Search Results - "Matias, André Victória"

What is the state of the art of computer vision-assisted cytology? A Systematic Literature Review by Victória Matias, André, Atkinson Amorim, João Gustavo, Buschetto Macarini, Luiz Antonio, Cerentini, Allan, Casimiro Onofre, Alexandre Sherlley, De Miranda Onofre, Fabiana Botelho, Daltoé, Felipe Perozzo, Stemmer, Marcelo Ricardo, von Wangenheim, Aldo

“…•A Systematic Literature Review was conducted on 157 papers.•There is a lack of large and high-quality datasets in the cytology field.•Deep learning is a…”
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Segmentation, Detection and Classification of Cell Nuclei on Oral Cytology Samples Stained with Papanicolaou by Victoria Matias, Andre, Cerentini, Allan, Buschetto Macarini, Luiz Antonio, Atkinson Amorim, Joao Gustavo, Perozzo Daltoe, Felipe, von Wangenheim, Aldo

“…Although oral cancer is considered a global health issue with 350.000 people diagnosed over a year it can successfully be treated if diagnosed at early stages…”
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A Novel Approach on Segmentation of AgNOR-Stained Cytology Images Using Deep Learning by Atkinson Amorim, Joao Gustavo, Buschetto Macarini, Luiz Antonio, Victoria Matias, Andre, Cerentini, Allan, Botelho De Miranda Onofre, Fabiana, Sherlley Casimiro Onofre, Alexandre, Von Wangenheim, Aldo

“…Cervical cancer is the second most common cancer type in women. This is a deadly disease that could benefit from early detection methods. Cytology is a…”
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Comparative analysis of deep learning approaches for AgNOR-stained cytology samples interpretation by Amorim, João Gustavo Atkinson, Matias, André Victória, Cerentini, Allan, Macarini, Luiz Antonio Buschetto, Onofre, Alexandre Sherlley, Onofre, Fabiana Botelho, von Wangenheim, Aldo

“…Cervical cancer is a public health problem, where the treatment has a better chance of success if detected early. The analysis is a manual process which is…”
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What is the State of the Art of Computer Vision-Assisted Cytology? A Systematic Literature Review by Matias, André Victória, Amorim, João Gustavo Atkinson, Macarini, Luiz Antonio Buschetto, Cerentini, Allan, Onofre, Alexandre Sherlley Casimiro, Onofre, Fabiana Botelho de Miranda, Daltoé, Felipe Perozzo, Stemmer, Marcelo Ricardo, von Wangenheim, Aldo

“…Cytology is a low-cost and non-invasive diagnostic procedure employed to support the diagnosis of a broad range of pathologies. Computer Vision technologies,…”
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