AUMENTO DE DESEMPENHO DO MÓDULO DE RECUPERAÇÃO DE IMAGENS PARA O SISTEMA PATHOSPOTTER

De acordo com a Sociedade Brasileira de Nefrologia (SBN), cerca de 850 milhões de pessoas em todo o mundo sofrem de algum tipo de doença renal (Andrade & Tavares, 2020). Entre elas, as doenças glomerulares foram a terceira principal causa de doenças renais primárias no Brasil em 2017, estando atrás somente da hipertensão e da diabetes (Thomé et al., 2019). O diagnóstico das doenças glomerulares é feito através da análise microscópica do rim e necessita de um patologista especialista

Machine learning methods for histopathological image analysis

Abundant accumulation of digital histopathological images has led to the increased demand for their analysis, such as computer-aided diagnosis using machine learning techniques. However, digital pathological images and related tasks have some issues to be considered. In this mini-review, we introduce the application of digital pathological image analysis using machine learning algorithms, address some problems specific to such analysis, and propose possible solutions.Comment: 23 pages, 4 figure

From the Inside Out: A Literature Review on Possibilities of Mobile Emotion Measurement and Recognition

Information systems are becoming increasingly intelligent and emotion artificial intelligence is an important component for the future. Therefore, the measurement and recognition of emotions is necessary and crucial. This paper presents a state of the art in the research field of mobile emotion measurement and recognition. The aim of this structured literature analysis using the PRISMA statement is to collect and classify the relevant literature and to provide an overview of the current status of mobile emotion recording and its future trends. A total of 59 articles were identified in the relevant literature databases, which can be divided into four main categories of emotion measurement. There was an increase of publications over the years in all four categories, but with a particularly strong increase in the areas of optical and vital-data-based recording. Over time, both the speed as well as the accuracy of the measurement has improved considerably in all four categories