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- posterMay 2023
Poster Abstract: A Radar Based User Discrimination System for Medication Adherence Monitoring
IPSN '23: Proceedings of the 22nd International Conference on Information Processing in Sensor NetworksPages 338–339https://doi.org/10.1145/3583120.3589839Medication non-adherence is a major healthcare challenge globally, with over half of patients with chronic conditions in developed countries failing to follow their prescribed medication regimen. This can lead to poor disease outcomes, increased hospital ...
- ArticleJune 2022
PERACTIV: Personalized Activity Monitoring - Ask My Hands
Distributed, Ambient and Pervasive Interactions. Smart Living, Learning, Well-being and Health, Art and CreativityPages 255–272https://doi.org/10.1007/978-3-031-05431-0_18AbstractMedication adherence is a major problem in the healthcare industry: it has a major impact on an individual’s health and is a major expense on the healthcare system. We note that much of human activity involves using our hands, often in conjunction ...
- ArticleJuly 2021
A Novel Mobile Application for Medication Adherence Supervision Based on AR and OpenCV Designed for Elderly Patients
Human Aspects of IT for the Aged Population. Supporting Everyday Life ActivitiesPages 335–347https://doi.org/10.1007/978-3-030-78111-8_23AbstractElderly people or individuals diagnosed in the very early stages of Alzheimer’s Disease might have difficulty in taking medications according to the doctors’ instructions due to the vision problems or memory loss. However, medication adherence can ...
- ArticleJuly 2021
Infusing Motivation into Reminders for Improving Medication Adherence
Social Computing and Social Media: Applications in Marketing, Learning, and HealthPages 456–471https://doi.org/10.1007/978-3-030-77685-5_33AbstractThe treatment of chronic diseases commonly includes the long-term use of medication. However, patients typically do not accurately or continuously take their medications as prescribed. Building on medication reminders, this paper conceptualizes ...
- ArticleNovember 2020
Architecture of an IoT and Blockchain Based Medication Adherence Management System
AbstractEnsuring optimal medication adherence is a complex problem and require involvement of multiple stakeholders in a healthcare system. Poor medication adherence leads to severe health consequences as well a serious increase in healthcare costs. To ...
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- research-articleJune 2020
Assisting older adults with medication reminders through an audio-based activity recognition system
- Marcela D. Rodríguez,
- Jessica Beltrán,
- Maribel Valenzuela-Beltrán,
- Dagoberto Cruz-Sandoval,
- Jesus Favela
Personal and Ubiquitous Computing (PUC), Volume 25, Issue 2Pages 337–351https://doi.org/10.1007/s00779-020-01420-4AbstractPoor adherence to prescribed drug treatments is one of the leading causes of illness and treatment failure, which increases re-hospitalizations. In Mexico, the factors that most contribute to the non-adherence problem are age, polypharmacy, and ...
- ArticleApril 2020
A Multistakeholder-Centric Data Analytics Governance Framework for Medication Adherence and Improvement in Rural Settings
Responsible Design, Implementation and Use of Information and Communication TechnologyPages 402–413https://doi.org/10.1007/978-3-030-45002-1_35AbstractGood medication adherence is directly proportional to good health recovery and general improvement of a patient’s health condition. Although many good medication adherence monitoring methods/techniques exist, the level of medication adherence for ...
- ArticleJuly 2019
Users’ Interpretation of Pictograms and Pictures for Conveying Instructions and Warnings on Pharmaceutical Labels
Human Interface and the Management of Information. Visual Information and Knowledge ManagementPages 22–33https://doi.org/10.1007/978-3-030-22660-2_2AbstractPharmaceutical pictograms are figures that provide a visual representation of medication instructions and warnings. Pictograms were created in order to lower the continuously rising problem of poor medication adherence due to patients ...
- research-articleJune 2019
Exploring the relationship of digital information sources and medication adherence
- Cody Arbuckle,
- Daniel Tomaszewski,
- Lawrence Brown,
- Jon Schommer,
- Donald Morisky,
- Chelsea Parlett-Pelleriti,
- Erik Linstead
Computers in Biology and Medicine (CBIM), Volume 109, Issue CPages 303–310https://doi.org/10.1016/j.compbiomed.2019.04.023AbstractWe present a retrospective analysis of data collected in the United States from the 2015 National Consumer Survey on the Medication Experience and Pharmacists’ Role in order to model the relationship between health information sources ...
- articleMarch 2019
Design Considerations in the Development of App-Based Oral Anticancer Medication Management Systems: a Qualitative Evaluation of Pharmacists' and Patients' Perspectives
- Eskinder Eshetu Ali,
- Sharlene Si Chan,
- Huan Yu Poh,
- Yosua Amadeus Susanto,
- Thendral Suganya,
- Jo Lene Leow,
- Chee Khiang Pang,
- Lita Chew,
- Kevin Yi-Lwern Yap
Journal of Medical Systems (JMSY), Volume 43, Issue 3Pages 1–14https://doi.org/10.1007/s10916-019-1168-xSmartphone apps can potentially help in enhancing oral anticancer medication (OAM) adherence. Patient adoption and efficacy of such apps depends on inclusion of user-centred and evidence-based features. The objective of this study was to identify ...
