Xuedian R. Zhang

Key Laboratory Of Optical Technology And Instrument For Medicine
Shanghai, 200093, China

Last Updated: 09/26/2026

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Found 40 publications

A transformer and 3D CNN-based feature fusion network with interpretable ability for Raman spectra analysis: improving the diagnosis of thyroid cancer.

A transformer and 3D CNN-based feature fusion network with interpretable ability for Raman spectra analysis: improving the diagnosis of thyroid cancer.

Journal: Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy

Published: November 11, 2025

SERS mapping combined with explainable deep learning for exosome analysis to enhance lung cancer detection.

SERS mapping combined with explainable deep learning for exosome analysis to enhance lung cancer detection.

Journal: The Analyst

Published: August 27, 2025

Ring-core fiber-based coupling and amplification of OAM modes: realizing efficient second-to-first and second-to-second order mode conversion.

Ring-core fiber-based coupling and amplification of OAM modes: realizing efficient second-to-first and second-to-second order mode conversion.

Journal: Optics express

Published: August 13, 2025

LCNet: lightweight segmentation network for blood vessel segmentation in retinal imaging.

LCNet: lightweight segmentation network for blood vessel segmentation in retinal imaging.

Journal: Medical engineering & physics

Published: July 31, 2025

Deep Learning-driven Microfluidic-SERS to Characterize the Heterogeneity in Exosomes for Classifying Non-Small Cell Lung Cancer Subtypes.

Deep Learning-driven Microfluidic-SERS to Characterize the Heterogeneity in Exosomes for Classifying Non-Small Cell Lung Cancer Subtypes.

Journal: ACS sensors

Published: April 01, 2025

Dual-wavelength multiplexed metasurface holography based on two-photon polymerization lithography.

Dual-wavelength multiplexed metasurface holography based on two-photon polymerization lithography.

Journal: Nanophotonics (Berlin, Germany)

Published: December 02, 2024

MXene-based SERS spectroscopic analysis of exosomes for lung cancer differential diagnosis with deep learning.

MXene-based SERS spectroscopic analysis of exosomes for lung cancer differential diagnosis with deep learning.

Journal: Biomedical optics express

Published: November 07, 2024

Monitoring nap deprivation-induced fatigue using fNIRS and deep learning.

Monitoring nap deprivation-induced fatigue using fNIRS and deep learning.

Journal: Cognitive neurodynamics

Published: October 16, 2024

SERS based determination of ceftriaxone, ampicillin, and vancomycin in serum using WS2/Au@Ag nanocomposites and a 2D-CNN regression model.

SERS based determination of ceftriaxone, ampicillin, and vancomycin in serum using WS2/Au@Ag nanocomposites and a 2D-CNN regression model.

Journal: Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy

Published: October 14, 2024

Efficient knowledge distillation and alignment for improved KB-VQA.

Efficient knowledge distillation and alignment for improved KB-VQA.

Journal: Scientific reports

Published: July 17, 2024

Construction of a risk prediction model for diabetes after kidney transplantation based on genome-wide association study

Construction of a risk prediction model for diabetes after kidney transplantation based on genome-wide association study

Journal: Zhonghua yi xue za zhi

Published: January 08, 2024

Novel non-invasive method for urine mapping: Deep-learning-enabled SERS spectroscopy for the rapid differential detection of kidney allograft injury.

Novel non-invasive method for urine mapping: Deep-learning-enabled SERS spectroscopy for the rapid differential detection of kidney allograft injury.

Journal: Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy

Published: December 18, 2023

Showing 1-12 of 40

Last Updated: 09/26/2026