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M

Mohammad Mamouei

university of oxford

15H指数
53论文数
739被引数
收录论文 23
发表时间
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Refined selection of individuals for preventive cardiovascular disease treatment with a transformer-based risk model基于Transformer风险模型的预防性心血管疾病治疗个体精选
errlancet digital health
IF0
err2025-06-01
err0
errOAAI
errShishir Rao; Yikuan Li; Mohammad Mamouei; Gholamreza Salimi-Khorshidi; Malgorzata Wamil; Milad Nazarzadeh; Christopher Yau; Gary S Collins; Rod Jackson; Andrew Vickers; Goodarz Danaei; Kazem Rahimi
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Identification of heart failure subtypes using transformer-based deep learning modelling: a population-based study of 379,108 individuals基于Transformer深度学习建模的心力衰竭亚型识别：一项基于379,108例个体的研究
errEBIOMEDICINE
IF10.8
err2025-04-01
err0
errOAAI
errFan, Zhengxian; Mamouei, Mohammad; Li, Yikuan; Rao, Shishir; Rahimi, Kazem
err分享
err收藏
Refined selection of individuals for preventive cardiovascular disease treatment with a transformer-based risk model
errEUROPEAN HEART JOURNAL
IF35.6
err2024-10-28
err0
errOAAI
errRao, S.; Li, Y.; Mamouei, M.; Salimi-Khorshidi, G.; Wamil, M.; Nazarzadeh, M.; Yau, C.; Collins, G.; Vickers, A.; Danaei, G.; Rahimi, K.
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Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-04-01
err18
errOAAI
errRao, Shishir; Mamouei, Mohammad; Salimi-Khorshidi, Gholamreza; Li, Yikuan; Ramakrishnan, Rema; Hassaine, Abdelaali; Canoy, Dexter; Rahimi, Kazem
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Binarized multi-gate mixture of Bayesian experts for cardiac syndrome X diagnosis: A clinician-in-the-loop scenario with a belief-uncertainty fusion paradigm
errINFORMATION FUSION
IF15.5
err2023-09-01
err5
PREAI
errAbdar, Moloud; Mehrzadi, Arash; Goudarzi, Milad; Masoudkabir, Farzad; Rundo, Leonardo; Mamouei, Mohammad; Sala, Evis; Khosravi, Abbas; Makarenkov, Vladimir; Acharya, U. Rajendra; Saadatagah, Seyedmohammad; Naderian, Mohammadreza; Garcia, Salvador; Sarrafzadegan, Nizal; Nahavandi, Saeid
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Sodium-based paracetamol: impact on blood pressure, cardiovascular events, and all-cause mortality基于钠的扑热息痛: 对血压，心血管事件和全因死亡率的影响
errEUROPEAN HEART JOURNAL
IF35.6
err2023-08-23
err2
errOAAI
errRao, Shishir; Nazarzadeh, Milad; Canoy, Dexter; Li, Yikuan; Huang, Jing; Mamouei, Mohammad; Salimi-Khorshidi, Gholamreza; Schutte, Aletta E.; Neal, Bruce; Smith, George Davey; Rahimi, Kazem
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err收藏
Stratification of diabetes in the context of comorbidities, using representation learning and topological data analysis
errSCIENTIFIC REPORTS
IF3.9
err2023-07-16
err3
errOAAI
errWamil, Malgorzata; Hassaine, Abdelaali; Rao, Shishir; Li, Yikuan; Mamouei, Mohammad; Canoy, Dexter; Nazarzadeh, Milad; Bidel, Zeinab; Copland, Emma; Rahimi, Kazem; Salimi-Khorshidi, Gholamreza
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A comparative study of model-centric and data-centric approaches in the development of cardiovascular disease risk prediction models in the UK Biobank
errEUROPEAN HEART JOURNAL - DIGITAL HEALTH
IF4.4
err2023-05-15
err0
errOAAI
errMamouei, Mohammad; Fisher, Thomas; Rao, Shishir; Li, Yikuan; Salimi-Khorshidi, Ghomalreza; Rahimi, Kazem
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err收藏
Systolic blood pressure, chronic obstructive pulmonary disease and cardiovascular risk
errHEART
IF4.4
err2023-04-20
err4
errOAAI
errRao, Shishir; Nazarzadeh, Milad; Li, Yikuan; Canoy, Dexter; Mamouei, Mohammad; Salimi-Khorshidi, Gholamreza; Rahimi, Kazem
err分享
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Systolic Blood Pressure and Cardiovascular Risk in Patients With Diabetes: A Prospective Cohort Study糖尿病患者的收缩压和心血管风险: 一项前瞻性队列研究
errHYPERTENSION
IF8.2
err2023-03-01
err6
errOAAI
