In-vivo quantification of lactate using Near Infrared reflectance spectroscopy. - Nystha Baishya; Mohammad Mamouei; Karthik Budidha; Meha Qassem; Pankaj Vadgama; Panayiotis A. Kyriacou (EMBC, 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)

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)

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)

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)

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)

Uncertainty-Aware Interpretable Deep Learning for Slum Mapping and Monitoring. - Thomas Fisher; Harry Gibson; Yunzhe Liu 001; Moloud Abdar; Marius Posa; Gholamreza Salimi-Khorshidi; Abdelaali Hassaïne; Yutong Cai; Kazem Rahimi; Mohammad Mamouei (Remote. Sens., 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., 2022)

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, 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; et al. (Inf. Fusion, 2023)

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., 2024)