Guangyu Wang

Houston Methodist — United States

Medicine · Health Sciences

21h-index4.3kcitations123works5.92yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(16), COVID-19 diagnosis using AI(13), AI in cancer detection(8), Topic Modeling(6), COVID-19 Clinical Research Studies(6)

Publications122 total

scDrugMap: benchmarking large foundation models for drug response prediction
Nature Communications·2025Open Access
From pretraining to privacy: federated ultrasound foundation model with self-supervised learning
npj Digital Medicine·2025· 1 citedOpen Access
Frequency as identity: A Fourier hypernetwork for spatiotemporal forecasting
Applied Soft Computing·2025Open Access
Federated task-adaptive learning for personalized selection of human IVF-derived embryos
Communications Medicine·2025Open Access
Cardioprotection via vagus nerve stimulation preconditioning: Reducing ischaemia–reperfusion injury and arrhythmic risk
Experimental Physiology·2025Open Access
PIDD1 and p90RSK Mediate Radiation-Induced Genomic Instability in Endothelial Cells: Implications for Cardiovascular Disease Prevention
Free Radical Biology and Medicine·2025
Artificial synapse based on Co <sub>3</sub> O <sub>4</sub> nanosheets for high-accuracy pattern recognition
Chinese Physics B·2025
ComAI: The Convergence of Communication and Artificial Intelligence
IEEE Communications Surveys & Tutorials·2025· 1 cited
A generalist foundation model and database for open-world medical image segmentation
Nature Biomedical Engineering·2025· 5 cited
Effects of forest and simulated nature meditation on university students’ well-being
Journal of Forestry Research·2025
Machine learning model for predicting the magnitude of tumor movement based on clinical information and CT-based radiomics features
Applied Radiation and Isotopes·2025
Lactate promotes invasive Klebsiella pneumoniae liver abscess syndrome by increasing capsular polysaccharide biosynthesis via the PTS-CRP axis
Nature Communications·2025· 6 citedOpen Access
RoseNet: A Cross-Modal Incongruity Adaptive Graph Learning Network in Multimodal Sentiment Recognition
2025
A proximal policy optimization algorithm based on adaptive hierarchical particle swarm
2025
An Efficient Human-in-the-loop Method for Stochastic Policy Reinforcement Learning
2025
FedPC: An Efficient Prototype-Based Clustered Federated Learning on Medical Imaging
IEEE Journal of Biomedical and Health Informatics·2025· 3 cited
The potential of large language models to advance precision oncology
EBioMedicine·2025· 14 citedOpen Access
Prediction of Enthalpy of Mixing of Binary Alloys Based on Machine Learning and CALPHAD Assessments
Metals·2025· 5 citedOpen Access
Primary brainstem malignant melanoma in children: A case report
Asian Journal of Surgery·2025Open Access
Remote-controlled vagal nerve stimulation attenuates ventricular arrhythmias and prevents heart failure progression in a rat model of acute myocardial infarction
Autonomic Neuroscience·2025· 2 cited
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Frequent Co-authors

Kang Zhang(13), Xiaohong Liu(11), Ting Chen(8), Johnson Yiu‐Nam Lau(7), Chengdi Wang(6), Ping Zhang(6), Jun Shen(5), Zhihuan Li(5), Ye Sang(5), W. Xu(5), Oulan Li(5), Manson Fok(5), Weimin Li(5), Zhenglin Yang(5), Kai Wang(5), Xingwang Wu(4), Wenhua Liang(4), Linsen Ye(4), Zehong Yang(4), Huimin Cai(4)