Ke Zou

National University of Singapore — Singapore

Materials Science · Physical Sciences

27h-index3.1kcitations186works2.12yr avg
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Research Topics

Graphene research and applications(32), Electronic and Structural Properties of Oxides(28), Magnetic and transport properties of perovskites and related materials(18), Iron-based superconductors research(16), Retinal Imaging and Analysis(14)

Publications186 total

Reasoning-driven large language models in medicine: opportunities, challenges, and the road ahead
The Lancet Digital Health·2026Open Access
CAAT: Image super-resolution algorithm via channel attention and transformer
Array·2025· 6 citedOpen Access
Can ‘Deep Research’ agents and general AI agentic systems autonomously perform systematic review and meta-analysis?
Eye·2025Open Access
Understanding the robustness of vision-language models to medical image artefacts
npj Digital Medicine·2025· 2 citedOpen Access
Uncertainty-Aware Multimodal Fusion for Reliable Fundus Disease Classification Using a Vision-Language Foundation Model
Lecture notes in computer science·2025
RetBench: Which Ophthalmic Foundation Model Performs Best and Why?
Lecture notes in computer science·2025
Repurposing piroxicam as an SLC7A5 antagonist to ameliorate prothrombotic state in Diane-35–treated polycystic ovary syndrome patients
Computers in Biology and Medicine·2025· 1 cited
A universal method for in situ control of stoichiometry and termination of epitaxial perovskite films
Nature Communications·2025Open Access
Layer-controlled orbital-selective Mott transition in monolayer nickelate
Physical Review Research·2025Open Access
Vision-Amplified Semantic Entropy for Hallucination Detection in Medical Visual Question Answering
Lecture notes in computer science·2025· 1 cited
RIFNet: Bridging Modalities for Accurate and Detailed Ocular Disease Analysis
Lecture notes in computer science·2025
Building the world’s first truly global medical foundation model
Nature Medicine·2025· 2 cited
Generalist versus Specialist Vision Foundation Models for Ocular Disease and Oculomics
arXiv (Cornell University)·2025Open Access
WITHDRAWN: 1139P IL-10 in advanced epithelial ovarian cancer ascites could promote the metastasis of ovarian cancer cells via STAT3 and ERK1/2 phosphorylation
Annals of Oncology·2025
Can a Natural Image-Based Foundation Model Outperform a Retina-Specific Model in Detecting Ocular and Systemic Diseases?
Ophthalmology Science·2025Open Access
EH-Benchmark: Ophthalmic hallucination benchmark and agent-driven top-down traceable reasoning workflow
Information Fusion·2025· 2 citedOpen Access
FusionFM: Fusing Eye-specific Foundational Models for Optimized Ophthalmic Diagnosis
arXiv (Cornell University)·2025Open Access
Ophthalmological Question Answering and Reasoning Using OpenAI o1 vs Other Large Language Models
JAMA Ophthalmology·2025· 8 citedOpen Access
Developing angiogenesis-related prognostic biomarkers and therapeutic strategies in bladder cancer using deep learning and machine learning
Scientific Reports·2025· 2 citedOpen Access
Enhancing diagnostic accuracy in rare and common fundus diseases with a knowledge-rich vision-language model
Nature Communications·2025· 12 citedOpen Access
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Frequent Co-authors

Jun Zhu(12), Charles Ahn(12), F. J. Walker(9), Chong Liu(8), Xia Hong(7), Stephen D. Albright(5), Hyungki Shin(5), Hongde Gai(4), Youshi Wu(4), Fengmiao Li(4), B. A. Davidson(4), Sohrab Ismail‐Beigi(3), Yan Zhou(3), Lijun Song(3), G. Simón(3), Omur E. Dagdeviren(3), Udo D. Schwarz(3), Eric I. Altman(3), Lili Wu(3), Ronny Sutarto(3)