ARTIFICIAL INTELLIGENCE: GENERAL ASPECTS AND APPLICATIONS IN SENSORS AND BIOSENSORS

Lucas Correia Ribas

Todos os Trabalhos

Trabalho

Título do Trabalho

ARTIFICIAL INTELLIGENCE: GENERAL ASPECTS AND APPLICATIONS IN SENSORS AND BIOSENSORS

Autores

Lucas Correia Ribas

Modalidade

Invited

Área temática

Sensores e biossensores

Data de Publicação

27/05/2026

País da Publicação

Brasil

Idioma da Publicação

pt-BR

Página do Trabalho

https://www.even3.com.br/anais/workshop-do-ineo-2026/1512879-artificial-intelligence--general-aspects-and-applications-in-sensors-and-biosensors

ISBN

978-65-272-2467-9

Palavras-Chave

Artificial Intelligence, Sensors, Biosensors

Resumo

Artificial Intelligence (AI) has become essential for tasks such as image classification and automated analysis, speech and text recognition and generation, recommendation systems, fraud and anomaly detection, behavior prediction, process automation, and decision-support systems across various scientific and technological fields. General concepts of AI, including the fundamentals of machine learning, as well as its main approaches, challenges, and limitations, will be addressed in this presentation. Machine learning techniques are already widely employed in the analysis of biological and medical data, as well as in the characterization of conventional materials for industrial applications, including quality control and manufacturing process monitoring. However, studies exploring the use of these techniques in the analysis of images of advanced materials, particularly those used in next-generation sensors and biosensors, are still limited. In this context, recent studies investigating the application of computer vision and machine learning techniques to the processing of microscopy images of advanced materials will also be discussed, with a focus on detection and diagnostic tasks. Examples include applications aimed at the identification of biomarkers related to prostate cancer and the detection of SARS-CoV-2 sequences, using machine learning models applied to scanning electron microscopy images of genosensors. Results demonstrate promising performance, indicating that the combination of AI and image processing can achieve high detection accuracy. These advances point toward the development of more accessible and portable solutions, broadly contributing to different scientific and technological fields through the integration of advanced data acquisition techniques and artificial intelligence, enabling diagnostics and monitoring with reduced dependence on complex laboratory infrastructure.

Título do Evento: Workshop do INEO 2026
Cidade do Evento: Nazaré Paulista
Título dos Anais do Evento: Anais do Workshop do INEO 2026
Nome da Editora: Even3
Meio de Divulgação: Meio Digital

Como citar

RIBAS, Lucas Correia. ARTIFICIAL INTELLIGENCE: GENERAL ASPECTS AND APPLICATIONS IN SENSORS AND BIOSENSORS.. In: Anais do Workshop do INEO 2026. Anais...Nazaré Paulista(SP) Hotel Estância Atibainha, 2026. Disponível em: https//www.even3.com.br/anais/workshop-do-ineo-2026/1512879-ARTIFICIAL-INTELLIGENCE--GENERAL-ASPECTS-AND-APPLICATIONS-IN-SENSORS-AND-BIOSENSORS. Acesso em: 11/09/2026