- research-articleNovember 2018
Capturing Inhalation Efficiency with Acoustic Sensors in Mobile Phones
RealWSN'18: Proceedings of the 7th International Workshop on Real-World Embedded Wireless Systems and NetworksPages 19–24https://doi.org/10.1145/3277883.3277889Increasing popularity of inhaled therapy for the treatment of asthma and chronic obstructive pulmonary disease (COPD) stimulates research on both drug formulations and smart devices to support efficient pulmonary drug delivery. A major concern is the ...
- ArticleJuly 2018
Technology-Enabled Medication Adherence for Seniors Living in the Community: Experiences, Lessons, and the Road Ahead
Human Aspects of IT for the Aged Population. Applications in Health, Assistance, and EntertainmentPages 127–141https://doi.org/10.1007/978-3-319-92037-5_11AbstractMedication non-adherence in seniors can lead to severe health complications, including morbidity, mortality and decreased quality of life. In view of ageing populations worldwide, there is significant interest among the healthcare sector and ...
- research-articleOctober 2017
Possibilistic activity recognition with uncertain observations to support medication adherence in an assisted ambient living setting
Knowledge-Based Systems (KNBS), Volume 133, Issue CPages 156–173https://doi.org/10.1016/j.knosys.2017.07.008A recent trend in healthcare is to motivate patients to self-manage their health conditions in home-based settings. Self-management programs guide and motivate patients to achieve self-efficacy in the self-management of their disease through a regime of ...
- articleAugust 2017
An Interactive Mobile Phone---Website Platform to Facilitate Real-Time Management of Medication in Chronically ill Patients
- Helena Anglada-Martínez,
- Maite Martin-Conde,
- Marina Rovira-Illamola,
- Jose Miguel Sotoca-Momblona,
- Ethel Sequeira,
- Valentin Aragunde,
- Carles Codina-Jané
Journal of Medical Systems (JMSY), Volume 41, Issue 8Pages 1–8https://doi.org/10.1007/s10916-017-0767-7Poor adherence to medication is a prevalent issue that affects 50---60% of chronically ill patients. We present Medplan, a platform for patients/caregivers and healthcare professionals (HCPs) that aims to enhance adherence, increase patient medication ...
- research-articleMarch 2017
A personalized medication management platform (PMMP) to improve medication adherence
- Chu-Ya Huang,
- Phung-Anh Alex Nguyen,
- Daniel L. Clinciu,
- Chun-Kung Hsu,
- Jui-Chia Richard Lu,
- HsuanChia Yang,
- Chieh-Chen Wu,
- Wen-Chen Tsai,
- Yueh-Ching Chou,
- Terry B.J. Kuo,
- Po-Lun Chang,
- Wen-Shan Jian,
- Yu-Chuan Jack Li
Computer Methods and Programs in Biomedicine (CBIO), Volume 140, Issue CPages 275–281https://doi.org/10.1016/j.cmpb.2016.12.012Addressed medication non-adherence, an important aspect in healthcare which significantly influences patients health and expenses to patients, healthcare providers and insurance companies.The PMMP platform implemented and tested through a randomized ...
- articleDecember 2016
Type 2 Diabetes Patients Benefit from the COMODITY12 mHealth System: Results of a Randomised Trial
Journal of Medical Systems (JMSY), Volume 40, Issue 12Pages 1–8https://doi.org/10.1007/s10916-016-0619-xPatient acceptance is one of the major barriers toward widespread use of mHealth systems. The aim of this study was to assess system operability and whole trial feasibility, including patients' experience with their use of COMMODITY12 mHealth system ...
- research-articleMay 2016
A wearable sensor system for medication adherence prediction
Artificial Intelligence in Medicine (AIIM), Volume 69, Issue CPages 43–52https://doi.org/10.1016/j.artmed.2016.03.004HighlightsWe propose a wearable sensor system for detecting swallows.We collect data and evaluate the system's ability to detect medication using machine learning algorithms.We use a probabilistic model to improve classification accuracy based on timing ...
- ArticleNovember 2015
Electronic Health Records and Patient Activation --- Their Interactive Role in Medication Adherence
- Yunfeng Shi,
- Veronica Fuentes-Caceres,
- Megan Mchugh,
- Jessica Greene,
- Nina Verevkina,
- Lawrence Casalino,
- Stephen Shortell
ICSH 2015: Revised Selected Papers of the International Conference on Smart Health - Volume 9545Pages 219–230https://doi.org/10.1007/978-3-319-29175-8_21We investigate the association between the use of Electronic Health Records EHR core functions in physician practices and medication adherence among chronically ill adults, as well as how patient activation moderates this relationship. Cross-sectional ...
- research-articleNovember 2015
Machine learning classification of medication adherence in patients with movement disorders using non-wearable sensors
- Conrad S. Tucker,
- Ishan Behoora,
- Harriet Black Nembhard,
- Mechelle Lewis,
- Nicholas W. Sterling,
- Xuemei Huang
Computers in Biology and Medicine (CBIM), Volume 66, Issue CPages 120–134https://doi.org/10.1016/j.compbiomed.2015.08.012Medication non-adherence is a major concern in the healthcare industry and has led to increases in health risks and medical costs. For many neurological diseases, adherence to medication regimens can be assessed by observing movement patterns. However, ...