3 citations · 3 across the 3 of their papers we have counts for
3 papers
Does pre-training on brain-related tasks results in better deep-learning-based brain age biomarkers?
Bruno Machado Pacheco, Victor Hugo Rocha de Oliveira, Augusto Braga Fernandes Antunes +2
Brain age prediction using neuroimaging data has shown great potential as an indicator of overall brain health and successful aging, as well as a disease biomarker. Deep learning m…
Predição de Incidência de Lesão por Pressão em Pacientes de UTI usando Aprendizado de Máquina
Henrique P. Silva, Arthur D. Reys, Daniel S. Severo +7
Pressure ulcers have high prevalence in ICU patients but are preventable if identified in initial stages. In practice, the Braden scale is used to classify high-risk patients. This…
Predição da Idade Cerebral a partir de Imagens de Ressonância Magnética utilizando Redes Neurais Convolucionais
Victor H. R. Oliveira, Augusto Antunes, Alexandre S. Soares +4
In this work, deep learning techniques for brain age prediction from magnetic resonance images are investigated, aiming to assist in the identification of biomarkers of the natural…