angiography 1benchmark challenge 1circle of willis segmentation 1deep learning 1feedback-driven optimization 1heterogeneous data analytics 1multi-agent collaboration 1natural language query processing 1semantic planning 1vascular imaging 1
From the 2 of 2 linked papers with an AI index.
12 citations · 13 across the 2 of their papers we have counts for
2 papers
cs.DB2026★ 1 cited
AgenticData: An Agentic Data Analytics System for Heterogeneous Data
Ji Sun, Guoliang Li, Peiyao Zhou +3
AgenticData is a system that lets users ask natural‑language questions to automatically analyze heterogeneous structured and unstructured data using a multi‑agent, feedback‑driven…
cs.CV2026★ 12 cited
The TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography
Kaiyuan Yang, Fabio Musio, Yihui Ma +112
The paper introduces the TopCoW Challenge, a benchmark for automatically segmenting the Circle of Willis in CT and MR angiography using deep learning, and provides a new annotated…