WZ
Weihua Zhou
cs.CVMyocardial Perfusion ImagingCardiac Resynchronization Therapyeess.IVSPECTcs.LGDeep LearningHeart Failurephysics.med-phdeep learning
On Valency
published · living versionsW_93849agf·v1 · currentpublished
GRAC: Graph-Based Retrieval-Augmented Captioning for Surgical Scene Description
with Rochak Dhakal, Chen Zhao, Soup Cobb, Xin Qian +1
1 version
Preprints & journals
127 papers in the corpus · 2008–2026Low-Density Lipoprotein Cholesterol and Dementia Risk: Integrating Mendelian Randomization and Target Trial Emulation Within the Heart-Brain Axis.42369461 · Mukumbi, Kudakwashe, Liu, Yanrong, Shi, Zixin et al.2026 · 0 citationsmedRxiv : the preprint server for health sciences. 2026
Cardiovascular Disease Subtypes and Alzheimer's Disease: Phenotypic and Genetic Associations in the UK Biobank and All of Us Research Program.42267709 · Toyli, Aili, Zhao, Chen, Su, Kuan-Jui et al.2026 · 1 citationJournal of the American Heart Association. 2026;15(12):e046172
Sporadic Alzheimer's disease with bipolar-like features: a case report and a brief review of the current research status.42046874 · Kong, Lingzhuo, Yang, Yan, Zhou, Weihua et al.2026 · 0 citationsJournal of Zhejiang University. Science. B. 2026;27(4):416-425
Imaging-Derived Coronary Fractional Flow Reserve: Advances in Physics-Based, Machine Learning, and Physics-Informed Methods.41757284 · Zhu, Tanxin, Hossen, Emran, Zhao, Chen et al.2026 · 0 citationsArXiv. 2026
Artificial intelligence in nuclear cardiology: Technical perspectives, strategic directions, and recommendations from an IAEA expert working group.41469289 · Wiefels, Christiane, Juárez-Orozco, Luis Eduardo, Craviolatti, Pietro Selemo et al.2026 · 2 citationsSeminars in nuclear medicine. 2026;56(1):119-131
UG-FedDA: Uncertainty-Guided Federated Domain Adaptation for Multi-Center Alzheimer's Disease Detection2512.05814v1 · Fubao Zhu, Zhanyuan Jia, Zhiguo Wang et al.2025 · 0 citationsarXiv
The heart-brain axis: unraveling the interconnections between cardiovascular and Alzheimer's diseases.41367378 · Toyli, Aili, Shaik, Anjum, Zhao, Chen et al.2025 · 9 citationsFrontiers in cardiovascular medicine. 2025;12:1685461
An Advanced Two-Stage Model with High Sensitivity and Generalizability for Prediction of Hip Fracture Risk Using Multiple Datasets.41281219 · Sun, Shuo, Zhou, Meiling, Zhao, Chen et al.2025 · 0 citationsArXiv. 2025
Clinical phenotypes among patients that underwent cardiac resynchronization therapy using unsupervised learning integrating gated SPECT.41058133 · Leal de Azevedo Junior, Giovane, Painter, Noah, He, Zhuo et al.2025 · 0 citationsNuclear medicine communications. 2025;46(12):1145-1154
Phenotypic and Genetic Associations Between Cardiovascular Disease Subtypes and Alzheimer's Disease.40950506 · Toyli, Aili, Zhao, Chen, Su, Kuan-Jui et al.2026 · 0 citationsmedRxiv : the preprint server for health sciences. 2025
Finite Element Model Updating for a Continuous Beam-Arch Composite Bridge Based on the RSM and a Nutcracker Optimization Algorithm.40807997 · Zhou, Weihua, Yang, Hongyin, Hao, Jing et al.2025 · 6 citationsSensors (Basel, Switzerland). 2025;25(15)
Multi-graph Graph matching for coronary artery semantic labeling in invasive coronary angiograms.40718858 · Zhao, Chen, Xu, Zhihui, Baral, Pukar et al.2026 · 6 citationsPattern recognition. 2026;169
UPMAD-Net: A Brain Tumor Segmentation Network with Uncertainty Guidance and Adaptive Multimodal Feature Fusion2505.03494v1 · Zhanyuan Jia, Ni Yao, Danyang Sun et al.2025 · 0 citationsarXiv
Predicting cardiac resynchronization therapy response: development and validation of a single photon emission computed tomography-based nomogram.40384719 · Jiang, Zhongwei, Zhao, Zhongqiang, He, Zhuo et al.2025 · 0 citationsQuantitative imaging in medicine and surgery. 2025;15(5):4247-4261
Myocardial Region-guided Feature Aggregation Net for Automatic Coronary artery Segmentation and Stenosis Assessment using Coronary Computed Tomography Angiography2504.19300v1 · Ni Yao, Xiangyu Liu, Danyang Sun et al.2025 · 0 citationsarXiv
A New Method Using Deep Learning to Predict the Response to Cardiac Resynchronization Therapy.39979759 · Larsen, Kristoffer, He, Zhuo, de A Fernandes, Fernando et al.2025 · 3 citationsJournal of imaging informatics in medicine. 2025;38(6):4029-4045
