Items where authors include "Nemat, H."

Article

Nemat, H. orcid.org/0000-0003-3276-3953, Khadem, H. orcid.org/0000-0002-6878-875X, Elliott, J. orcid.org/0000-0002-7867-9987 et al. (1 more author) (2025) Physical activity integration in blood glucose level prediction: different levels of data fusion. IEEE Journal of Biomedical and Health Informatics, 29 (2). pp. 1397-1408. ISSN 2168-2194

Elliott, J. orcid.org/0000-0002-7867-9987, Husband, C., Khadem, H. et al. (4 more authors) (2025) Clinical outcomes of a real‐world prospective study using Dexcom ONE continuous glucose monitoring in people with diabetes treated with two or more insulin injections per day. Diabetic Medicine. ISSN 0742-3071

Nemat, H., Khadem, H., Elliott, J. et al. (1 more author) (2024) Data-driven blood glucose level prediction in type 1 diabetes: a comprehensive comparative analysis. Scientific Reports, 14 (1). 21863. ISSN 2045-2322

Khadem, H. orcid.org/0000-0002-6878-875X, Nemat, H., Elliott, J. et al. (1 more author) (2023) Blood glucose level time series forecasting: nested deep ensemble learning lag fusion. Bioengineering, 10 (4). 487. ISSN 2306-5354

Khadem, H. orcid.org/0000-0002-6878-875X, Nemat, H., Elliott, J. et al. (1 more author) (2022) Interpretable machine learning for inpatient COVID-19 mortality risk assessments: diabetes mellitus exclusive interplay. Sensors, 22 (22). 8757. ISSN 1424-8220

Khadem, H. orcid.org/0000-0002-6878-875X, Nemat, H., Elliott, J. orcid.org/0000-0002-7867-9987 et al. (1 more author) (2022) Signal fragmentation based feature vector generation in a model agnostic framework with application to glucose quantification using absorption spectroscopy. Talanta, 243. 123379. ISSN 0039-9140

Nemat, H., Khadem, H., Eissa, M.R. orcid.org/0000-0002-5584-5815 et al. (2 more authors) (2022) Blood glucose level prediction : advanced deep-ensemble learning approach. IEEE Journal of Biomedical and Health Informatics, 26 (6). pp. 2758-2769. ISSN 2168-2194

Khadem, H. orcid.org/0000-0002-6878-875X, Nemat, H., Eissa, M.R. orcid.org/0000-0002-5584-5815 et al. (2 more authors) (2022) COVID-19 mortality risk assessments for individuals with and without diabetes mellitus : machine learning models integrated with interpretation framework. Computers in Biology and Medicine, 144. 105361. ISSN 0010-4825

Khadem, H. orcid.org/0000-0002-6878-875X, Eissa, M.R., Nemat, H. et al. (2 more authors) (2020) Classification before regression for improving the accuracy of glucose quantification using absorption spectroscopy. Talanta, 211. 120740. ISSN 0039-9140

Nemat, H., Fehri, H., Ahmadinejad, N. et al. (2 more authors) (2018) Classification of Breast Lesions in Ultrasonography Using Sparse Logistic Regression and Morphology-based Texture Features. Medical Physics, 45 (9). pp. 4112-4124. ISSN 0094-2405

Proceedings Paper

Nemat, H., Khadem, H. orcid.org/0000-0002-6878-875X, Elliott, J. et al. (1 more author) (2020) Data fusion of activity and CGM for predicting blood glucose levels. In: Bach, K., Bunescu, R., Marling, C. and Wiratunga, N., (eds.) Knowledge Discovery in Healthcare Data 2020. 5th International Workshop on Knowledge Discovery in Healthcare Data co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 29-30 Aug 2020, Santiago de Compostela, Spain (virtual). CEUR Workshop Proceedings , pp. 120-124.

Khadem, H. orcid.org/0000-0002-6878-875X, Nemat, H., Elliott, J. et al. (1 more author) (2020) Multi-lag stacking for blood glucose level prediction. In: Bach, K., Bunescu, R., Marling, C. and Wiratunga, N., (eds.) Knowledge Discovery in Healthcare Data 2020. 5th International Workshop on Knowledge Discovery in Healthcare Data co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 29-30 Aug 2020, Santiago de Compostela, Spain (virtual). CEUR-Workshop Proceedings , pp. 146-150.