[HTML][HTML] Segmenting skin ulcers and measuring the wound area using deep convolutional networks

DYT Chino, LC Scabora, MT Cazzolato… - Computer methods and …, 2020 - Elsevier
Background and objectives: Bedridden patients presenting chronic skin ulcers often need to
be examined at home. Healthcare professionals follow the evolution of the patients' …

Semi-automatic ulcer segmentation and wound area measurement supporting telemedicine

MT Cazzolato, JS Ramos, LS Rodrigues… - 2020 IEEE 33rd …, 2020 - ieeexplore.ieee.org
Many patients suffer from chronic skin lesions, commonly known as ulcers. The size
evolution of chronic wounds provides meaningful clues regarding the patient's clinical state …

Convolution Neural Network with Coordinate Attention for Real-Time Wound Segmentation and Automatic Wound Assessment

Y Sun, W Lou, W Ma, F Zhao, Z Su - Healthcare, 2023 - mdpi.com
Background: Wound treatment in emergency care requires the rapid assessment of wound
size by medical staff. Limited medical resources and the empirical assessment of wounds …

Exploratory Data Analysis in Electronic Health Records Graphs: Intuitive Features and Visualization Tools

MT Cazzolato, MA Gutierrez, C Traina… - 2023 IEEE 36th …, 2023 - ieeexplore.ieee.org
Given a large, unlabeled set of Electronic Health Records (EHRs) acquired from multiple
hospitals, how can we analyze the available entities and identify relationships in the data …

Explorando Espaços Métricos Correlacionados em Consultas por Similaridade sobre Bases de Dados Incompletos

LS Rodrigues - 2021 - teses.usp.br
O crescente avanço na geração de dados advindos de várias fontes, tornou necessário o
desenvolvimento de métodos de apoio aos processos de gerenciamento de grandes …