Yihong Li
Hao-Chuan Wang
ABSTRACT
Medication intake monitoring is pivotal for healthcare management. While several medication management technologies have been developed, limitations include cost, adoption and adherence, and learning how to use a new system, which is particularly challenging for older adults with cognitive impairment. In this work, we present PA-Pill, a vibration-based sensing system for medication intake monitoring. PA-Pill leverages a physical structure with a unique vibration signature for medication intake event detection and recognition. We implement a prototype and depict preliminary results to verify the feasibility.
- Murtadha Aldeer, Musaab Alaziz, Jorge Ortiz, Richard E Howard, and Richard P Martin. 2019. A sensing-based framework for medication compliance monitoring. In Proceedings of the 1st ACM International Workshop on Device-Free Human Sensing. 52--56.Google Scholar
Digital Library
- Jonathon Fagert, Mostafa Mirshekari, Shijia Pan, Linda Lowes, Megan Iammarino, Pei Zhang, and Hae Young Noh. 2021. Structure-and sampling-adaptive gait balance symmetry estimation using footstep-induced structural floor vibrations. Journal of Engineering Mechanics 147, 2 (2021), 04020151.Google ScholarCross Ref
- Beena Jimmy and Jimmy Jose. 2011. Patient medication adherence: measures in daily practice. Oman medical journal 26, 3 (2011), 155.Google Scholar
- Haik Kalantarian, Babak Motamed, Nabil Alshurafa, and Majid Sarrafzadeh. 2016. A wearable sensor system for medication adherence prediction. Artificial intelligence in medicine 69 (2016), 43--52.Google Scholar
- Corey McCall, Branden Maynes, Cliff C Zou, and Ning J Zhang. 2010. RMAIS: RFID-based medication adherence intelligence system. In 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology. IEEE, 3768--3771.Google ScholarCross Ref
- Diaa Salama Abdul Minaam and Mohamed Abd-ELfattah. 2018. Smart drugs: Improving healthcare using smart pill box for medicine reminder and monitoring system. Future Computing and Informatics Journal 3, 2 (2018), 443--456.Google ScholarCross Ref
- Rafael Mrosek, Tobias Dehling, and Ali Sunyaev. 2015. Taxonomy of health IT and medication adherence. Health Policy and Technology 4, 3 (2015), 215--224.Google ScholarCross Ref
- Yue Zhang, Carlos Ruiz, Shubham Rohal, and Shijia Pan. 2023. CPA: Cyber-Physical Augmentation for Vibration Sensing in Autonomous Retails. In Proceedings of the 24th International Workshop on Mobile Computing Systems and Applications. 8--14.Google ScholarDigital Library
Recommendations
KAP: Kinetic Augmented Pill Bottle for Vibration-Based Medication Interaction Recognition
HOTMOBILE '24: Proceedings of the 25th International Workshop on Mobile Computing Systems and ApplicationsThis paper introduces KAP, an in-home medication interaction recognition system targeting unintentional medication non-adherence. KAP leverages kinetic-augmented pill bottles that have unique IDs embedded into their acoustic signatures for vibrations ...
Medication intake assessment
PETRA '08: Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive EnvironmentsToday, more than 430 million people worldwide are estimated to be suffering at any given time from mental disorders. Surprisingly, there is limited awareness that mental disorders are a major cause of lost healthy years of life. According to the World ...
Monitoring of Medication Intake Using a Camera System
This paper presents a computer vision system for monitoring medication intake in the context of home care services. We use a method based on color and shape to detect the body parts and the medication bottles. Color is used for skin detection, and the ...
Comments