Machine learning unveils surface refractive index dynamics in comb-like plasmonic optical fiber biosensors

H Fasseaux, M Loyez, C Caucheteur - Communications Engineering, 2024 - nature.com
The precise measurement of surface refractive index changes is crucial in biosensing,
providing insights into bioreceptors–analytes interactions. However, correlating intricate …

Structural design of biosensor: A review

J Lopez Dino - Instituto de Ingeniería y Tecnología, 2023 - cathi.uacj.mx
The basic elements in biosensors are the recognition element, reporting element, and
measuring device. The typical structure for the biosensing process to occur is the one where …

Improving biosensor accuracy and speed using dynamic signal change and theory-guided deep learning

J Zhang, P Srivatsa, FH Ahmadzai, Y Liu… - Biosensors and …, 2024 - Elsevier
False results and time delay are longstanding challenges in biosensing. While classification
models and deep learning may provide new opportunities for improving biosensor …

A novel hybrid model to predict concomitant diseases for Hashimoto's thyroiditis

PK Ataş - BMC bioinformatics, 2023 - Springer
Hashimoto's thyroiditis is an autoimmune disorder characterized by the destruction of thyroid
cells through immune-mediated mechanisms involving cells and antibodies. The condition …

Metasurface‐Driven and Nanomaterial‐Coupled Plasmonic Biosensor for the Rapid and Quantitative Clinical Identification of Neutralizing Antibodies against SARS …

R Li, Y Zhao, H Fan, H Zhou, S Yin… - Advanced Functional …, 2023 - Wiley Online Library
A robust serological test is required to detect neutralizing antibodies (NAbs) against severe
acute respiratory syndrome coronavirus 2 (SARS‐CoV‐2). A nanomaterial‐coupled …

A Perspective Analysis of Optical Biosensors in Machine Learning Applications

BN Kumar, MVP Rao, P Sharan… - … on Computing for …, 2024 - ieeexplore.ieee.org
Optical biosensors, a novel invention at the intersection of biotechnology and optics, are
revolutionizing the field of biomedical diagnostics. Optical biosensors act by identifying …

Investigation of SPR sensor for immunoglobulin detection by using Ag–-BP on the sensing layer

L Singh, P Pareek, R Kumar, V Agarwal… - Optical and Quantum …, 2024 - Springer
Surface plasmon resonance (SPR) has gained attention as a promising method for effective
label-free biosensing. Immunoglobulin (IgG) detection is very important to understand the …

Interpretable Machine Learning for Identifying Importance of Diabetes Parameters

S Wang, HS Mondal, X Liu, T Gedeon… - 2023 6th International …, 2023 - ieeexplore.ieee.org
Detecting diabetes and identifying it's physiological indicators are important for advancing
medical understanding and improving quality of life for individuals. We explored …