Publications
Mobile Health Technology: From Daily Care and Pandemics to their Energy Consumption and Environmental Impact Journal Article
In: Mob. Networks Appl., 27 (2), pp. 652–656, 2022.
Confidence-Enhanced Early Warning Score Based on Fuzzy Logic Journal Article
In: Mob. Networks Appl., 27 (2), pp. 691–708, 2022.
Robust PPG Peak Detection Using Dilated Convolutional Neural Networks Journal Article
In: Sensors, 22 (16), pp. 6054, 2022.
Concurrent Application Bias Scheduling for Energy Efficiency of Heterogeneous Multi-Core Platforms Journal Article
In: IEEE Trans. Computers, 71 (4), pp. 743–755, 2022.
Online Learning for Orchestration of Inference in Multi-user End-edge-cloud Networks Journal Article
In: ACM Trans. Embed. Comput. Syst., 21 (6), pp. 73:1–73:25, 2022.
AMSER: Adaptive Multimodal Sensing for Energy Efficient and Resilient eHealth Systems Inproceedings
In: Bolchini, Cristiana; Verbauwhede, Ingrid; Vatajelu, Ioana (Ed.): 2022 Design, Automation & Test in Europe Conference & Exhibition, DATE 2022, Antwerp, Belgium, March 14-23, 2022, pp. 1455–1460, IEEE, 2022.
Personal Pain Sensitivity Prediction from Ultra-short-term Resting Heart Rate Variability Inproceedings
In: 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2022, Glasgow, Scotland, United Kingdom, July 11-15, 2022, pp. 1137–1140, IEEE, 2022.
ECG Biosignal Deidentification Using Conditional Generative Adversarial Networks Inproceedings
In: 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2022, Glasgow, Scotland, United Kingdom, July 11-15, 2022, pp. 1366–1370, IEEE, 2022.
Novel Blood Pressure Waveform Reconstruction from Photoplethysmography using Cycle Generative Adversarial Networks Inproceedings
In: 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2022, Glasgow, Scotland, United Kingdom, July 11-15, 2022, pp. 1906–1909, IEEE, 2022.
PPG Signal Reconstruction Using Deep Convolutional Generative Adversarial Network Inproceedings
In: 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2022, Glasgow, Scotland, United Kingdom, July 11-15, 2022, pp. 3387–3391, IEEE, 2022.
Label Alignment Improves EEG-based Machine Learning-based Classification of Traumatic Brain Injury Inproceedings
In: 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2022, Glasgow, Scotland, United Kingdom, July 11-15, 2022, pp. 3546–3549, IEEE, 2022.
Prenatal Cortisol Levels Estimation Using Heart Rate and Heart Rate Variability: A Weak Supervised Learning Based Approach Inproceedings
In: 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2022, Glasgow, Scotland, United Kingdom, July 11-15, 2022, pp. 4430–4433, IEEE, 2022.
Flexible and Personalized Learning for Wearable Health Applications using HyperDimensional Computing Inproceedings
In: Savidis, Ioannis; Sasan, Avesta; Thapliyal, Himanshu; DeMara, Ronald F. (Ed.): GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6 - 8, 2022, pp. 357–360, ACM, 2022.
Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user Edge-cloud Networks Inproceedings
In: 23rd International Symposium on Quality Electronic Design, ISQED 2022, Santa Clara, CA, USA, April 6-7, 2022, pp. 1–6, IEEE, 2022.
Reinforcement Learning For Sepsis Treatment: A Continuous Action Space Solution Inproceedings
In: Lipton, Zachary C.; Ranganath, Rajesh; Sendak, Mark P.; Sjoding, Michael W.; Yeung, Serena (Ed.): Proceedings of the Machine Learning for Healthcare Conference, MLHC 2022, 5-6 August 2022, Durham, NC, USA, pp. 631–647, PMLR, 2022.
Novel Blood Pressure Waveform Reconstruction from Photoplethysmography using Cycle Generative Adversarial Networks Journal Article
In: CoRR, abs/2201.09976 , 2022.
In: CoRR, abs/2201.11230 , 2022.
GoodIT '21: Proceedings of the Conference on Information Technology for Social Good, 2021.
In: Family Process, 61 (1), pp. 108-129, 2021.
Be My Safe Haven: Parent--Child Relationships and Emotional Health During COVID-19 Journal Article
In: Journal of pediatric psychology, 46 (6), pp. 624–634, 2021.