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Functional and Cognitive Health Assessment of Older Adults with Dementia

Description: Can smart technology in the home be used to assess early functional and behavioral impairment?
Funding type: research
Funder scheme: AARG
Start date: 2017-01-01
Investigator: Nirmalya Roy
Institution: University of Maryland Baltimore County
Funded outputs count: 11
Funder award ID: AARG-17-533039
OpenAlex ID: G7908106915
OMAD: On-device Mental Anomaly Detection for Substance and Non-Substance Users
2022 · Dey, Emon, Roy, Nirmalya · arXiv (Cornell University)
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STranGAN: Adversarially-learnt Spatial Transformer for scalable human activity recognition
2021 · Abu Zaher Md Faridee, Avijoy Chakma, et al. · Smart Health · 18
CamSense: A camera-based contact-less heart activity monitoring
2021 · Zahid Hasan, Sreenivasan Ramasamy Ramamurthy, et al. · Smart Health · 14
OMAD: On-device Mental Anomaly Detection for Substance and Non-Substance Users
2020 · Emon Dey, Nirmalya Roy · IEEE International Conference on Bioinformatics and Bioengineering (BIBE) · 7
StanceScorer: A Data Driven Approach to Score Badminton Player
2020 · Indrajeet Ghosh, Sreenivasan Ramasamy Ramamurthy, et al. · IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) · 21
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AugToAct
2019 · Abu Zaher Md Faridee, Md Abdullah Al Hafiz Khan, et al. · EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous) · 17
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Active Deep Learning for Activity Recognition with Context Aware Annotator Selection
2019 · H M Sajjad Hossain, Nirmalya Roy · ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · 35
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2018 · ACM Transactions on Interactive Intelligent Systems
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An Active Sleep Monitoring Framework Using Wearables
2018 · H. M. Sajjad Hossain, Sreenivasan R. Ramamurthy, et al. · ACM Transactions on Interactive Intelligent Systems · 17
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DeActive
2018 · H. M. Sajjad Hossain, MD Abdullah Al Haiz Khan, et al. · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 56
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Recent trends in machine learning for human activity recognition—A survey
2018 · Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 299
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