8 Papers
Peng Wu is an academic researcher from Shanghai Jiao Tong University. The author has contributed to research in topics: Medicine & Intravascular ultrasound. The author has an hindex of 3, co-authored 6 publications.
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Papers
Artificial intelligence and optical coherence tomography for the automatic characterisation of human atherosclerotic plaques.
Miao Chu,Haibo Jia,Juan Luis Gutiérrez-Chico,Akiko Maehara,Ziad A. Ali,Xiaoling Zeng,Luping He,Chen Zhao,Mitsuaki Matsumura,Peng Wu,Ming Zeng,Takashi Kubo,Bo Xu,Lianglong Chen,Bo Yu,Gary S. Mintz,William Wijns,Niels Ramsing Holm,Shengxian Tu +18 more
TL;DR: In this paper, a deep convolutional network with encoding-decoding architecture and pseudo-3D input was developed and trained using hybrid loss, which was integrated into commercial software to be externally validated on additional IVOCT pullbacks from three international core labs.
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Advances in Diagnosis, Therapy, and Prognosis of Coronary Artery Disease Powered by Deep Learning Algorithms
TL;DR: In this article , a review of the development of deep learning algorithms and their corresponding evaluation metrics together with their clinical applications is presented, where the authors discuss the advantages of using deep learning for precise diagnosis and tailored treatment for patients with coronary artery disease.
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Optical Flow Ratio for Assessing Stenting Result and Physiological Significance of Residual Disease.
Daixin Ding,Wei Yu,Hélène Tauzin,Giovanni Luigi De Maria,Peng Wu,Fan Yang,Rafail A. Kotronias,Dimitrios Terentes-Printzios,Mathias Wolfrum,Adrian P. Banning,Nicolas Meneveau,William Wijns,Shengxian Tu +12 more
TL;DR: In this paper, the authors evaluated the accuracy of optical flow ratio (OFR) in predicting post-percutaneous coronary intervention (PCI) FFR and evaluated the impact of stent expansion on within-stent OFR pressure drop.
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Reciprocal assistance of intravascular imaging in three-dimensional stent reconstruction: Using cross-modal translation based on disentanglement representation
TL;DR: In this paper , a cross-modal translation between OCT and IVUS images was performed to generate synthetic images with good stent consistency, where disentangled representation was employed to generate stent consistent images.
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Patent
method for processing blood vessel image, system, calculation device and storage medium
Tu Shengxian,Li Yingguang,Yu Wei,Peng Wu,Lai Qizhi,Chen Shuzhan +5 more
- 11 Aug 2020
TL;DR: In this article, a method for processing a blood vessel image was proposed, which comprises the following steps: acquiring image data of an interested blood vessel section, acquiring blood flow parameters of the interested blood vessels section, detecting and analyzing the image data, wherein the reference information comprises lumen contour parameters and medial membrane contours, and obtaining reference lumen information according to the mesomembrane contours parameters.