Rita Noumeir

Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning

2023 · IEEE Journal of Translational Engineering in Health and Medicine

When dealing with clinical text classification on a small dataset, recent studies have confirmed that a well-tuned multilayer perceptron outperforms other generative classifiers, including deep learning ones. To increase the performance of the neural network …