2025
|
K. Vyas M.-R. Tseng, A. Das; Gutierrez-Osuna, R. Hypoglycemia prediction in type 1 diabetes with electrocardiography beat ensembles Journal Article In: Journal of Diabetes Science and Technology, 2025. @article{nokey,
title = {Hypoglycemia prediction in type 1 diabetes with electrocardiography beat ensembles},
author = {M.-R. Tseng, K. Vyas, A. Das, W. Q., D. Dave, M. Erranguntla, C. Villegas, D. DeSalvo, S. McKay, G. Cote, and
R. Gutierrez-Osuna},
url = {https://psi.engr.tamu.edu/wp-content/uploads/2025/02/tseng2025jdst.pdf
https://journals.sagepub.com/eprint/JQS9VYVVUJZME3RTPDVM/full},
year = {2025},
date = {2025-02-26},
urldate = {2025-02-26},
journal = {Journal of Diabetes Science and Technology},
keywords = {Continuous glucose monitors, Deep learning, Diabetes, Health, Wearable sensors},
pubstate = {published},
tppubtype = {article}
}
|
2024
|
E. Do A. Das, N. Glanz; Gutierrez-Osuna, R. Macronutrient constraints and priors improve carbohydrate predictions from continuous glucose monitors Proceedings Article In: IEEE-EMBS International Conference on Body Sensor Networks (BSN'24), 2024. @inproceedings{nokey,
title = {Macronutrient constraints and priors improve carbohydrate predictions from continuous glucose monitors},
author = {A. Das, E. Do, N. Glanz, W. Bevier, R. Santiago, D. Kerr, B. Mortazavi and R. Gutierrez-Osuna},
url = {https://psi.engr.tamu.edu/wp-content/uploads/2024/08/anurag-BSN24-macro.pdf},
year = {2024},
date = {2024-10-15},
booktitle = {IEEE-EMBS International Conference on Body Sensor Networks (BSN'24)},
keywords = {Continuous glucose monitors, Diabetes},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Dave, D.; Vyas, K.; Branan, K.; McKay, S.; DeSalvo, D. J.; Gutierrez-Osuna, R.; Cote, G. L.; Erraguntla, M. Detection of hypoglycemia and hyperglycemia using ECG and accelerometer based non-invasive wearable sensors Journal Article In: Journal of Diabetes Science and Technology, vol. 18, iss. 2, 2024. @article{darpit2022jdst,
title = {Detection of hypoglycemia and hyperglycemia using ECG and accelerometer based non-invasive wearable sensors},
author = {D. Dave and K. Vyas and K. Branan and S. McKay and D. J. DeSalvo and R. Gutierrez-Osuna and G. L. Cote and M. Erraguntla},
url = {https://journals.sagepub.com/doi/full/10.1177/19322968221116393
https://psi.engr.tamu.edu/wp-content/uploads/2024/07/darpit-2024-jdst-1.pdf},
year = {2024},
date = {2024-07-16},
urldate = {2024-07-16},
journal = {Journal of Diabetes Science and Technology},
volume = {18},
issue = {2},
keywords = {Continuous glucose monitors, Diabetes, Wearable sensors},
pubstate = {published},
tppubtype = {article}
}
|
2023
|
Carolina Villegas Kathan Vyas, Elizabeth Kubota-Mishra; Gutierrez-Osuna, Ricardo Detection of glycemic excursions using morphological and time-domain ECG features Proceedings Article In: IEEE-EMBS Intl. Conf. Body Sensor Networks(IEEE BSN) 2023
, 2023. @inproceedings{nokey,
title = {Detection of glycemic excursions using morphological and time-domain ECG features},
author = {Kathan Vyas, Carolina Villegas, Elizabeth Kubota-Mishra, Darpit Dave,
Madhav Erraguntla, Gerard Coté, Daniel J. DeSalvo, Siripoom McKay and Ricardo Gutierrez-Osuna},
url = {https://psi.engr.tamu.edu/wp-content/uploads/2023/11/hypoglycemia2023kathan.pdf},
year = {2023},
date = {2023-10-09},
booktitle = {IEEE-EMBS Intl. Conf. Body Sensor Networks(IEEE BSN) 2023
},
keywords = {Continuous glucose monitors, Diabetes},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Anurag Das Edmund Do, Namino Glanz Modeling the effect of non-exercise activity thermogenesis on peak post-prandial glucose Proceedings Article In: IEEE-EMBS International Conference on Body Sensor Networks: Sensors and Systems for Digital Health (IEEE BSN) 2023
, 2023. @inproceedings{nokey,
