DEEPVESSEL FFR Clinical Studies

A 2-year Investigation of the Impact of the Computed Tomography-derived Fractional Flow Reserve Calculated Using a Deep Learning Algorithm on Routine Decision-making for Coronary Artery Disease Management
Liu X, Xukai Mo, Zhang H, Yang G, et al.
European Radiology, 2021.

Additional Value of Deep Learning Computed Tomographic Angiography-based Fractional Flow Reserve in Detecting Coronary Stenosis and Predicting Outcomes
Yang L, Qiu H, Zheng J, Yin Y, et al.
Acta Radiologica, 2021.

Learning Physical Properties in Complex Visual Scenes: An Intelligent Machine for Perceiving Blood Flow Dynamics from Static CT Angiography Imaging
Gao Z., Wang, X., Sun, S., Wu, D., Bai, J., Yin, Y., et al.
Neural Networks, 2020.

Learning Tree-structured Representation for 3D Coronary Artery Segmentation
Kong, B., Wang, X., Bai, J., Lu, Y., Gao, F., Cao, K., et al.
Computerized Medical Imaging and Graphics, 2020.

DeepCenterline: A Multi-task Fully Convolutional Network for Centerline Extraction
Guo Z., Bai, J., Lu, Y., Wang X., Cao K., et al.,
International Conference on Information Processing in Medical Imaging (IPMI), 2019.

Evaluation of Fractional Flow Reserve in Patients with Stable Angina: Can CT Compete with Angiography?
Liu, X., Wang, Y., Zhang, H., Yin, Y., Cao, K., et al.
European Radiology, 2019.

Automated Anatomical Labeling of Coronary Arteries via Bidirectional Tree LSTMs
Wu, D., Wang, X., Bai, J., Xu, X., Ouyang B., et al.
International Journal of Computer Assisted Radiology and Surgery, 2019.14: 271.

Precise Diagnosis of Intracranial Hemorrhage and Subtypes Using a Three-dimensional Joint Convolutional and Recurrent Neural Network
Ye H*, Gao F* (*Equal contribution), Yin Y, Guo D, Zhao P, et al., European Radiology, March 2019.

Diagnostic Accuracy of a Deep Learning Approach to Calculate FFR from Coronary CT Angiography
Wang, Z., Zhou, Y., Zhao, Y., Shi, D., Liu, Y., et al.
Journal of Geriatric Cardiology, 2019.

Hemodynamics Analysis of the Serial Stenotic Coronary Arteries
Liu, X., Peng, C., Xia, Y., et al.
Biomedical Engineering Online.16(1).127, 2017.

A Study of Noninvasive Fractional Flow Reserve Derived from a Simplified Method based on Coronary Computed Tomography Angiography in Suspected Coronary Artery Disease
Shi, C., Zhang, D., Cao, K., et al.
Biomedical Engineering Online.16(1).43, 2017.