Search Results - "Oliveira, Roberta B"
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Computational methods for the image segmentation of pigmented skin lesions: a review
Published in Computer methods and programs in biomedicine (01-07-2016)“…Research Highlights • The clinical requirement for the early diagnosis of malignant skin lesions from images is introduced and justified; • An up-to-date…”
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Skin lesion computational diagnosis of dermoscopic images: Ensemble models based on input feature manipulation
Published in Computer methods and programs in biomedicine (01-10-2017)“…•An effective computational diagnosis system for dermoscopic images.•Ensemble classification models based on input feature manipulation.•Feature subset…”
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Computational methods for pigmented skin lesion classification in images: review and future trends
Published in Neural computing & applications (01-02-2018)“…Skin cancer is considered as one of the most common types of cancer in several countries, and its incidence rate has increased in recent years. Melanoma cases…”
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Computational diagnosis of skin lesions from dermoscopic images using combined features
Published in Neural computing & applications (01-10-2019)“…There has been an alarming increase in the number of skin cancer cases worldwide in recent years, which has raised interest in computational systems for…”
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The Intellectual Sense of Belonging and Self-efficacy in the Introduction to Computer Science Courses at University of Brasilia in Brazil
Published in 2020 IEEE Frontiers in Education Conference (FIE) (21-10-2020)“…Research Full Paper Most top universities in Brazil are public government institutions and tuition free. However, until recently, access to these institutions…”
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Conference Proceeding -
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Sense of Belonging of Female Undergraduate Students in Introductory Computer Science Courses at University of Brasília in Brazil
Published in 2021 IEEE Frontiers in Education Conference (FIE) (13-10-2021)“…Full Paper - The field of Computer Science (CS) has been of little interest to women straight out of high school when considering undergraduate majors in…”
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Conference Proceeding -
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Gender Diversity in STEM Graduate Programs at the University of Brasília in Brazil
Published in 2022 IEEE Frontiers in Education Conference (FIE) (08-10-2022)“…Increasing gender diversity in STEM graduate programs is a challenge. In Brazil, the National Council for Scientific and Technological Development (CNPq) has…”
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Conference Proceeding -
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WITHDRAWN: Computational methods for the image segmentation of pigmented skin lesions: A Review
Published in Computer methods and programs in biomedicine (01-04-2016)“…The Publisher regrets that this article is an accidental duplication of an article that has already been published,…”
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Journal Article -
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Convolutional Neural Networks Applied for Skin Lesion Segmentation
Published in 2021 XLVII Latin American Computing Conference (CLEI) (25-10-2021)“…Skin cancer is one of the cancers that most aggravates the problem in public health. Among the types of cancer, melanoma is the most aggressive type. Its early…”
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Decentralized Social Network for the campus: historical claims meet contemporary needs
Published in 2021 XVI Latin American Conference on Learning Technologies (LACLO) (01-10-2021)“…Historically, modularity in the Learning Technologies community has been taken into account with the Learning Objects approach, in order to face the problem of…”
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Conference Proceeding -
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Mundo Bit Byte - A digital mobile game to disseminate female personalities that made history in Computing
Published in Journal on Interactive Systems (22-12-2022)“…There are great female personalities in the history of computing who have played an important role in the historical achievements of this area. However, their…”
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A computational approach for detecting pigmented skin lesions in macroscopic images
Published in Expert systems with applications (01-11-2016)“…•A discussion about the state of the art of computer-aided diagnosis methods.•A new approach for identifying pigmented skin lesion features and types.•The…”
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Characterization of texture in image of skin lesions by support vector machine
Published in 7th Iberian Conference on Information Systems and Technologies (CISTI 2012) (01-06-2012)“…Due to the increased incidence of skin cancer, computational methods based on intelligent approaches have been developed to aid dermatologists in the diagnosis…”
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