title = {Modeling the effect of non-exercise activity thermogenesis on peak post-prandial glucose},
author = {Edmund Do, Anurag Das, Namino Glanz, Wendy Bevier, Rony Santiago, David Kerr, Ricardo Gutierrez-Osuna, Bobak J. Mortazavi},
url = {https://psi.engr.tamu.edu/wp-content/uploads/2023/11/neat2023edmund.pdf},
year = {2023},
date = {2023-10-09},
urldate = {2023-10-09},
booktitle = {IEEE-EMBS International Conference on Body Sensor Networks: Sensors and Systems for Digital Health (IEEE BSN) 2023
},
keywords = {Continuous glucose monitors, Diabetes},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Sicong Huang Lida Zhang, Anurag Das Joint embedding of food photographs and blood blucose for improved calorie estimation Proceedings Article In: IEEE-EMBS Int. Conf. Body Sensor Networks (IEEE BSN) , 2023. @inproceedings{nokey,
title = {Joint embedding of food photographs and blood blucose for improved calorie estimation},
author = {Lida Zhang, Sicong Huang, Anurag Das, Edmund Do, Namino Glantz, Wendy Bevier, Rony Santiago, David Kerr, Ricardo Gutierrez-Osuna, Bobak J. Mortazavi
},
url = {https://psi.engr.tamu.edu/wp-content/uploads/2023/11/photoCGM2023lida.pdf},
year = {2023},
date = {2023-10-09},
urldate = {2023-10-09},
booktitle = {IEEE-EMBS Int. Conf. Body Sensor Networks (IEEE BSN) },
journal = {Proc. IEEE-EMBS International Conference on Body Sensor Networks: Sensors and Systems for Digital Health (IEEE BSN) 2023},
keywords = {Continuous glucose monitors, Diabetes},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2022
|
Das, A.; Mortazavi, B.; Sajjadi, S.; Chaspari, T.; Ruebush, L. E.; Deutz, N. E.; Cote, G. L.; Gutierrez-Osuna, R. Predicting the macronutrient composition of mixed meals from dietary biomarkers in blood Journal Article In: IEEE Journal of Biomedical and Health Informatics, vol. 26, no. 6, pp. 2726-2736, 2022. @article{anurag2021aminoacids,
title = {Predicting the macronutrient composition of mixed meals from dietary biomarkers in blood},
author = {A. Das and B. Mortazavi and S. Sajjadi and T. Chaspari and L. E. Ruebush and N. E. Deutz and G. L. Cote and R. Gutierrez-Osuna},
url = {https://ieeexplore.ieee.org/document/9645322
https://psi.engr.tamu.edu/wp-content/uploads/2021/12/jbhi-aminoacids-2021-preprint.pdf},
year = {2022},
date = {2022-06-04},
urldate = {2021-12-05},
journal = {IEEE Journal of Biomedical and Health Informatics},
volume = {26},
number = {6},
pages = {2726-2736},
keywords = {Chemical sensors, Continuous glucose monitors, Health, Wearable sensors},
pubstate = {published},
tppubtype = {article}
}
|
Yang, M.; Dave, D.; Erraguntla, M.; Cote, G.; Gutierrez-Osuna, R. Joint hypoglycemia prediction and glucose forecasting via deep multi-task learning Proceedings Article In: Proc. ICASSP, 2022. @inproceedings{mu2022icassp,
title = {Joint hypoglycemia prediction and glucose forecasting via deep multi-task learning},
author = {M. Yang and D. Dave and M. Erraguntla and G. Cote and R. Gutierrez-Osuna},
url = {https://psi.engr.tamu.edu/wp-content/uploads/2023/07/yang2022icassp_hypoglycemia.pdf
https://ieeexplore.ieee.org/document/9746129},
year = {2022},
date = {2022-05-22},
urldate = {2022-05-22},
booktitle = {Proc. ICASSP},
keywords = {Continuous glucose monitors, Deep learning, Health, Wearable sensors},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Branan, Kimberly L.; Reyes, Gilberto O. Flores; Abel, John A.; Erraguntla, Madhav; Gutierrez-Osuna, Ricardo; Coté, Gerard L. Multi-modal physiological sensing on the upper arm Proceedings Article In: Proc. SPIE, 2022. @inproceedings{kimberly2022spie,
title = {Multi-modal physiological sensing on the upper arm},
author = {Kimberly L. Branan and Gilberto O. Flores Reyes and John A. Abel and Madhav Erraguntla and Ricardo Gutierrez-Osuna and Gerard L. Coté},
url = {https://psi.engr.tamu.edu/wp-content/uploads/2022/04/1195608.pdf},
