4 citations · 4 across the 1 of their papers we have counts for
3 papers
Improving Irregularly Sampled Time Series Learning with Dense Descriptors of Time
Rafael T. Sousa, Lucas A. Pereira, Anderson S. Soares
Supervised learning with irregularly sampled time series have been a challenge to Machine Learning methods due to the obstacle of dealing with irregular time intervals. Some papers…
Predicting Diabetes Disease Evolution Using Financial Records and Recurrent Neural Networks
Rafael T. Sousa, Lucas A. Pereira, Anderson S. Soares
Managing patients with chronic diseases is a major and growing healthcare challenge in several countries. A chronic condition, such as diabetes, is an illness that lasts a long tim…
Araguaia Medical Vision Lab at ISIC 2017 Skin Lesion Classification Challenge
Rafael Teixeira Sousa, Larissa Vasconcellos de Moraes
This paper describes the participation of Araguaia Medical Vision Lab at the International Skin Imaging Collaboration 2017 Skin Lesion Challenge. We describe the use of deep convol…