Mohammad Mamouei

According to our database, Mohammad Mamouei authored at least 11 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

Shishir Rao, Mohammad Mamouei, Gholamreza Salimi-Khorshidi, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, Kazem Rahimi

IEEE Trans. Neural Networks Learn. Syst., April, 2024

2023

Binarized multi-gate mixture of Bayesian experts for cardiac syndrome X diagnosis: A clinician-in-the-loop scenario with a belief-uncertainty fusion paradigm.

Moloud Abdar, Arash Mehrzadi, Milad Goudarzi, Farzad Masoudkabir, Leonardo Rundo, Mohammad Mamouei, Evis Sala, Abbas Khosravi, Vladimir Makarenkov, U. Rajendra Acharya, Seyedmohammad Saadatagah, Mohammadreza Naderian, Salvador García, Nizal Sarrafzadegan, Saeid Nahavandi

Inf. Fusion, September, 2023

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, Shishir Rao, Abdelaali Hassaïne, Dexter Canoy, Thomas Lukasiewicz, Kazem Rahimi

IEEE J. Biomed. Health Informatics, February, 2023

2022

Comparison of pulse rate variability and morphological features of photoplethysmograms in estimation of blood pressure.

Elisa Mejía-Mejía, Karthik Budidha, Panayiotis A. Kyriacou, Mohammad Mamouei

Biomed. Signal Process. Control., September, 2022

Uncertainty-Aware Interpretable Deep Learning for Slum Mapping and Monitoring.

Thomas Fisher, Harry Gibson, Yunzhe Liu, Moloud Abdar, Marius Posa, Gholamreza Salimi-Khorshidi, Abdelaali Hassaïne, Yutong Cai, Kazem Rahimi, Mohammad Mamouei

Remote. Sens., 2022

Clinical outcome prediction under hypothetical interventions - a representation learning framework for counterfactual reasoning.

Yikuan Li, Mohammad Mamouei, Shishir Rao, Abdelaali Hassaïne, Dexter Canoy, Thomas Lukasiewicz, Kazem Rahimi, Gholamreza Salimi Khorshidi

CoRR, 2022

2021

Design and Analysis of a Continuous and Non-Invasive Multi-Wavelength Optical Sensor for Measurement of Dermal Water Content.

Mohammad Mamouei, Subhasri Chatterjee, Meysam Razban, Meha Qassem, Panayiotis A. Kyriacou

Sensors, 2021

Comparison of Dual Beam Dispersive and FTNIR Spectroscopy for Lactate Detection.

Nystha Baishya, Mohammad Mamouei, Karthik Budidha, Meha Qassem, Pankaj Vadgama, Panayiotis A. Kyriacou

Sensors, 2021

Transfer Learning in Electronic Health Records through Clinical Concept Embedding.

José Roberto Ayala Solares, Yajie Zhu, Abdelaali Hassaïne, Shishir Rao, Yikuan Li, Mohammad Mamouei, Dexter Canoy, Kazem Rahimi, Gholamreza Salimi Khorshidi

CoRR, 2021

Risk factor identification for incident heart failure using neural network distillation and variable selection.

Yikuan Li, Shishir Rao, Mohammad Mamouei, Gholamreza Salimi Khorshidi, Dexter Canoy, Abdelaali Hassaïne, Thomas Lukasiewicz

CoRR, 2021

In-vivo quantification of lactate using Near Infrared reflectance spectroscopy.

Nystha Baishya, Mohammad Mamouei, Karthik Budidha, Meha Qassem, Pankaj Vadgama, Panayiotis A. Kyriacou

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021