Jiabin Xia

发表

Analysis and classification of oral tongue squamous cell carcinoma based on Raman spectroscopy and convolutional neural networks

M. Dong, Lianqing Zhu, Xiaoping Lou, 2020, Journal of Modern Optics.

Performance analysis and small signal identification of time-resolved stand-off Raman spectroscopy system

M. Dong, Lianqing Zhu, Xiaoping Lou, 2019, Vibrational Spectroscopy.

Diverse spectral band-based deep residual network for tongue squamous cell carcinoma classification using fiber optic Raman spectroscopy.

Lianqing Zhu, Guangkai Sun, Jiabin Xia, 2020, Photodiagnosis and photodynamic therapy.

Deep Learning Methods for Oral Cancer Detection Using Raman Spectroscopy

Jiabin Xia, Mingxin Yu, Zhihui Zhu, 2023, SSRN Electronic Journal.

Diverse Region-Based CNN for Tongue Squamous Cell Carcinoma Classification With Raman Spectroscopy

Mingxin Yu, Jiabin Xia, Lianqing Zhu, 2020, IEEE Access.

Deep convolutional neural networks for tongue squamous cell carcinoma classification using Raman spectroscopy.

Tao Zhang, Xiaoping Lou, Mingli Dong, 2019, Photodiagnosis and photodynamic therapy.

A Deep Learning Algorithm Adpnet for Strain and Temperature Decoupling of Fiber Bragg Gratings

M. Dong, Lianqing Zhu, Jiabin Xia, 2023, Social Science Research Network.

A method to improve the computational performance of nonlinear all—optical diffractive deep neural network model

M. Dong, Jiabin Xia, Mingxin Yu, 2023, International Journal of Optomechatronics.

Tongue squamous cell carcinoma discrimination with Raman spectroscopy and convolutional neural networks

Tao Zhang, Lianqing Zhu, Mingxin Yu, 2019, Vibrational Spectroscopy.

Overlapped spectral demodulation of fiber Bragg grating using convolutional time-domain audio separation network

Jiabin Xia, Mingxin Yu, Chao Deng, 2023, Optical Engineering: The Journal of SPIE.

Modeling and simulation of all-optical diffractive neural network based on non-linear optical materials

M. Dong, Lianqing Zhu, Jiabin Xia, 2021, Optics Letters.

Nonlinear All-Optical Diffractive Deep Neural Network with 10.6 μm Wavelength for Image Classification

M. Dong, Lianqing Zhu, Xu Zhang, 2021 .

Deep multi-feature fusion residual network for oral squamous cell carcinoma classification and its intelligent system using Raman spectroscopy

Wanquan Liu, Rixing Jing, Jiabin Xia, 2023, Biomed. Signal Process. Control..