Advanced FET-Compatible Graphene-Silver-Gold Multilayered High-Sensitivity Biosensor for Rapid COVID-19 Detection with Behavior Prediction
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OpenAlex topics: SARS-CoV-2 detection and testing · Biosensors and Analytical Detection · Advanced biosensing and bioanalysis techniques
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References (47)
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1. Adedoyin OB, Soykan E (2023) Covid-19 pandemic and online learning: the challenges and opportunities. Interact Learn Environ 31(2):863–875. https://doi.org/10.1080/10494820.2020.181318010.1080/10494820.2020.1813180 ↗
2. Ahorsu DK, Lin CY, Imani V, Saffari M, Griffiths MD, Pakpour AH (2022) The fear of COVID-19 scale: development and initial validation. Int J Ment Health Addict 20(3):1537–1545. https://doi.org/10.1007/s11469-020-00270-810.1007/s11469-020-00270-8 ↗
3. Yıldırım M, Akgül Ö, Geçer E (2022) The effect of COVID-19 anxiety on general health: the role of COVID-19 coping. Int J Ment Health Addict 20(2):1110–1121. https://doi.org/10.1007/s11469-020-00429-310.1007/s11469-020-00429-3 ↗
4. Huang X, Wei F, Hu L, Wen L, Chen K (2020) Epidemiology and clinical characteristics of COVID-19. Arch Iran Med 23(4):268–271. https://doi.org/10.34172/aim.2020.0910.34172/aim.2020.09 ↗
5. Li Y et al (2020) Stability issues of RT-PCR testing of SARS-CoV-2 for hospitalized patients clinically diagnosed with COVID-19. J Med Virol 92(7):903–908. https://doi.org/10.1002/jmv.2578610.1002/jmv.25786 ↗
6. Adams G (2020) A beginner’s guide to RT-PCR, qPCR and RT-qPCR. Neuronal Signal 42(3):48–53
7. Wekalao J (2025) Graphene metasurface ‑ based surface plasmon resonance biosensor for rapid COVID ‑ 19 detection with machine learning optimization. Plasmonics 123456789. https://doi.org/10.1007/s11468-025-02885-w10.1007/s11468-025-02885-w ↗
8. Wekalao J, Mandela N, Kumar A, Sujatha S, Dharani V, Poornima R (2024) Graphene metasurface based biosensor for COVID ‑ 19 detection in the terahertz regime with machine learning optimization using K ‑ nearest neighbours regression. Plasmonics 123456789. https://doi.org/10.1007/s11468-024-02686-710.1007/s11468-024-02686-7 ↗
9. Elsayed HA et al (2025) Graphene metasurfaces biosensor for COVID-19 detection in the infra- red regime. 1–26. https://doi.org/10.1038/s41598-025-92991-w10.1038/s41598-025-92991-w ↗
10. Rabaan AA et al. (2021) Viral dynamics and real-time RT-PCR CT values correlation with disease severity in covid-19. Diagnostics 11(6). https://doi.org/10.3390/diagnostics1106109110.3390/diagnostics11061091 ↗
11. Jacob NP, Ashokkumar W, Patel NSK (2024) Design and analysis of a plasmonic metasurface ‑ based graphene sensor for highly sensitive and label ‑ free detection of COVID ‑ 19 biomarkers. Plasmonics 123456789. https://doi.org/10.1007/s11468-024-02442-x10.1007/s11468-024-02442-x ↗
12. Baz A, Wekalao J, Mandela N, Patel SK (2024) Design and performance evaluation of machine learning-based terahertz metasurface chemical sensor. IEEE Trans Nanobiosci PP 1. https://doi.org/10.1109/TNB.2024.345337210.1109/TNB.2024.3453372 ↗
13. Mahalakshmi BRP, Wekalao J, Raja MR (2025) Ultra ‑ efficient broadband tungsten plasmonic solar absorber optimized by stacking ensemble machine learning for thermal energy harvesting. 123456789. https://doi.org/10.1007/s11468-025-03081-610.1007/s11468-025-03081-6 ↗
14. Wekalao J et al. (2025) Highly responsive graphene ‑ integrated metasurface surface plasmon resonance sensor augmented with Ag ‑ Au ‑ SiO ₂ nanostructures and machine learning for advanced biomedical diagnostics. Plasmonics. https://doi.org/10.1007/s11468-025-03060-x10.1007/s11468-025-03060-x ↗
15. Jacob RM, Amuthakkannan W (2025) AI ‑ driven non ‑ invasive glucose sensing using a graphene – metal hybrid terahertz metasurface SPR biosensor. Plasmonics 123456789. https://doi.org/10.1007/s11468-025-03041-010.1007/s11468-025-03041-0 ↗
