Scholar
Chengjia Wang
Google Scholar ID: lwV4KfwAAAAJ
Heriot-Watt University
Citations & Impact
Citations
2,724
H-index
24
i10-index
38
Publications
20
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- - Low-attenuation non-calcified plaque on coronary CT angiography predicts myocardial infarction - results from the Multicenter SCOT-HEART trial, accepted by Circulation.
- - Launched a project about B-cell lymphoma, collaborating with Shuren University and Shulan Hospital.
- - FIRE: unsupervised bi-directional inter-modality registration using deep networks, under minor revision at CMIG.
- - A paper about zero-shot image segmentation, major revision at IEEE TMI.
- - A paper about brain aging synthesis, submitted to IEEE TMI.
- - Multiple papers published in MICCAI-MLMIR 2019, IEEE TII, Medical Image Analysis 2019, IEEE Access, PSMR 8th conference on PET/MR and SPECT/MR, etc.
Research Experience
- Machine Learning Research Fellow for Medical Imaging at BHF Centre for Cardiovascular Science, University of Edinburgh, UK.
Background
- Research Interests: Machine Learning in Medicine, Data Analysis, Computational Healthcare, Internet of Things. Focuses on the application of cutting-edge machine learning technology to medical data analysis and clinical decision-making, including object detection, segmentation, and quantification in medical images, as well as multimodal (e.g., image, genetic, and molecular data) fusion, simulation, cross-domain synthesis, lifelong learning for automatic diagnosis and treatment planning with imperfect data. Recently, his research has focused on the interpretability and generalizability of deep learning models.
Co-authors