year = {2022},
date = {2022-03-02},
urldate = {2022-03-02},
booktitle = {Proc. SPIE},
journal = {Proceedings of SPIE},
volume = {11956},
keywords = {Continuous glucose monitors, Health, Wearable sensors},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2021
|
Yang, M.; Paromita, P.; Chaspari, T.; Das, A.; Sajjadi, S.; Mortazavi, B. J.; Gutierrez-Osuna, R. A Metric Learning Approach for Personalized Meal Macronutrient Estimation from Postprandial Glucose Response Signals Proceedings Article In: Proc. IEEE/EMBS Intl. Conf. Biomedical And Health Informatics (BHI 2021)., 2021. @inproceedings{theodora2021bhi,
title = {A Metric Learning Approach for Personalized Meal Macronutrient Estimation from Postprandial Glucose Response Signals},
author = {M. Yang and P. Paromita and T. Chaspari and A. Das and S. Sajjadi and B. J. Mortazavi and R. Gutierrez-Osuna},
url = {http://ceur-ws.org/Vol-2903/IUI21WS-HEALTHI-10.pdf
https://psi.engr.tamu.edu/wp-content/uploads/2022/01/IUI21WS-HEALTHI-10.pdf},
year = {2021},
date = {2021-07-27},
urldate = {2021-07-27},
booktitle = {Proc. IEEE/EMBS Intl. Conf. Biomedical And Health Informatics (BHI 2021).},
keywords = {Chemical sensors, Continuous glucose monitors, Deep learning, Health, Wearable sensors},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Hagve, M.; Simbo, S. Y.; Ruebush, L. E.; Engelen, M. P. K. J.; Gutierrez-Osuna, R.; Mortazavi, B. J.; Cote, G. L.; Deutz, N. E. P. Postprandial concentration of circulating branched chain amino acids are able to predict the carbohydrate content of the ingested mixed meal Journal Article In: Clinical Nutrition, 2021. @article{martin2021clinicalnutrition,
title = {Postprandial concentration of circulating branched chain amino acids are able to predict the carbohydrate content of the ingested mixed meal},
author = {M. Hagve and S. Y. Simbo and L. E. Ruebush and M. P. K. J. Engelen and R. Gutierrez-Osuna and B. J. Mortazavi and G. L. Cote and N. E. P. Deutz},
url = {https://www.sciencedirect.com/science/article/pii/S0261561421003502
https://psi.engr.tamu.edu/wp-content/uploads/2021/07/1-s2.0-S0261561421003502-main.pdf},
year = {2021},
date = {2021-07-13},
journal = {Clinical Nutrition},
keywords = {Chemical sensors, Continuous glucose monitors, Health, Wearable sensors},
pubstate = {published},
tppubtype = {article}
}
|
Das, A.; Mortazavi, B.; Chaspari, T.; Sajjadi, S.; Paromita, P.; Ruebush, L.; Deutz, N.; Gutierrez-Osuna, R. A sparse coding approach to automatic diet monitoring with continuous glucose monitors Proceedings Article In: In Proc. ICASSP, 2021. @inproceedings{anurag2021icassp,
title = {A sparse coding approach to automatic diet monitoring with continuous glucose monitors},
author = {A. Das and B. Mortazavi and T. Chaspari and S. Sajjadi and P. Paromita and L. Ruebush and N. Deutz and R. Gutierrez-Osuna},
url = {https://psi.engr.tamu.edu/wp-content/uploads/2021/08/ICASSP_2021_AnuragDas.pdf},
year = {2021},
date = {2021-06-06},
booktitle = {In Proc. ICASSP},
keywords = {Chemical sensors, Continuous glucose monitors, Health, Wearable sensors},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Sajjadi, S.; Mortazavi, B. J.; Das, A.; Chaspari, T.; Paromita, P.; Ruebush, L. E.; Deutz, N. E.; Gutierrez-Osuna, R. Towards the development of subject-independent inverse metabolic models Proceedings Article In: In Proc. ICASSP, 2021. @inproceedings{hooman2021icassp,
title = {Towards the development of subject-independent inverse metabolic models},
author = {S. Sajjadi and B. J. Mortazavi and A. Das and T. Chaspari and P. Paromita and L. E. Ruebush and N. E. Deutz and R. Gutierrez-Osuna},
url = {https://psi.engr.tamu.edu/wp-content/uploads/2021/08/ICASSP_21_SubjectIndependentIMM_CameraReady.pdf},
year = {2021},
date = {2021-06-06},
booktitle = {In Proc. ICASSP},
