Ms. Chen Niu Profile

Chen Niu

at Shanghai Institute of Technology

SPIE Involvement:

Author

Publications (5)

Proceedings Article | 13 July 2024 Paper

Diagnosis of Pathological myopia using vision transformer based on fundus color photography

Jiaqing Zhao, Liming Li, Cuixia Dai, Yuchen Wang, Zenan Zhou, Huanhaun Yu, Chen Niu

Proceedings Volume 13208, 1320816 (2024) https://doi.org/10.1117/12.3036819

KEYWORDS: Photography, Transformers, Visual process modeling, Diagnostics, Data modeling, Diseases and disorders, Education and training, Matrices

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Proceedings Article | 3 April 2024 Paper

Fast endoscopic OCTA imaging in mouse rectum using proximal scanning catheter

Chen Niu, Zehua Guan, Wenjuan Wu, Zhikai Zhu, Cuixia Dai

Proceedings Volume 12830, 128300E (2024) https://doi.org/10.1117/12.3002068

KEYWORDS: Endoscopy, Optical coherence tomography, Rectum, Tissues, Biological imaging, Imaging systems, Image registration, Biological samples, Reflection, Data acquisition

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In recent years, endoscopic optical coherence tomography (OCT) has garnered widespread attention for non-invasive advantages in achieving three-dimensional visualization of internal organ cavities. In early-stage lesions, microvascular alterations occur before morphological tissue changes. Therefore, utilizing endoscopic OCTA for the detection of superficial capillaries serves as an adjunctive method for early disease screening. About ten years ago, the advantages of high-speed and stable operation of distal motorized catheters enabled the realization of endoscopic OCTA. However, the internal micro-motors lead to a larger outer diameter of distal imaging catheters, which restricts their clinical applicability for monitoring diseases in narrow luminal structures. Consequently, proximal imaging catheters, with their smaller size, have found its wide application in the commercial arena. However, due to limitations in external motor speed and susceptibility to external vibrations, there were no reports of proximal imaging catheters achieving endoscopic OCTA for a long time. Recently, we proposed the MB-scan scheme to mitigate the impact of external motion artifacts and achieve endoscopic OCTA based on a proximal catheter. The Singular Value Decomposition (SVD) algorithm was employed to eliminate static tissue information and obtain en face OCTA images of the murine rectum. In this study, we proposed a fast endoscopic OCTA using proximal scanning catheter based on B-scan scheme and a customed image registration algorithm. Image registration based on the similarity between adjacent B-scan frames was utilized to reduce the impact of external motor vibrations and improve image quality. Based on the registered images at the same scanning position, the speckle variance (SVAR) algorithm was employed to calculate variation of OCT intensity signals. Finally, en face OCTA images were generated. Collecting data from the mouse rectum, endoscopic OCTA images were obtained from the registered data using the SVAR algorithm.

Proceedings Article | 27 November 2023 Poster + Paper

Fast endoscopic OCTA imaging using proximal scanning catheter

Chen Niu, Zehua Guan, Huanhuan Yu, Teng Ma, Cuixia Dai

Proceedings Volume 12770, 127703F (2023) https://doi.org/10.1117/12.2689123

KEYWORDS: Endoscopy, Optical coherence tomography, Visualization, Biological imaging, Tissues, Singular value decomposition, Signal intensity, Imaging systems, Image registration, Video surveillance

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