[HTML][HTML] From explainable to interpretable deep learning for natural language processing in healthcare: How far from reality?
Deep learning (DL) has substantially enhanced natural language processing (NLP) in
healthcare research. However, the increasing complexity of DL-based NLP necessitates …
healthcare research. However, the increasing complexity of DL-based NLP necessitates …
A Review of Drug-related Associations Prediction Based on Artificial Intelligence Methods
Background: Predicting drug-related associations is an important task in drug development
and discovery. With the rapid advancement of high-throughput technologies and various …
and discovery. With the rapid advancement of high-throughput technologies and various …
MC-DRE: Multi-Aspect Cross Integration for Drug Event/Entity Extraction
Extracting meaningful drug-related information chunks, such as adverse drug events (ADE),
is crucial for preventing morbidity and saving many lives. Most ADEs are reported via an …
is crucial for preventing morbidity and saving many lives. Most ADEs are reported via an …