This study introduces an innovative approach to image classification that uses Gaussian copulas with an Empirical Cumulative Distribution Function (ECDF) approach. The strategic use of distribution functions as feature descriptors simplifies the approach and enables a better understanding of the correlation structure between features in the image. This approach helps the model understand the contextual relationships between different parts of the image, resulting in a more abstract representation than a direct representation of individual pixel values.
View Article and Find Full Text PDFIntroduction: Oral mucosal wounds present significant clinical challenges due to their susceptibility to infection, inflammation, and delayed healing. The limitation of standard anti-inflammatory drugs (both steroidal and non-steroidal) highlights the urgent need for plant-derived alternative therapies. Granola potato ( L.
View Article and Find Full Text PDFPlast Reconstr Surg Glob Open
August 2024
Background: Effective wound assessment is crucial for managing pressure injuries, necessitating a valid and reliable wound bed scoring system that is practical for clinicians. The Falanga score was replaced with the Perdanakusuma score at the Dr. Soetomo General Hospital.
View Article and Find Full Text PDFBackground: Malnutrition is common among children under 5 years of age in Indonesia, with the rates varying between urban and rural areas. The minimum acceptable diet (MAD) assesses nutrient quality and quantity. This study aimed to identify the potential variables for MAD in 6-23-month-old children in both urban and rural Indonesia.
View Article and Find Full Text PDFObjectives: This study aimed to analyse the influence of the continuum of care during pregnancy and neonatal periods on the risk of intergenerational cycle of stunting.
Design: This study was a cross-sectional study, with data analysed from the 2018 Basic Health Research in Indonesia.
Settings: Basic Health Research 2018 was conducted throughout 513 cities/regencies in 34 provinces in Indonesia.