errRao, Shishir; Li, Yikuan; Nazarzadeh, Milad; Canoy, Dexter; Mamouei, Mohammad; Hassaine, Abdelaali; Salimi-Khorshidi, Gholamreza; Rahimi, Kazem
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Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-02-01
err26
errOAAI
errLi, Yikuan; Mamouei, Mohammad; Salimi-Khorshidi, Gholamreza; Rao, Shishir; Hassaine, Abdelaali; Canoy, Dexter; Lukasiewicz, Thomas; Rahimi, Kazem
err分享
err收藏
Validation of risk prediction models applied to longitudinal electronic health record data for the prediction of major cardiovascular events in the presence of data shifts
errEUROPEAN HEART JOURNAL - DIGITAL HEALTH
IF4.4
err2022-10-21
err9
errOAAI
errLi, Yikuan; Salimi-Khorshidi, Gholamreza; Rao, Shishir; Canoy, Dexter; Hassaine, Abdelaali; Lukasiewicz, Thomas; Rahimi, Kazem; Mamouei, Mohammad
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Comparison of pulse rate variability and morphological features of photoplethysmograms in estimation of blood pressure
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2022-09-01
err11
errOAAI
errMejia-Mejia, Elisa; Budidha, Karthik; Kyriacou, Panayiotis A.; Mamouei, Mohammad
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Investigating the association of environmental exposures and all-cause mortality in the UK Biobank using sparse principal component analysis
errSCIENTIFIC REPORTS
IF3.9
err2022-06-02
err6
errOAAI
errMamouei, Mohammad; Zhu, Yajie; Nazarzadeh, Milad; Hassaine, Abdelaali; Salimi-Khorshidi, Gholamreza; Cai, Yutong; Rahimi, Kazem
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Deep Bayesian Gaussian processes for uncertainty estimation in electronic health records (vol 11, 20685, 2021)
errSCIENTIFIC REPORTS
IF3.9
err2021-11-09
err1
errOAAI
errLi, Yikuan; Rao, Shishir; Hassaine, Abdelaali; Ramakrishnan, Rema; Canoy, Dexter; Salimi-Khorshidi, Gholamreza; Mamouei, Mohammad; Lukasiewicz, Thomas; Rahimi, Kazem
err分享
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Deep Bayesian Gaussian processes for uncertainty estimation in electronic health records
errSCIENTIFIC REPORTS
IF3.9
err2021-10-19
err16
errOAAI
errLi, Yikuan; Rao, Shishir; Hassaine, Abdelaali; Ramakrishnan, Rema; Canoy, Dexter; Salimi-Khorshidi, Gholamreza; Mamouei, Mohammad; Lukasiewicz, Thomas; Rahimi, Kazem
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An empirical investigation of deviations from the Beer-Lambert law in optical estimation of lactate
errSCIENTIFIC REPORTS
IF3.9
err2021-07-02
err28
errOAAI
errMamouei, M.; Budidha, K.; Baishya, N.; Qassem, M.; Kyriacou, P. A.
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Design and Analysis of a Continuous and Non-Invasive Multi-Wavelength Optical Sensor for Measurement of Dermal Water Content用于真皮含水量测量的连续无创多波长光学传感器的设计与分析
errSENSORS
IF3.5
err2021-03-19
err9
errOAAI
errMamouei, Mohammad; Chatterjee, Subhasri; Razban, Meysam; Qassem, Meha; Kyriacou, Panayiotis A.
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Comparison of Dual Beam Dispersive and FTNIR Spectroscopy for Lactate Detection双光束色散和FTNIR光谱检测乳酸的比较
errSENSORS
IF3.5
err2021-03-08
err3
errOAAI
errBaishya, Nystha; Mamouei, Mohammad; Budidha, Karthik; Qassem, Meha; Vadgama, Pankaj; Kyriacou, Panayiotis A.
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Comparison of wavelength selection methods for in-vitro estimation of lactate: a new unconstrained, genetic algorithm-based wavelength selection乳酸体外估计波长选择方法的比较: 一种新的无约束，基于遗传算法的波长选择
errSCIENTIFIC REPORTS
IF3.9
err2020-10-09
err16
errOAAI
errMamouei, Mohammad; Budidha, Karthik; Baishya, Nystha; Qassem, Meha; Kyriacou, Panayiotis
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研究方向

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合作期刊
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A
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G
Gary S. Collins
H 指数: 122 · 论文数: 825
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