Application of pedicled supraclavicular flaps in hypopharyngectomy with preservation of laryngeal function.39719548 · Zhou, Weihua, Li, Junliang, Feng, Huajun et al.2024 · 2 citationsBMC surgery. 2024;24(1):417
Comparison of cerebral technetium-99m-ethyl cysteinate dimer perfusion in patients with dementia with Lewy bodies and Parkinson's disease dementia.39711303 · Toyli, Aili, Hung, Guang-Uei, Zhao, Chen et al.2025 · 0 citationsNuclear medicine communications. 2025;46(3):218-222
SGUQ: Staged Graph Convolution Neural Network for Alzheimer's Disease Diagnosis using Multi-Omics Data.39483351 · Tao, Liang, Xie, Yixin, Deng, Jeffrey D et al.2025 · 4 citationsArXiv. 2024
Comparison of Cerebral ECD Perfusion in Patients with Dementia with Lewy Bodies and Parkinson's Disease Dementia10.1101/2024.10.02.24314782v1 · Toyli, A., Hung, G.-U., Zhao, C. et al.2024 · 0 citationsmedRxiv
Incremental Value of Radiomics Features of Epicardial Adipose Tissue for Detecting the Severity of COVID-19 Infection.39392272 · Yao, Ni, Tian, Yanhui, Neves, Daniel Gama das et al.2024 · 0 citationsKardiologiia. 2024;64(9):96-104
A Robust Deep Learning Method with Uncertainty Estimation for the Pathological Classification of Renal Cell Carcinoma Based on CT Images.39313716 · Yao, Ni, Hu, Hang, Chen, Kaicong et al.2025 · 13 citationsJournal of imaging informatics in medicine. 2025;38(3):1323-1333
Multi-scale variational autoencoder for imputation of missing values in untargeted metabolomics using whole-genome sequencing data.38955127 · Zhao, Chen, Su, Kuan-Jui, Wu, Chong et al.2024 · 10 citationsComputers in biology and medicine. 2024;179:108813
A Staged Approach using Machine Learning and Uncertainty Quantification to Predict the Risk of Hip Fracture.38855554 · Shaik, Anjum, Larsen, Kristoffer, Lane, Nancy E et al.2024 · 7 citationsArXiv. 2024
Radiomics Nomogram Derived from Gated Myocardial Perfusion SPECT for Identifying Ischemic Cardiomyopathy.38806952 · Zhou, Chunqing, Xiao, Yi, Li, Longxi et al.2024 · 2 citationsJournal of imaging informatics in medicine. 2024;37(6):2784-2793
A review on machine learning for arterial extraction and quantitative assessment on invasive coronary angiograms2405.08474v1 · Pukar Baral, Chen Zhao, Michele Esposito et al.2024 · 2 citationsarXiv
A novel method combining gated SPECT and vectorcardiography to guide left ventricular lead placement to improve response to cardiac resynchronization therapy: A proof of concept study.38697386 · Si, Hongjin, He, Zhuo, Malhotra, Saurabh et al.2024 · 3 citationsJournal of nuclear cardiology : official publication of the American Society of Nuclear Cardiology. 2024;36:101867
A new method of modeling the multi-stage decision-making process of CRT using machine learning with uncertainty quantification.38463497 · Larsen, Kristoffer, Zhao, Chen, Keyak, Joyce et al.2025 · 1 citationArXiv. 2024
Multi-View Variational Autoencoder for Missing Value Imputation in Untargeted Metabolomics.37873011 · Zhao, Chen, Su, Kuan-Jui, Wu, Chong et al.2024 · 3 citationsArXiv. 2024
CLCLSA: Cross-omics linked embedding with contrastive learning and self attention for integration with incomplete multi-omics data.38295477 · Zhao, Chen, Liu, Anqi, Zhang, Xiao et al.2024 · 29 citationsComputers in biology and medicine. 2024;170:108058
A new hip fracture risk index derived from FEA-computed proximal femur fracture loads and energies-to-failure.38246971 · Cao, Xuewei, Keyak, Joyce H, Sigurdsson, Sigurdur et al.2024 · 7 citationsOsteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA. 2024;35(5):785-794
Multi-view information fusion using multi-view variational autoencoder to predict proximal femoral fracture load.38075049 · Zhao, Chen, Keyak, Joyce H, Cao, Xuewei et al.2023 · 7 citationsFrontiers in endocrinology. 2023;14:1261088
Spatial-temporal V-Net for automatic segmentation and quantification of right ventricle on gated myocardial perfusion SPECT images.37860998 · Zhao, Chen, Shi, Shi, He, Zhuo et al.2023 · 8 citationsMedical physics. 2023;50(12):7415-7426
