Pei Ma

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

Last Updated: 09/26/2026

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Found 16 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

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

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

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

Self-assembly of Au nanocubes for ultrasensitive detection of Alzheimer's disease biomarkers by SERS.

Self-assembly of Au nanocubes for ultrasensitive detection of Alzheimer's disease biomarkers by SERS.

Journal: Analytical methods : advancing methods and applications

Published: November 16, 2023

CNN-assisted SERS enables ultra-sensitive and simultaneous detection of Scr and BUN for rapid kidney function assessment.

CNN-assisted SERS enables ultra-sensitive and simultaneous detection of Scr and BUN for rapid kidney function assessment.

Journal: Analytical methods : advancing methods and applications

Published: January 03, 2023

Rapid and ultrasensitive detection of acute kidney injury biomarkers CH3L1 and L-FABP using surface-enhanced Raman spectroscopy.

Rapid and ultrasensitive detection of acute kidney injury biomarkers CH3L1 and L-FABP using surface-enhanced Raman spectroscopy.

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

Published: October 13, 2022

Rapid Determination of Mixed Pesticide Residues on Apple Surfaces by Surface-Enhanced Raman Spectroscopy.

Rapid Determination of Mixed Pesticide Residues on Apple Surfaces by Surface-Enhanced Raman Spectroscopy.

Journal: Foods (Basel, Switzerland)

Published: March 04, 2022

Simultaneous and ultra-sensitive SERS detection of SLPI and IL-18 for the assessment of donor kidney quality using black phosphorus/gold nanohybrids.

Simultaneous and ultra-sensitive SERS detection of SLPI and IL-18 for the assessment of donor kidney quality using black phosphorus/gold nanohybrids.

Journal: Optics express

Published: February 25, 2022

Showing 1-12 of 16

Last Updated: 09/26/2026