Ultra-sensitive surface plasmon resonance sensor integrating MXene (Ti3C2TX) and graphene for advanced carcinoembryonic antigen detection DOI Creative Commons

Ali Khodaie,

Hamid Heidarzadeh

Scientific Reports, Год журнала: 2025, Номер 15(1)

Опубликована: Апрель 19, 2025

Carcinoembryonic antigen (CEA) is a critical biomarker for diagnosing and monitoring cancers such as liver, colon, breast cancer. This study presents highly sensitive surface plasmon resonance (SPR) sensor incorporating 2D materials-graphene MXene (Ti3C2TX)- in Kretschmann configuration. The sensor, comprising BK7 prism, gold (Au), graphene, aluminum oxide (Al₂O₃), MXene, optimized detecting CEA aqueous solutions with high precision. performance of the proposed was evaluated using finite difference time domain (FDTD) numerical method, focusing on key parameters sensitivity figure merit (FOM). Operating at wavelength 633 nm, achieved an exceptional 163.63 deg/RIU FOM 17.52 RIU⁻¹, marking significant improvement over previously reported SPR biosensors. Comparative analysis further underscores superior this design, establishing it cutting-edge tool applications biosensing, medical diagnostics, food safety, environmental monitoring. offers potential real-world applications, including clinical diagnostics early cancer detection, safety monitoring, sensing.

Язык: Английский

High-Sensitivity Graphene-Gold Metasurface Optical Biosensor for Early Melanoma Detection Optimized with Machine Learning Using a One-Dimensional Convolutional Neural Network and Binary Encoding DOI
Jacob Wekalao, Ahmed Mehaney,

Nassir Saad Alarifi

и другие.

Physica E Low-dimensional Systems and Nanostructures, Год журнала: 2025, Номер unknown, С. 116214 - 116214

Опубликована: Фев. 1, 2025

Язык: Английский

Процитировано

7

High-Efficiency Broadband Solar Absorber Based on Graphene/YBCO/LaAlO₃/Ti for Enhanced Solar Thermal Performance Using Random Forest Regression DOI
Jacob Wekalao

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Март 5, 2025

Язык: Английский

Процитировано

5

Graphene Metasurface-Based Surface Plasmon Resonance Biosensor for Rapid COVID-19 Detection with Machine Learning Optimization DOI
Jacob Wekalao

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Март 12, 2025

Язык: Английский

Процитировано

4

Design and Optimization of a Graphene-Enhanced Plasmonic Sensor with Machine Learning Integration for Organic Compound Detection in Wastewater DOI
Jacob Wekalao

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Март 5, 2025

Язык: Английский

Процитировано

4

Highly Sensitive Malaria Detection Using a Graphene-Coated Dual Circular Ring Resonator Biosensor with behaviour Prediction based on Stacking Ensemble DOI
Jacob Wekalao, Stephen Maina Njoroge, Oumaymah Elamri

и другие.

Physics Letters A, Год журнала: 2025, Номер unknown, С. 130398 - 130398

Опубликована: Фев. 1, 2025

Язык: Английский

Процитировано

3

High-Sensitivity Terahertz Gas Sensor Using Graphene-Enhanced Metasurfaces with Machine Learning Optimization DOI
Jacob Wekalao

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Март 14, 2025

Язык: Английский

Процитировано

2

Enhanced Terahertz Graphene Metasurface Biosensor for Early Breast Cancer Detection with Machine Learning Optimization Based on Locally Weighted Linear Regression DOI
Jacob Wekalao

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Март 22, 2025

Язык: Английский

Процитировано

1

Design and Optimization of a Graphene-Enhanced Terahertz Metasurfaces Surface Plasmon Resonance Biosensor with Multi-Material Architecture for Cancer Detection Integrating 1D-CNN Machine Learning for Performance Prediction and Analysis DOI
Jacob Wekalao, Hussein A. Elsayed, Ahmed M. El‐Sherbeeny

и другие.

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Март 25, 2025

Язык: Английский

Процитировано

0

Dual-Resonator MXene Metasurface-Based Gas Sensor with Machine Learning-Enhanced Surface Plasmon Resonance Detection DOI
Jacob Wekalao, Oumaymah Elamri

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Март 29, 2025

Язык: Английский

Процитировано

0

Enhanced Malaria Detection Using a Hybrid Borophene-Based Terahertz Biosensor with Random Forest Regression Analysis DOI
Jacob Wekalao, Stephen Maina Njoroge, Oumaymah Elamri

и другие.

Brazilian Journal of Physics, Год журнала: 2025, Номер 55(3)

Опубликована: Апрель 3, 2025

Язык: Английский

Процитировано

0