Marcela de Oliveira

ORCID: 0000-0003-4144-7629
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About
Contact & Profiles
Research Areas
  • Medical Imaging Techniques and Applications
  • Advanced X-ray and CT Imaging
  • Lung Cancer Diagnosis and Treatment
  • AI in cancer detection
  • Radiomics and Machine Learning in Medical Imaging
  • Multiple Sclerosis Research Studies
  • Brain Tumor Detection and Classification
  • Acute Ischemic Stroke Management
  • Radiation Dose and Imaging
  • Advanced MRI Techniques and Applications
  • Biotechnology and Related Fields
  • Neurological disorders and treatments
  • COVID-19 diagnosis using AI
  • Digital Radiography and Breast Imaging
  • Cerebrovascular and Carotid Artery Diseases
  • Fungal Infections and Studies
  • Trace Elements in Health
  • Aluminum toxicity and tolerance in plants and animals
  • Cardiac Imaging and Diagnostics
  • Spectroscopy and Chemometric Analyses
  • Optical Imaging and Spectroscopy Techniques
  • Intestinal Malrotation and Obstruction Disorders
  • Women's cancer prevention and management
  • Antifungal resistance and susceptibility
  • Bone health and treatments

Universidade Estadual Paulista (Unesp)
2013-2024

Universidade Católica Portuguesa
2024

Ministerio de Transportes, Movilidad y Agenda Urbana
2024

Instituto Federal de Educação, Ciência e Tecnologia do Pará
2024

Hospital do Servidor Público Estadual
2015

Creative Commons
2014-2015

Centro Brasileiro de Pesquisas Físicas
2014-2015

Multiple sclerosis (MS) is a neurologic disease of the central nervous system which affects almost three million people worldwide. MS characterized by demyelination process that leads to brain lesions, allowing these affected areas be visualized with magnetic resonance imaging (MRI). Deep learning techniques, especially computational algorithms based on convolutional neural networks (CNNs), have become frequently used algorithm performs feature self-learning and enables segmentation...

10.3390/diagnostics12020230 article EN cc-by Diagnostics 2022-01-18

The imbalance in the concentration of metallic nanoparticles has been demonstrated to play an important role multiple sclerosis (MS), which may impact cognition. Biomarkers are needed provide insights into pathogenesis and diagnosis MS. They can be used gain a better understanding cognitive decline people with MS (pwMS). In this study, we investigated relationship between blood (blood nanoparticles) performance pwMS. First, four mL samples, clinical characteristics, were obtained from 21 All...

10.3390/biomedicines11071819 article EN cc-by Biomedicines 2023-06-25

It is estimated that multiple sclerosis (MS) affects 35,000 Brazilians and 2.5 million individuals worldwide. Many studies have suggested a possible role of metallic elements in the etiology MS, but their concentration blood MS patients nonetheless little investigated Brazil. In this work, these were studied through Inductively Coupled Plasma Mass Spectrometry (ICP-MS), whose analysis provides tool to quantify concentrations metal samples with neurodegenerative disorders. This study aimed...

10.1038/s41598-020-69979-9 article EN cc-by Scientific Reports 2020-08-04

The purpose of this work was to develop a quantitative method for evaluating the pulmonary inflammatory process (PIP) through computational analysis chest radiography exams in posteroanterior (PA) and lateral views. quantification procedure applied patients with tuberculosis (TB) as motivating application. A study high-resolution computed tomography (HRCT) examinations TB developed establish relation between signal difference-to-noise ratio (SDNR) measured PA projection. phantom essay used...

10.1097/md.0000000000001044 article EN cc-by-nc Medicine 2015-07-01

This study presents methodology for objectively quantifying the pulmonary region affected by emphysemic and fibrotic sequelae in treated patients with paracoccidioidomycosis. may also be applied to any other disease that results these lungs. Pulmonary high-resolution computed tomography examinations of 30 paracoccidioidomycosis were used study. The distribution voxel attenuation coefficients was analyzed determine percentage lung volume consisted emphysemic, fibrotic, normal tissue....

10.1097/md.0000000000000167 article EN cc-by-nc Medicine 2014-11-01

Background: Tuberculosis (TB) is an infectious lung disease with high worldwide incidence that severely compromises the quality of life in affected individuals. Clinical tests are currently employed to monitor pulmonary status and treatment progression. The present study aimed apply a three-dimensional (3D) reconstruction method based on chest radiography quantify lung-involvement volume TB acute-phase patients before after treatment. In addition, these results were compared indices from...

10.1590/1678-9199-jvatitd-1449-18 article EN cc-by ˜The œJournal of venomous animals and toxins including tropical diseases 2019-01-01

Magnetic resonance imaging (MRI) is the most commonly used exam for diagnosis and follow-up of neurodegenerative diseases, such as multiple sclerosis (MS). MS a neuroinflammatory disease characterized by demyelination neuron axon. This process causes lesions in white matter that can be observed vivo MRI. Such may provide quantitative assessments inflammatory activity disease. Quantitative measures based on various features have been shown to useful clinical trials evaluating therapies....

