Publications by authors named "Lorena Guachi-Guachi"
Article Synopsis
- The quality and quantity of datasets are crucial for prediction models, as more data can lead to increased computational needs and potentially harmful noise that affects performance.
- Instance selection techniques help enhance model performance by improving the dataset quality while reducing its size and computational costs.
- This study introduced a new method for selecting informative MRI slices to analyze Alzheimer's disease, validated through convolutional neural networks, yielding high accuracy in distinguishing between normal cognition and Alzheimer's.
