Lie Ju
Scholar

Lie Ju

Google Scholar ID: Q6XB27gAAAAJ
University College London; Moorfields Eye Hospital; Monash University
Computer VisionMedical Image AnalysisOphthalmology
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Citations & Impact
All-time
Citations
1,040
 
H-index
19
 
i10-index
27
 
Publications
20
 
Co-authors
16
list available
Contact
No contact links provided.
Publications
7 items
DermAgent: A Self-Reflective Agentic System for Dermatological Image Analysis with Multi-Tool Reasoning and Traceable Decision-Making
2026
Cited
0
A Vision-Language Foundation Model for Zero-shot Clinical Collaboration and Automated Concept Discovery in Dermatology
2026
Cited
0
Native Intelligence Emerges from Large-Scale Clinical Practice: A Retinal Foundation Model with Deployment Efficiency
2025
Cited
0
Benchmarking Real-World Medical Image Classification with Noisy Labels: Challenges, Practice, and Outlook
2025
Cited
0
Generalist versus Specialist Vision Foundation Models for Ocular Disease and Oculomics
2025
Cited
0
Delving into Out-of-Distribution Detection with Medical Vision-Language Models
2025
Cited
0
Flexible Sampling for Long-tailed Skin Lesion Classification
International Conference on Medical Image Computing and Computer-Assisted Intervention · 2022
Cited
9
Resume (English only)
Co-authors
16 total
Zongyuan (Tony) Ge
Zongyuan (Tony) Ge
Associate Prof | Director of AIM for Health Lab | NVIDIA AI Fellowship
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Zhen Yu
Zhen Yu
School of Translational Medicine & Faculty of IT, Monash University
Peng Xia
Peng Xia
PhD student, Department of Computer Science, UNC Chapel Hill
Dwarikanath Mahapatra
Dwarikanath Mahapatra
Khalifa University
Co-author 7
Co-author 7
Siyuan Yan
Siyuan Yan
Research Fellow@Monash University