16. Prabha J, Kumaravel A, Jacob K, Amuthakkannan W (2025) Artificial intelligence-enhanced terahertz metasurface biosensor for breast cancer biomarker detection. Plasmonics. https://doi.org/10.1007/s11468-025-03051-y10.1007/s11468-025-03051-y ↗
17. Yesudasu V, Pradhan HS, Pandya RJ (2021) Recent progress in surface plasmon resonance based sensors: a comprehensive review. Heliyon 7(3). https://doi.org/10.1016/j.heliyon.2021.e0632110.1016/j.heliyon.2021.e06321 ↗
18. Topor CV, Puiu M, Bala C (2023) Strategies for surface design in surface plasmon resonance (SPR) sensing. Biosensors 13(4). https://doi.org/10.3390/bios1304046510.3390/bios13040465 ↗
19. Das S, Devireddy R, Gartia MR (2023) Surface Plasmon Resonance (SPR) sensor for cancer biomarker detection. Biosensors 13(3). https://doi.org/10.3390/bios1303039610.3390/bios13030396 ↗
20. Capelli D, Scognamiglio V, Montanari R (2023) Surface plasmon resonance technology: recent advances, applications and experimental cases. TrAC - Trends Anal Chem 163. https://doi.org/10.1016/j.trac.2023.11707910.1016/j.trac.2023.117079 ↗
21. Li H, Wang S, Chi H, Li C (2024) Photocatalytic water splitting driven by surface plasmon resonance. ChemPhotoChem 8(1). https://doi.org/10.1002/cptc.20230004910.1002/cptc.202300049 ↗
22. Dhandapani G, Porchelvi N, Arun Kumar U et al (2025) Design and development of graphene-based C-shaped silicon-MgF2-silicon materials surface plasmon resonance biosensor for cervical cancer detection. Plasmonics. https://doi.org/10.1007/s11468-025-02958-w10.1007/s11468-025-02958-w ↗
23. Rampriya B, Elshafie H, Mubarakali A et al (2025) Sensitivity enhancement of surface plasmon resonance sensor for NO2 and CO2 gas detection. Plasmonics. https://doi.org/10.1007/s11468-025-02806-x10.1007/s11468-025-02806-x ↗
24. Vaijayanthimala J, Kumar A (2024) Enhanced sensing of diseased blood samples through one-dimensional MgO-SiO2 photonic crystal sensor. J Electrochem Soc 171(10):107505. https://doi.org/10.1149/1945-7111/ad830d10.1149/1945-7111/ad830d ↗
25. Mahalakshmi R et al (2024) Optimization of optical biosensor based on 1d photonic crystals with metaheuristic algorithms for measuring glucose concentration. ECS J Solid State Sci Technol 13(7):07701210.1149/2162-8777/ad6637 ↗
26. Kamani T, Patel SK, Kumar UA et al (2024) Design and analysis of efficient refractive index biosensor for detection of Mycobacterium tuberculosis. Opt Quant Electron 56:1251. https://doi.org/10.1007/s11082-024-07143-710.1007/s11082-024-07143-7 ↗
27. Venkatesh M, Parthasarathy P, Kumar UA (2024) Surface potential analysis of dual material gate silicon-based ferroelectric TFET for biosensing application. ECS J Solid State Sci Technol 13(1):01700110.1149/2162-8777/ad1ac8 ↗
28. Akinwande D et al (2019) Graphene and two-dimensional materials for silicon technology. Nature 573:507–518. https://doi.org/10.1038/s41586-019-1573-810.1038/s41586-019-1573-8 ↗
29. Seo G et al (2020) Rapid detection of COVID-19 using a field-effect transistor–based biosensor. ACS Nano 14:5135–5142. https://doi.org/10.1021/acsnano.0c0282310.1021/acsnano.0c02823 ↗
30. Mannoor MS et al (2022) Graphene-based biosensors for disease diagnosis. ACS Nano 16:1304–1325. https://doi.org/10.1021/acsnano.1c0867710.1021/acsnano.1c08677 ↗
31. Sathiya R, Lakshmi R, Arun Kumar U et al (2025) High-sensitivity graphene-metasurface THz biosensor for label-free cancer cell detection with XG boost regression optimization. Plasmonics. https://doi.org/10.1007/s11468-025-03079-010.1007/s11468-025-03079-0 ↗
32. Kamani T, Patel SK, Natraj NA et al (2025) Design and optimization of surface plasmon resonance refractive index biosensor for early determination of blood cancer and adrenal cancer. Plasmonics. https://doi.org/10.1007/s11468-025-02868-x10.1007/s11468-025-02868-x ↗
