Low-Attenuation Noncalcified Plaque on Coronary Computed Tomography Angiography Predicts Myocardial Infarction

Michelle C. Williams, Jacek Kwieciński, Mhairi Doris, +23

Circulation

Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge

Xiahai Zhuang, Lei Li, Christian Payer, +30

Medical Image Analysis

Pericoronary Adipose Tissue Attenuation, Low-Attenuation Plaque Burden, and 5-Year Risk of Myocardial Infarction

Evangelos Tzolos, Michelle C. Williams, Priscilla McElhinney, +24

JACC. Cardiovascular imaging

ObesityMetabolic SyndromeLow-attenuation Plaque BurdenVascular DiseaseBody Composition +11

SaliencyGAN: Deep Learning Semisupervised Salient Object Detection in the Fog of IoT

Chengjia Wang, Shizhou Dong, Xiaofeng Zhao, +3

IEEE Transactions on Industrial Informatics

DiCyc: GAN-based deformation invariant cross-domain information fusion for medical image synthesis

Chengjia Wang, Guang Yang, Giorgos Papanastasiou, +5

Information Fusion

Relative DeformationsEngineeringMulti-image FusionBiomedical EngineeringDomain-specific Deformations +16

Industrial Cyber-Physical Systems-Based Cloud IoT Edge for Federated Heterogeneous Distillation

Chengjia Wang, Guang Yang, Giorgos Papanastasiou, +3

IEEE Transactions on Industrial Informatics

Learning to synthesise the ageing brain without longitudinal data

Tian Xia, Agisilaos Chartsias, Chengjia Wang, +1

Medical Image Analysis

Ageing BrainCognitive ScienceComputational NeuroscienceCortical RemodelingNeuroinformatics +5

A two-stage 3D Unet framework for multi-class segmentation on full resolution image

Chengjia Wang, Tom MacGillivray, Gillian Macnaught, +2

arXiv (Cornell University)

Convolutional Neural NetworkImage Super-resolution CnnMachine LearningEngineeringTwo-stage 3D +24

MV-RAN: Multiview recurrent aggregation network for echocardiographic sequences segmentation and full cardiac cycle analysis

Ming Li, Chengjia Wang, Heye Zhang, +1

Computers in Biology and Medicine

Recurrent Neural NetworkEngineeringMachine LearningMedical ImagingData Science +9

Sex-Specific Computed Tomography Coronary Plaque Characterization and Risk of Myocardial Infarction

Michelle C. Williams, Jacek Kwieciński, Mhairi Doris, +23

JACC. Cardiovascular imaging

Coronary Heart DiseaseCardiovascular DiseaseAtherosclerosisMyocardial InfarctionAcute Myocardial Infarction +7