26-30 July 2026

EMBC 2026

Toronto, Canada
We.1.9: Agentic AI Systems & LLM-Orchestrated Clinical Workflows
Wednesday, 29 July, 08:30 - 10:00
Location: Room 701B
Session Type: Oral
Session Co-Chairs: Szymon Siecinski and Bryar Shareef
Theme 9: Biomedical & Health Informatics
Wed, 29 Jul, 08:30 - 08:45

We.1.9.1: Information-Extraction Enhanced Retrieval-Augmented Generation for Input-Query Determination of Surgical Risk Calculation Tools

Bo Yang, Japan; Konosuke Temmei, NEC Corporation; Shinji Takamune, Rui Sugeta, Miho Hashimoto, Akinori Kuriyama, Kengou Higashi, Toshiharu Sassa, Hideyuki Tanaka, Sumihiro Shirai, Hidehisa Soejima, Koichi Nakao, Saiseikai Kumamoto Hospital; Shuhei Noyori, Junko Watanabe, Mieko Shimizu, Keiichirou Okamoto, Masahiro Kubo, NEC Corporation
Wed, 29 Jul, 08:45 - 09:00

We.1.9.2: VITAL SCAPE: VISUAL ANALYTICS FOR INTERPRETING PHYSIOLOGICAL FOUNDATION MODEL

Kyungjin Kim, Seoul National University; Arpit Mathur, Adam Perer, Carnegie Mellon University; Jongmo Seo, Seoul National University
Wed, 29 Jul, 09:00 - 09:15

We.1.9.3: A DOMAIN-AWARE AI AGENT FOR AUTOMATED DESIGN AND VALIDATION OF EEG ANALYSIS PIPELINES

Sasa Kendjel, Eda Jovicic, Alan Jovic, University of Zagreb Faculty of Electrical Engineering and Computing
Wed, 29 Jul, 09:15 - 09:30

We.1.9.4: Agentic Pipeline for Self-Synchronized Multiview Joint Angle Monitoring in Uncalibrated Environments

Juncheng Yu, Lusi A, Haoxuan Xie, Weiming Wang, Tsinghua University
Wed, 29 Jul, 09:30 - 09:45

We.1.9.5: LARGE LANGUAGE MODEL-DRIVEN AGENT IN 3D SLICER FOR IMAGE TREATMENT PIPELINES AUTOMATION

Alexandre Buisson, Paul Dumont, Lucia Cevidanes, Juan Carlos Prieto, University of North Carolina, Chapel Hill, NC ,USA; Aron Aliaga, University of Michigan, Ann Arbor, MI, USA; Jonas Bianchi, University of the Pacific, San Francisco, CA, USA; Rodrigo Texeira, University of Michigan, Ann Arbor, MI, USA; Steve Pieper, Isomics Incorporation, Cambridge, MA, USA; Tengfei Li, Hongtu Zhu, University of North Carolina, Chapel Hill, NC ,USA; Claudia Mattos, University of Michigan, Ann Arbor, MI, USA
Wed, 29 Jul, 09:45 - 10:00

We.1.9.6: Privacy-First Multi-Agent AI Powered Virtual Counselor for SBIRT: Integrating Large Avatar Models with Zero-Retention Architectures

Ruiheng Yu, James Bray, University of Houston; Yunqi Liu, University of Toronto; Xinyu Qin, Lu Wang, university of Houston