33. Hu Y et al (2023) CMOS-compatible THz detectors and their applications in biosensing. IEEE J Solid-State Circuits 58(1):192–205. https://doi.org/10.1109/JSSC.2022.320119010.1109/JSSC.2022.3201190 ↗
34. Wekalao J, Sillanpää M, Al S, Aravind FJ (2025) High - sensitivity MXene - copper - graphene metasurface for precision salinity sensing with machine learning optimization. Opt Quantum Electron. https://doi.org/10.1007/s11082-025-08249-210.1007/s11082-025-08249-2 ↗
35. Aggarwal K, Wekalao J, Rajakannu A (2025) A trimodal 2D metasurface biosensor with Bayesian regression for ultra ‑ sensitive cancer biomarker detection. Plasmonics 123456789. https://doi.org/10.1007/s11468-025-03033-010.1007/s11468-025-03033-0 ↗
36. Jacob NS, Amuthakkannan W (2025) VLSI ‑ integrated CMOS ‑ compatible high ‑ performance terahertz metasurface biosensor for dual ‑ mode detection of cancer and malaria with machine learning optimization. Plasmonics 123456789. https://doi.org/10.1007/s11468-025-03042-z10.1007/s11468-025-03042-z ↗
37. Wekalao J, Mehaney A, Saad N, Abukhadra MR, Elsayed HA, Rajakannu A (2025) Physica E : low-dimensional systems and nanostructures advanced THz metasurface biosensor for label-free amino acid detection optimized with stacking ensemble algorithm. 172(April). https://doi.org/10.1016/j.physe.2025.11628710.1016/j.physe.2025.116287 ↗
38. Patel SK et al (2022) Encoding and tuning of THz metasurface-based refractive index sensor with behavior prediction using XGBoost regressor. IEEE Access 10:24797–24814. https://doi.org/10.1109/ACCESS.2022.315438610.1109/ACCESS.2022.3154386 ↗
39. Karki B, Uniyal A, Sharma M, Yadav RB, Buduma P (2024) Tuning sensitivity of bimetallic, MXene and graphene-based SPR biosensors for rapid malaria detection: a numerical approach. J Comput Electron 23(4):920–92910.1007/s10825-024-02191-4 ↗
40. Bouandas H, Slimani Y, Alanazi FK, Fatmi M, Chihi T, Djemli A (2024) Detection of tuberculosis using palladium -tantalum diselenide (Pd-TaSe2) bases SPR biosensor. J Opt. https://doi.org/10.1007/s12596-024-02088-210.1007/s12596-024-02088-2 ↗
41. Phiri IK, Zekriti M (2024) Sensitivity and performance enhancement of an SPR biosensor using a gold-silver alloy, zinc oxide and graphene. Opt Quant Electron 56(8):1–23. https://doi.org/10.1007/s11082-024-07227-410.1007/s11082-024-07227-4 ↗
42. Almawgani AHM et al (2023) A graphene-metasurface-inspired optical sensor for the heavy metals detection for efficient and rapid water treatment. Photonics 10(1). https://doi.org/10.3390/photonics1001005610.3390/photonics10010056 ↗
43. Das S, Nella A, Patel SK (2022) Terahertz devices, circuits and systems: materials, methods and applications. https://doi.org/10.1007/978-981-19-4105-410.1007/978-981-19-4105-4 ↗
44. Wekalao J et al (2025) Diamond & related materials gradient boosting-assisted polarization independent SPR biosensor for multiplexed diagnostics and behavioural prediction. 157(May). https://doi.org/10.1016/j.diamond.2025.11253910.1016/j.diamond.2025.112539 ↗
45. Karuppasamy P, Murugesan D, Wekalao J (2025) Design and optimization of a hybrid graphene-copper terahertz metasurfaces biosensor for high- sensitivity malaria detection : integration of machine learning for performance enhancement and binary encoding applications. Plasmonics 2:123456789. https://doi.org/10.1007/s11468-025-03099-w10.1007/s11468-025-03099-w ↗
46. Wekalao J, Prabakaran SPP (2025) Graphene ‑ integrated multiresonator architecture with machine learning enhancement for enhanced isoquercitrin detection system in phytopharmaceutical formulations. Plasmonics.https://doi.org/10.1007/s11468-025-03034-z10.1007/s11468-025-03034-z ↗
47. Jacob PU, Kumaravel W (2025) High ‑ sensitivity amino acid sensing using machine learning ‑ optimized graphene ‑ gold ‑ silver metasurface ‑ based surface plasmon resonance biosensor in the terahertz regime. Plasmonics 123456789. https://doi.org/10.1007/s11468-025-03102-410.1007/s11468-025-03102-4 ↗