Mohammad Mamouei

Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records

Yikuan Li, Mohammad Mamouei, Gholamreza Salimi‐Khorshidi et al. · IEEE Journal of Biomedical and Health Informatics · 2022 · 118 citations · Full text

Structured Prediction, Engineering, Machine Learning +23

An empirical investigation of deviations from the Beer–Lambert law in optical estimation of lactate

Mohammad Mamouei, Karthik Budidha, Nystha Baishya et al. · Scientific Reports · 2021 · 47 citations · Full text

An interpretable machine learning framework for measuring urban perceptions from panoramic street view images

Yunzhe Liu, Meixu Chen, Meihui Wang et al. · iScience · 2023 · 47 citations · Full text

Engineering, Machine Learning, Scene Modeling +20

Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records

Shishir Rao, Mohammad Mamouei, Gholamreza Salimi‐Khorshidi et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 35 citations · Full text

A framework for user- and system-oriented optimisation of fuel efficiency and traffic flow in Adaptive Cruise Control

Mohammad Mamouei, Ioannis Kaparias, George Halikias · Transportation Research Part C Emerging Technologies · 2018 · 31 citations

Adaptive Cruise Control, Automotive Engineering, Engineering +11