ICDXML: enhancing ICD coding with probabilistic label trees and dynamic semantic representations

Summary

The article outlines integrating neural network techniques, like BERT and deformable convolutions, for effective discharge summaries representation in natural language processing. This involves computational linguistics and language modeling strategies, leveraging advanced word embedding methods to enhance text encoding for better medical data interpretation. Key Concept: Natural Language Processing Tags: 'Artificial neural networks, Computational linguistics, Natural language processing, Language modeling, Word embedding, Bert, Layer'