keywords = {Chemical sensors, Continuous glucose monitors, Health, Wearable sensors},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Paromita, P.; Chaspari, T.; Sajjadi, S.; Das, A.; Mortazavi, B. J.; Gutierrez-Osuna, R. Personalized Meal Classification Using Continuous Glucose Monitors Proceedings Article In: In Proc. IUI HEALTHI Workshop, 2021. @inproceedings{psyche2021healthi,
title = {Personalized Meal Classification Using Continuous Glucose Monitors},
author = {P. Paromita and T. Chaspari and S. Sajjadi and A. Das and B. J. Mortazavi and R. Gutierrez-Osuna},
year = {2021},
date = {2021-04-13},
urldate = {2021-04-13},
booktitle = {In Proc. IUI HEALTHI Workshop},
keywords = {Chemical sensors, Continuous glucose monitors, Deep learning, Health, Wearable sensors},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2019
|
Huo, Z.; Mortazavi, B. J.; Chaspari, T.; Deutz, N.; Ruebush, L.; Gutierrez-Osuna, R. Predicting the meal macronutrient composition from continuous glucose monitors Proceedings Article In: Proc. IEEE Conf. on Biomedical and Health Informatics, 2019. @inproceedings{huo-2019-bhi,
title = {Predicting the meal macronutrient composition from continuous glucose monitors},
author = {Z. Huo and B. J. Mortazavi and T. Chaspari and N. Deutz and L. Ruebush and R. Gutierrez-Osuna},
year = {2019},
date = {2019-05-19},
booktitle = {Proc. IEEE Conf. on Biomedical and Health Informatics},
keywords = {Chemical sensors, Continuous glucose monitors, Health, Wearable sensors},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2018
|
Goel, N.; Chaspari, T.; Mortazavi, B. J.; Prioleau, T.; A. Sabharwal,; Gutierrez-Osuna, R. Knowledge-driven dictionaries for sparse representation of continuous glucose monitoring signals Proceedings Article In: Proc. EMBC, 2018. @inproceedings{chaspari2018cgm,
title = {Knowledge-driven dictionaries for sparse representation of continuous glucose monitoring signals},
author = {N. Goel and T. Chaspari and B. J. Mortazavi and T. Prioleau and A. Sabharwal, and R. Gutierrez-Osuna},
url = {https://psi.engr.tamu.edu/wp-content/uploads/2018/05/chaspari-2018-embc.pdf},
year = {2018},
date = {2018-07-17},
booktitle = {Proc. EMBC},
volume = {in press},
keywords = {Chemical sensors, Continuous glucose monitors, Health, Wearable sensors},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Chaspari, T.; Mortazavi, B.; Prioleau, T.; Sabharwal, A.; Gutierrez-Osuna, R. Sparse representation models of continuous glucose monitoring time-series Proceedings Article In: Proc. 5th International Conference on Wearable and Implantable Body Sensor Networks, 2018. @inproceedings{theodora2018bsn,
title = {Sparse representation models of continuous glucose monitoring time-series},
author = {T. Chaspari and B. Mortazavi and T. Prioleau and A. Sabharwal and R. Gutierrez-Osuna },
url = {https://psi.engr.tamu.edu/wp-content/uploads/2018/05/chaspari-2018-bsn.pdf},
year = {2018},
date = {2018-03-04},
booktitle = { Proc. 5th International Conference on Wearable and Implantable Body Sensor Networks},
keywords = {Chemical sensors, Continuous glucose monitors, Health, Wearable sensors},
pubstate = {published},
tppubtype = {inproceedings}
}
|
0000
|
Bobak Mortazavi Anurag Das, Nicolaas Deutz Modeling Individual Differences in Food Metabolism through Alternating Least Squares Proceedings Article In: 0000. @inproceedings{nokey,
title = {Modeling Individual Differences in Food Metabolism through Alternating Least Squares},
author = {Anurag Das, Bobak Mortazavi, Nicolaas Deutz, Ricardo Gutierrez-Osuna},
url = {https://ieeexplore.ieee.org/abstract/document/9871822
https://psi.engr.tamu.edu/wp-content/uploads/2023/11/als2022das.pdf},
journal = {2022 Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)},
keywords = {Continuous glucose monitors, Diabetes},
pubstate = {published},
tppubtype = {inproceedings}
}
|