3 papers
cs.AI2025
A Multi-Agent System for Complex Reasoning in Radiology Visual Question Answering
Ziruo Yi, Jinyu Liu, Ting Xiao +1
Radiology visual question answering (RVQA) provides precise answers to questions about chest X-ray images, alleviating radiologists' workload. While recent methods based on multimo…
cs.CL2025
Comparing LLM Text Annotation Skills: A Study on Human Rights Violations in Social Media Data
Poli Apollinaire Nemkova, Solomon Ubani, Mark V. Albert
In the era of increasingly sophisticated natural language processing (NLP) systems, large language models (LLMs) have demonstrated remarkable potential for diverse applications, in…
cs.AI2025
A Multimodal Multi-Agent Framework for Radiology Report Generation
Ziruo Yi, Ting Xiao, Mark V. Albert
Radiology report generation (RRG) aims to automatically produce diagnostic reports from medical images, with the potential to enhance clinical workflows and reduce radiologists' wo…