142 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Chinese Academy of Medical Sciences & Peking Union Medical CollegeCN20 papers
- Peking UniversityCN3 papers
- Renmin University of ChinaCN3 papers
- Canon (Japan)JP2 papers
- Capital Medical UniversityCN2 papers
- China-Japan Friendship HospitalCN2 papers
- Chinese Academy of SciencesCN2 papers
- New York UniversityUS2 papers
- Shanghai Jiao Tong UniversityCN2 papers
- University of Electronic Science and Technology of ChinaCN2 papers
- Adobe Systems (United States)US1 paper
- Africa Health Research InstituteZA1 paper
4 papers · 1 filter
OutbreakFlow: Model-based Bayesian inference of disease outbreak dynamics with invertible neural networks and its application to the COVID-19 pandemics in Germany
Stefan T. Radev, Frederik Graw, Simiao Chen +4
Mathematical models in epidemiology are an indispensable tool to determine the dynamics and important characteristics of infectious diseases. Apart from their scientific merit, the…
Weakly Supervised Vessel Segmentation in X-ray Angiograms by Self-Paced Learning from Noisy Labels with Suggestive Annotation
Jingyang Zhang, Guotai Wang, Hongzhi Xie +4
The segmentation of coronary arteries in X-ray angiograms by convolutional neural networks (CNNs) is promising yet limited by the requirement of precisely annotating all pixels in…
SuperDTI: Ultrafast diffusion tensor imaging and fiber tractography with deep learning
Hongyu Li, Zifei Liang, Chaoyi Zhang +9
Purpose: To propose a deep learning-based reconstruction framework for ultrafast and robust diffusion tensor imaging and fiber tractography. Methods: We propose SuperDTI to learn t…
Encoding Metal Mask Projection for Metal Artifact Reduction in Computed Tomography
Yuanyuan Lyu, Wei-An Lin, Haofu Liao +2
Metal artifact reduction (MAR) in computed tomography (CT) is a notoriously challenging task because the artifacts are structured and non-local in the image domain. However, they a…