The influence of arm positions on mechanical dyssynchrony measured by gated myocardial perfusion imaging.37869273 · Zhao, Zhongqiang, Wang, Cheng, Peng, Zeyu et al.2023 · 1 citationQuantitative imaging in medicine and surgery. 2023;13(10):6698-6709
3D fusion between SPECT myocardial perfusion imaging and invasive coronary angiography to guide the treatment for patients with stable CAD10.1101/2023.09.18.23295731v1 · Xu, Z., Malhotra, S., Zhao, C. et al.2023 · 1 citationmedRxiv
Deep-learning-based image segmentation for image-based computational hemodynamic analysis of abdominal aortic aneurysms: a comparison study.37625388 · Lyu, Zonghan, King, Kristin, Rezaeitaleshmahalleh, Mostafa et al.2023 · 16 citationsBiomedical physics & engineering express. 2023;9(6)
EAGMN: Coronary artery semantic labeling using edge attention graph matching network.37725850 · Zhao, Chen, Xu, Zhihui, Hung, Guang-Uei et al.2024 · 13 citationsComputers in biology and medicine. 2023;166:107469
Hyper Association Graph Matching with Uncertainty Quantification for Coronary Artery Semantic Labeling2308.10320v1 · Chen Zhao, Michele Esposito, Zhihui Xu et al.2023 · 1 citationarXiv
Radiomic-based Textural Analysis of Intraluminal Thrombus in Aortic Abdominal Aneurysms: A Demonstration of Automated Workflow.37407866 · Rezaeitaleshmahalleh, Mostafa, Mu, Nan, Lyu, Zonghan et al.2023 · 28 citationsJournal of cardiovascular translational research. 2023;16(5):1123-1134
Automated identification and quantification of myocardial inflammatory infiltration in digital histological images to diagnose myocarditis2307.01098v2 · Yanyun Liu, Xiumeng Hua, Shouping Zhu et al.2023 · 3 citationsarXiv
Deep learning-based diagnosis of disease activity in patients with Graves' orbitopathy using orbital SPECT/CT.37395800 · Yao, Ni, Li, Longxi, Gao, Zhengyuan et al.2026 · 24 citationsEuropean journal of nuclear medicine and molecular imaging. 2023;50(12):3666-3674
AGMN: Association Graph-based Graph Matching Network for Coronary Artery Semantic Labeling on Invasive Coronary Angiograms.37483334 · Zhao, Chen, Xu, Zhihui, Jiang, Jingfeng et al.2025 · 22 citationsPattern recognition. 2023;143
MLA-BIN: Model-level Attention and Batch-instance Style Normalization for Domain Generalization of Federated Learning on Medical Image Segmentation2306.17008v1 · Fubao Zhu, Yanhui Tian, Chuang Han et al.2023 · 1 citationarXiv
A new method using deep transfer learning on ECG to predict the response to cardiac resynchronization therapy2306.01210v1 · Zhuo He, Hongjin Si, Xinwei Zhang et al.2023 · 2 citationsarXiv
A machine learning method integrating ECG and gated SPECT for cardiac resynchronization therapy decision support.37195444 · de A Fernandes, Fernando, Larsen, Kristoffer, He, Zhuo et al.2023 · 9 citationsEuropean journal of nuclear medicine and molecular imaging. 2023;50(10):3022-3033
A new method incorporating deep learning with shape priors for left ventricular segmentation in myocardial perfusion SPECT images.37130501 · Zhu, Fubao, Li, Longxi, Zhao, Jinyu et al.2023 · 33 citationsComputers in biology and medicine. 2023;160:106954
CLCLSA: Cross-omics Linked embedding with Contrastive Learning and Self Attention for multi-omics integration with incomplete multi-omics data.37090237 · Zhao, Chen, Liu, Anqi, Zhang, Xiao et al.2024 · 5 citationsArXiv. 2023
Automatic reorientation by deep learning to generate short-axis SPECT myocardial perfusion images.36859594 · Zhu, Fubao, Wang, Guojie, Zhao, Chen et al.2024 · 10 citationsJournal of nuclear cardiology : official publication of the American Society of Nuclear Cardiology. 2023;30(5):1825-1835
Feasibility of Left Ventricle Lead Implantation in Cardiac Resynchronization Therapy Guided by Gated SPECT and Ventricular Remodeling.37018787 · Nascimento, Erivelton Alessandro do, Fernandes, Fernando de Amorim, Mira, Pedro Augusto Carvalho et al.2023 · 1 citationArquivos brasileiros de cardiologia. 2023;120(3):e20220077
Incremental Value and Interpretability of Radiomics Features of Both Lung and Epicardial Adipose Tissue for Detecting the Severity of COVID-19 Infection2301.12340v2 · Ni Yao, Yanhui Tian, Daniel Gama das Neves et al.2023 · 0 citationsarXiv
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