2023

GraphAdapter: Tuning Vision-Language Models With Dual Knowledge Graph

Unifying Large Language Models and Knowledge Graphs: A Roadmap

Automated clinical coding using off-the-shelf large language models

Towards Semi-Structured Automatic ICD Coding via Tree-based Contrastive Learning

Towards Automatic ICD Coding via Knowledge Enhanced Multi-Task Learning

Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification

Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting

MKVSE: Multimodal Knowledge Enhanced Visual-semantic Embedding for Image-text Retrieval

MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training

Medical knowledge-enhanced prompt learning for diagnosis classification from clinical text