Scholar
Xiaofan Zhang
Google Scholar ID: 30e95fEAAAAJ
Associate Professor at Shanghai Jiao Tong University
Medical Image Analysis
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Citations & Impact
All-time
Citations
2,031
H-index
21
i10-index
30
Publications
20
Co-authors
0
Contact
Email
xiaofan.zhang@sztu.edu.cn
GitHub
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Publications
5 items
Human-AI Co-reasoning for Clinical Diagnosis with Evidence-Integrated Language Agent
2026
Cited
0
CT-Flow: Orchestrating CT Interpretation Workflow with Model Context Protocol Servers
2026
Cited
0
EHRWorld: A Patient-Centric Medical World Model for Long-Horizon Clinical Trajectories
2026
Cited
0
MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP Integration
2026
Cited
0
Concepts from Representations: Post-hoc Concept Bottleneck Models via Sparse Decomposition of Visual Representations
2026
Cited
0
Resume (English only)
Academic Achievements
1 paper accepted at NeurIPS 2024
Published 'PathoDuet: Foundation models for pathological slide analysis of H&E and IHC stains' in Medical Image Analysis (2024)
3 papers accepted at MICCAI 2024
Published 'ZePT: Zero-shot Pan-Tumor segmentation via query-disentangling and self-prompting' at CVPR 2024
Published 'KiUT: Knowledge-injected U-Transformer for radiology report generation' at CVPR 2023
1 paper accepted at COLING 2024 and 1 at CVPR 2024
2 papers accepted at ACL 2023
Released PULSE-20B LLM with fine-tuning, quantization, and evaluation methods (Dec 2023)
Launched OpenMEDLab (June 2023)
1 paper accepted at MICCAI 2023
Published 'DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system' in MedIA 2022
Multiple earlier publications in CVPR 2016, MedIA 2015, TMI 2014, etc.
Co-authors
0 total
Co-authors: 0 (list not available)
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