10.1109/bibm49941.2020.9313244 article EN 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2020-12-16

Introdução: O uso da Classificação Internacional de Funcionalidade, Incapacidade e Saúde (CIF) por fisioterapeutas tem o intuito tornar a avaliação tratamento mais abrangente; determinado como enfoque funcionalidade humana Modelo Biopsicossocial. Objetivo: Elaborar validar manual prático para utilização CIF ferramenta guiar diagnóstico cinético funcional profissionais fisioterapia na área traumato-ortopedia reumatologia. Métodos: Estudo validação conteúdo semântica com amostra 10 juízes. Foi...

10.12662/1809-5771ri.126.5629.p51-54.2024 article PT cc-by-nc-nd Revista Interagir 2024-12-11

O objetivo deste foi avaliar o nível de aprendizado ciências dos discentes do ensino médio, através da associação conhecimentos etnobotânicos e cotidiano familiar, utilizando jardim sensorial como espaço não-formal inclusão social. Foram investigadas as relações familiares no tocante medicina popular resgate saberes passados geração para geração, repensando práticas sociais papel sujeito núcleo familiar mediador, transmissor agente transformador conhecimento. Demostrou-se ser essencial...

10.62236/missoes.v10i3.400 article PT cc-by Missões Revista de Ciências Humanas e Sociais 2024-12-28

Recent studies have focused on the link between metals and neurodegenerative diseases like multiple sclerosis (MS), particularly emphasizing role of copper (Cu). Essential for vital functions, Cu imbalances can contribute to MS-related neurodegeneration cerebral lesions. Interestingly, accumulation could be a potential biomarker in magnetic resonance image (MRI) MS. This study aimed obtain copper(I) oxide nanoparticles (Cu2O-NPs) evaluate their effectiveness MRI as contrast agents or MS...

10.53660/prw-1777-3418 article EN Peer Review 2024-02-10

Raman spectroscopy is a promising analytical technique for characterizing kidney stones, allowing precise identification of their components and non-destructive analysis. In this study, stone was characterized using micro-Raman at wavelength 532 nm, prototype sample holder to optimize measurements avoid damaging the confocal microscope lens.

10.56238/homeivsevenhealth-025 article EN 2024-06-07

Magnetic resonance imaging (MRI) is critical in the diagnosis of neurodegenerative diseases, enabling detection brain lesions. Recent research has examined metallic nanoparticles (NPs) as MRI contrast agents (CAs) that can enhance lesion visibility by altering relaxation times. This study investigates effects metal oxide NPs on times and signals proposes an algorithm for automated time determination using these NPs. The utilized were synthesized sol‒gel method characterized Fourier-transform...

10.36922/aih.3947 article EN cc-by Deleted Journal 2024-10-09

A tomografia computadorizada de alta resolucao se tornou o exame diagnostico por imagem mais utilizado para avaliacao das sequelas da Paracoccidioidomicose. As avaliacoes subjetivas anormalidades radiologicas encontradas nas imagens TCAR nao proporcionam uma quantificacao acurada. O auxiliado sistemas computacionais produzem objetiva dos padroes anormais encontrados TCAR. Desse modo, nesta pesquisa propos-se desenvolvimento algoritmos em ambiente computacional Matlab®, capaz quantificar...

10.29384/rbfm.2012.v6.n3.p183-186 article PT Revista Brasileira de Física Médica 2012-01-01

The aim of this study was to compare two ways measuring the resolution limit radiographic systems, one subjective and quantitative. To end, nine images were acquired with different techniques using a pattern bars aluminum plates. With these modulation transfer function (MTF) through edge image obtained by plate — MTF 10% measured on all images — variation points, which faced evaluation standard bar. Although we have observed greater between measurements bar-pattern, simplicity technique...

10.29384/rbfm.2012.v6.n1.p13-17 article EN Revista Brasileira de Física Médica 2012-01-01

Multiple Sclerosis (MS) is a chronic and inflammatory disorder that causes degeneration of axons in brain white matter spinal cord. Magnetic Resonance Imaging (MRI) extensively used to identify MS lesions evaluate the progression disease, but manual identification quantification are time consuming error-prone tasks. Thus, automated Deep Learning methods, special Convolutional Neural Networks (CNNs), becoming popular segment medical images. It has been noticed performance those methods tends...

10.1109/bibm52615.2021.9669533 article EN 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2021-12-09

The objective of this letter is to provide a perspective on the impact multiple sclerosis (MS) postural control and gait suggestions for future studies. Although studies MS with have been carried out some time, in Brazil World, there still insufficient information impairments gait.Postural are recognized cause several problems people MS, these being two symptoms that most affect quality life.Here, we present investigated using different experimental designs discuss adaptations central...

10.20338/bjmb.v14i2.169 article EN Brazilian Journal of Motor Behavior 2020-07-01
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