Ana Carolina Bertoletti De Marchi

Prof. Ana Carolina Bertoletti De Marchi

Institute of Health, Universidade de Passo Fundo, Passo Fundo, Rio Grande do Sul, Brazil
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orcid

Research Focus & Metrics

Academic Career Length

25Years (2002-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 July 2019 in Diabetes & Metabolic Syndrome: Clinical Research & Reviews
Verified
Journal Article
Closed access
RDRaquel Debon
Raquel Debon
JCJoane Diomara Coleone
Joane Diomara Coleone
Ericles Andrei BelleiEricles Andrei Bellei
Ericles Andrei Bellei
Ana Carolina Bertoletti De MarchiAna Carolina Bertoletti De Marchi
Ana Carolina Bertoletti De Marchi

1 August 2019 in Telematics and Informatics
Verified
Journal Article
Closed access
NCNathália Pinto Cechetti
Nathália Pinto Cechetti
Ericles Andrei BelleiEricles Andrei Bellei
Ericles Andrei Bellei
DBDaiana Biduski
Daiana Biduski
JRJoão Pedro Mazuco Rodriguez
João Pedro Mazuco Rodriguez
MRMateus Klein Roman
Mateus Klein Roman
Ana Carolina Bertoletti De MarchiAna Carolina Bertoletti De Marchi
Ana Carolina Bertoletti De Marchi

1 November 2017 in Computer Methods and Programs in Biomedicine
Verified
Journal Article
Closed access
MTMateus Trombetta
Mateus Trombetta
PHPatrícia Paula Bazzanello Henrique
Patrícia Paula Bazzanello Henrique
MBManoela Rogofski Brum
Manoela Rogofski Brum
ECEliane Lucia Colussi
Eliane Lucia Colussi
Ana Carolina Bertoletti De MarchiAna Carolina Bertoletti De Marchi
Ana Carolina Bertoletti De Marchi
RRRafael Rieder
Rafael Rieder

1 March 2020 in Computers in Human Behavior
Verified
Journal Article
Closed access
DBDaiana Biduski
Daiana Biduski
Ericles Andrei BelleiEricles Andrei Bellei
Ericles Andrei Bellei
JRJoão Pedro Mazuco Rodriguez
João Pedro Mazuco Rodriguez
LZLuciana Aparecida Martinez Zaina
Luciana Aparecida Martinez Zaina
Ana Carolina Bertoletti De MarchiAna Carolina Bertoletti De Marchi
Ana Carolina Bertoletti De Marchi

8 September 2022 in Journal of Pathology Informatics
Verified
Journal Article
Open access
JRJoão Pedro Mazuco Rodriguez
João Pedro Mazuco Rodriguez
RRRubens Rodriguez
Rubens Rodriguez
VSVitor Werneck Krauss Silva
Vitor Werneck Krauss Silva
FKFelipe Campos Kitamura
Felipe Campos Kitamura
GCGustavo Cesar Antônio Corradi
Gustavo Cesar Antônio Corradi
RRRafael Rieder
Rafael Rieder
Digital pathology had a recent growth, stimulated by the implementation of digital whole slide images (WSIs) in clinical practice, and the pathology field faces shortage of pathologists in the last few years. This scenario created fronts of research applying artificial intelligence (AI) to help pathologists. One of them is the automated diagnosis, helping in the clinical decision support, increasing efficiency and quality of diagnosis. However, the complexity nature of the WSIs requires special treatments to create a reliable AI model for diagnosis. Therefore, we systematically reviewed the literature to analyze and discuss all the methods and results in AI in digital pathology performed in WSIs on H&E stain, investigating the capacity of AI as a diagnostic support tool for the pathologist in the routine real-world scenario. This review analyzes 26 studies, reporting in detail all the best methods to apply AI as a diagnostic tool, as well as the main limitations, and suggests new ideas to improve the AI field in digital pathology as a whole. We hope that this study could lead to a better use of AI as a diagnostic tool in pathology, helping future researchers in the development of new studies and projects.

1 August 2019 in Journal of Stroke and Cerebrovascular Diseases
Verified
Journal Article
Closed access
PHPatrícia P.B. Henrique
Patrícia P.B. Henrique
ECEliane L. Colussi
Eliane L. Colussi
Ana Carolina Bertoletti De MarchiAna Carolina Bertoletti De Marchi
Ana Carolina Bertoletti De Marchi