Vivianne Freitas

ORCID: 0000-0003-2563-0861
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About
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Research Areas
  • Breast Lesions and Carcinomas
  • MRI in cancer diagnosis
  • Radiomics and Machine Learning in Medical Imaging
  • Global Cancer Incidence and Screening
  • Digital Radiography and Breast Imaging
  • Medical Imaging Techniques and Applications
  • Breast Cancer Treatment Studies
  • AI in cancer detection
  • COVID-19 and healthcare impacts
  • Advanced MRI Techniques and Applications
  • BRCA gene mutations in cancer
  • Breast Implant and Reconstruction
  • Artificial Intelligence in Healthcare and Education
  • Cancer and Skin Lesions
  • Salivary Gland Tumors Diagnosis and Treatment
  • Advanced Radiotherapy Techniques
  • Advanced X-ray and CT Imaging
  • Cancer Risks and Factors
  • Advances in Oncology and Radiotherapy
  • Advanced Neuroimaging Techniques and Applications
  • Bone health and treatments
  • Radiation Dose and Imaging
  • HER2/EGFR in Cancer Research
  • Academic Publishing and Open Access
  • Cutaneous lymphoproliferative disorders research

University of Toronto
2012-2025

Women's College Hospital
2020-2024

Sinai Health System
2020-2024

University Health Network
2012-2024

Princess Margaret Cancer Centre
2021-2023

Mount Sinai Hospital
2012-2020

Instituto Nacional do Câncer
2012-2019

Ministério da Saúde
2007

Purpose To investigate the feasibility of low-dose positron emission mammography (PEM) concurrently to MRI identify breast cancer and determine its local extent. Materials Methods In this research ethics board–approved prospective study, participants newly diagnosed with concurrent acquisitions were assigned independently density, tumor size, histopathologic subtype undergo PEM up 185 MBq fluorine 18–labeled fluorodeoxyglucose (18F-FDG). Two radiologists, unaware location, reviewed images...

10.1148/rycan.230020 article EN Radiology Imaging Cancer 2024-02-09

Background The diagnostic value of screening the contralateral breast with MRI in patients newly diagnosed cancer is poorly understood. Purpose To assess impact for on long-term outcomes and to determine whether subgroups unfavorable prognoses would benefit from terms survival. Materials Methods Data consecutive seen January 2008 December 2010 were reviewed retrospectively. Patients neoadjuvant chemotherapy, previous cancer, distant metastasis, absence mammography at diagnosis, no planned...

10.1148/radiol.212361 article EN Radiology 2022-04-26

Abstract BACKGROUND: Recommendation for breast magnetic resonance imaging (MRI) screening women with a prior history of chest radiation is currently based on expert opinion, because existing data are very scant. The objective this study was to evaluate added cancer yield MRI in population. METHODS: A retrospective review identified 98 therapy who had mammography and performed at the authors' institution between January 2004 July 2010. Medical records these patients results 558 studies (296...

10.1002/cncr.27771 article EN Cancer 2012-09-05

Purpose: Breast arterial calcifications (BAC) are not routinely reported on mammography but linked to coronary artery calcification (CAC) and cardiovascular disease (CVD) events. We sought assess primary care provider (PCP) follow-up after BAC CAC notification the association between CT. Methods: Participants without known CVD undergoing at a single centre were prospectively recruited over 18 months. qualitatively scored (none/mild/moderate/severe) by 2 breast radiologists. All participants...

10.1177/08465371251337022 article EN Canadian Association of Radiologists Journal 2025-05-02

OBJETIVO: Avaliar artigos, na literatura, que verificam o valor preditivo positivo das categorias 3, 4 e 5 do Breast Imaging Reporting and Data System (BI-RADS®). MATERIAIS E MÉTODOS: Foi realizada pesquisa base de dados Medline utilizando os termos "predictive value" "BI-RADS". Foram incluídos 11 artigos nesta revisão. RESULTADOS: O variou entre 0% 8%, 4% 62%, 54% 100%, respectivamente. Três avaliaram, concomitantemente, critérios morfológicos lesões apresentaram maior mamografia, sendo...

10.1590/s0100-39842007000300008 article PT Radiologia Brasileira 2007-06-01

The aim of this study is to evaluate the performance Radialis organ-targeted positron emission tomography (PET) Camera with standardized tests and through assessment clinical-imaging results. Sensitivity, count-rate performance, spatial resolution were evaluated according National Electrical Manufacturers Association (NEMA) NU-4 standards, necessary modifications accommodate planar detector design. detectability small objects was shown micro hotspot phantom images. clinical camera also...

10.3390/s22134678 article EN cc-by Sensors 2022-06-21

The Canadian Association of Radiologists (CAR) Breast Disease Expert Panel consists breast imaging radiologists, a high-risk clinician, patient advisor, and an epidemiologist/guideline methodologist. After developing list 20 clinical/diagnostic scenarios, systematic rapid scoping review was undertaken to identify systematically produced referral guidelines that provide recommendations for one or more these scenarios. Recommendations from 30 contextualization criteria in the Grading...

10.1177/08465371231192391 article EN Canadian Association of Radiologists Journal 2023-09-19

Background: Breast arterial calcification (BAC) on mammography correlates with increased cardiovascular risk. Reporting BAC is not standard practice. Our study evaluates the awareness of Canadian radiologists who report clinical significance and their attitudes towards reporting compared to European American counterparts. Methods: Following local institutional ethics approval, a 25 question survey (SurveyMonkey) was disseminated via provincial national society email lists. Responses were...

10.1177/08465371221140347 article EN cc-by-nc Canadian Association of Radiologists Journal 2022-12-21

Introduction A newly developed clinical organ-targeted Positron Emission Tomography (PET) system (also known as Radialis PET) is tested with a set of standardized and custom tests previously used to evaluate the performance Mammography (PEM) systems. Methods Imaging characteristics impacting uptake value (SUV) detectability small lesions, namely spatial resolution, linearity, uniformity, recovery coefficients, are evaluated. Results In-plane resolution was measured 2.3 mm ± 0.1 mm, accuracy...

10.3389/fonc.2024.1268991 article EN cc-by Frontiers in Oncology 2024-03-25

Contrast-enhanced breast magnetic resonance imaging (MRI) is currently recommended as a screening tool for high-risk women and has been advocated with radiologically dense tissue. While MRI acknowledged its high sensitivity (with an exception lower-grade ductal carcinoma in situ (DCIS) where emerging techniques like diffusion-weighted offer improvement), limitations include to hormonal changes relatively false-positive rate, potentially leading overdiagnosis, increased uncertainty,...

10.3389/fonc.2024.1405404 article EN cc-by Frontiers in Oncology 2024-07-18
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