A comprehensive review of machine learning used to combat COVID-19

R Gomes, C Kamrowski, J Langlois, P Rozario, I Dircks… - Diagnostics, 2022 - mdpi.com
Coronavirus disease (COVID-19) has had a significant impact on global health since the
start of the pandemic in 2019. As of June 2022, over 539 million cases have been confirmed …

Nanotechnology-based theranostic and prophylactic approaches against SARS-CoV-2

A Dhar, SL Gupta, P Saini, K Sinha, A Khandelwal… - Immunologic …, 2024 - Springer
Abstract SARS-CoV-2 (COVID-19) pandemic has been an unpredicted burden on global
healthcare system by infecting over 700 million individuals, with approximately 6 million …

Rapid protocols to support covid-19 clinical diagnosis based on hematological parameters

JC Gomes, VA de Freitas Barbosa… - Research on Biomedical …, 2023 - Springer
Abstract Purpose In December 2019, the Covid-19 pandemic began in the world. To reduce
mortality, in addiction to mass vaccination, it is necessary to massify and accelerate clinical …

Detection and classification of breast lesions in thermographic images by deep transfer learning hybrid architectures

AF da Silva, ACG da Silva, R Azevedo… - Research on Biomedical …, 2024 - Springer
Purpose This paper aims to investigate the potential of thermography as a complementary
technique for breast cancer detection. To reach this objective, we propose a hybrid …

Clinical Decision Support in the Care of Symptomatic Patients with COVID-19: An Approach Based on Machine Learning and Swarm Intelligence

IB Nunes, PVSG de Lima, ALQ Ribeiro… - Swarm …, 2022 - taylorfrancis.com
In December 2019, the city of Wuhan, China became the scene of an outbreak of
pneumonia without a defined cause or etiologic agent. The event attracted attention beyond …

COVID-19 Clinical Diagnosis by Images and Signals

WP dos Santos - Biomedical Imaging: Principles and …, 2024 - books.google.com
The World Health Organization (WHO) received the first records of the coronavirus (or
COVID-19) on December 31, 2019. The first manifestations occurred among workers at the …

Introduction to Biomedical Imaging and Image Processing

MA de Santana, JC Gomes, CL de Lima… - Biomedical …, 2024 - taylorfrancis.com
In modern medicine, the ability to assess inside the human body without invasive
procedures has revolutionized the way we diagnose, monitor, and treat diseases. To deal …

COVID-19 Clinical Diagnosis by Images and Signals

JC Gomes, AS Torcate, AB de Souza Sampaio… - Biomedical … - taylorfrancis.com
The World Health Organization (WHO) received the first records of the coronavirus (or
COVID-19) on December 31, 2019. The first manifestations occurred among workers at the …