Image Analysis

EngineeringMachine LearningFinal SegmentationDiagnostic ImagingAbdominal Multi-organ Segmentation +14

NTIRE 2018 Challenge on Image Dehazing: Methods and Results

Cosmin Ancuți, Ruhao Zhao, Xiaoping Ma, +61

DeblurringHazy ImageMachine VisionImage AnalysisEngineering +9

Bidirectional Mapping of Brain MRI and PET With 3D Reversible GAN for the Diagnosis of Alzheimer’s Disease

Wanyun Lin, Wei-Ming Lin, Gang Chen, +5

Frontiers in Neuroscience

EngineeringMachine LearningAutoencodersModality DataBrain Mapping +21

HTC-Net: A hybrid CNN-transformer framework for medical image segmentation

Hui Tang, Yuanbin Chen, Tao Wang, +7

Biomedical Signal Processing and Control

Convolutional Neural NetworkMedical Image SegmentationImage AnalysisEngineeringMedical Imaging +8