3 papers
cs.CV2025
Boosting Medical Vision-Language Pretraining via Momentum Self-Distillation under Limited Computing Resources
Phuc Pham, Nhu Pham, Ngoc Quoc Ly
In medical healthcare, obtaining detailed annotations is challenging, highlighting the need for robust Vision-Language Models (VLMs). Pretrained VLMs enable fine-tuning on small da…
cs.AI2025
Ontology-based knowledge representation for bone disease diagnosis: a foundation for safe and sustainable medical artificial intelligence systems
Loan Dao, Ngoc Quoc Ly
Medical artificial intelligence (AI) systems frequently lack systematic domain expertise integration, potentially compromising diagnostic reliability. This study presents an ontolo…
eess.IV2025
Recent Advances in Medical Image Classification
Loan Dao, Ngoc Quoc Ly
Medical image classification is crucial for diagnosis and treatment, benefiting significantly from advancements in artificial intelligence. The paper reviews recent progress in the…