Jiazhen Pan

5 papers · 2022–2026 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer

Conferences

MICCAI (2) ECCV (1) EMNLP (1) WACV (1)

Top co-authors

Daniel Rueckert (2) Jiayuan Zhu (2) Junde Wu (2) Chen Chen (2) Suprosanna Shit (2) Fenglin Liu (2) Johannes Paetzold (1) Bjoern Menze (1) Hongwei Li (1) Ning Bi (1)

Keywords

semantic segmentation (1) multi-task learning (1) medical imaging (1) image synthesis (1) bayesian active learning (1) diffusion model (1) medical dialogue (1) grounded reasoning (1) large language model (1) diagnostic uncertainty (1) ct imaging (1) abdominal aortic aneurysm (1)

Papers

AortaDiff: A Unified Multitask Diffusion Framework for Contrast-Free AAA Imaging WACV 2026

Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning EMNLP 2025

MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning MICCAI 2025

Whole Heart 3D+T Representation Learning Through Sparse 2D Cardiac MR Images MICCAI 2024

Relationformer: A Unified Framework for Image-to-Graph Generation ECCV 2022