Publications by authors named "Tiago Fernandes Machado"
Article Synopsis
- This systematic review evaluates the use of machine learning (ML) algorithms in diagnosing and managing sickle cell disease (SCD), focusing on aspects like organ failure detection, drug dosage, and pain classification.
- It analyzes various ML algorithms, including Multilayer Perceptron, Support Vector Machine, and Convolutional Neural Networks, showing encouraging outcomes for SCD diagnosis and monitoring.
- Despite the progress, the review points out challenges such as small datasets and interpretability issues, suggesting that future research should aim for better data and advanced ML techniques to fully realize ML's potential in SCD care.
