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- research-articleOctober 2024
FairAD-XAI: Evaluation Framework for Explainable AI Methods in Alzheimer's Disease Detection with Fairness-in-the-loop
UbiComp '24: Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous ComputingPages 870–876https://doi.org/10.1145/3675094.3678998Despite significant progress in model developments, evaluating eXplainable Artificial Intelligence (XAI) remains elusive and challenging in Alzheimer's Disease (AD) detection using modalities from low-cost or wearable devices. This paper introduces a ...
- research-articleOctober 2024
Exploring the Relationship Between Intrinsic Motivation and Receptivity to mHealth Interventions
UbiComp '24: Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous ComputingPages 437–443https://doi.org/10.1145/3675094.3678498Just-in-Time Adaptive Interventions aim to deliver the right type and amount of support at the right time. This involves determining a user's state of receptivity - the degree to which a user is willing to accept, process, and use the intervention. ...
- ArticleJune 2024
Iterative Co-design of an Activity-Planning Mobile App for People Living with Early-Stage Dementia
AbstractLiving well with dementia through delaying or preventing disability and enhancing quality of life has become a primary objective of public health policy across the world. This paper discusses a co-design approach applied to a project which aims to ...
- ArticleJune 2024
An Exploration of Engagement and Collaboration Between Healthcare Professionals and Older Adults with Multimorbidity Using a Digital Health Platform
AbstractMultimorbidity, the occurrence of two or more chronic conditions in an individual, is a significant global health issue. It requires individuals to engage in complex self-management. It is understood that support from a care network, including ...
- extended-abstractMay 2024
VitalStep: Revitalizing Elderly Health and Connectivity with E-Square-Dance
CHI EA '24: Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 629, Pages 1–7https://doi.org/10.1145/3613905.3647978In response to the challenges faced by China’s aging population, including mobility restrictions, health concerns, and social isolation, calls for innovative approaches to enhance their physical and mental well-being. Square dancing, or ’Guangchang Wu’, ...
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- extended-abstractMay 2024
The CHI’24 Workshop on the Future of Cognitive Personal Informatics
CHI EA '24: Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 491, Pages 1–6https://doi.org/10.1145/3613905.3636296While Human-Computer Interaction (HCI) has contributed to demonstrating that physiological measures can be used to detect cognitive changes, engineering and machine learning will bring these to application in consumer wearable technology. For HCI, many ...
Multi-stakeholder Perspectives on Mental Health Screening Tools for Children
- Manasa Kalanadhabhatta,
- Adrelys Mateo Santana,
- Lynnea Mayorga,
- Tauhidur Rahman,
- Deepak Ganesan,
- Adam Grabell
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 693, Pages 1–15https://doi.org/10.1145/3613904.3642604Pediatric mental health is a growing concern around the world, affecting children’s social-emotional development and increasing the risk of poor behavioral outcomes later in life. However, obtaining a behavioral diagnosis in early childhood is ...
- research-articleMay 2024
Learning About Social Context From Smartphone Data: Generalization Across Countries and Daily Life Moments
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 537, Pages 1–18https://doi.org/10.1145/3613904.3642444Understanding how social situations unfold in people’s daily lives is relevant to designing mobile systems that can support users in their personal goals, well-being, and activities. As an alternative to questionnaires, some studies have used passively ...
Predicting early user churn in a public digital weight loss intervention
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 994, Pages 1–16https://doi.org/10.1145/3613904.3642321Digital health interventions (DHIs) offer promising solutions to the rising global challenges of noncommunicable diseases by promoting behavior change, improving health outcomes, and reducing healthcare costs. However, high churn rates are a concern with ...
- research-articleApril 2024
The Hidden Burden: Encountering and Managing (Unintended) Stigma in Children with Serious Illnesses
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW1Article No.: 182, Pages 1–35https://doi.org/10.1145/3641021Families managing serious health conditions in children are often burdened not only by the challenge of health management but also by the heavy weight of stigma. To assist these families, various physical and digital support systems have been established ...
- research-articleApril 2024
Exploring the Future of Informed Consent: Applying a Service Design Approach
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW1Article No.: 53, Pages 1–31https://doi.org/10.1145/3637330Informed consent is a cornerstone of ethical human subject research. This practice demonstrates the ethical principle of "respect for persons." Our study was designed to imagine an informed consent future, specifically in a digital health context in ...
- research-articleOctober 2023
Breathing New Life into COPD Assessment: Multisensory Home-monitoring for Predicting Severity
- Zixuan Xiao,
- Michal Muszynski,
- Ričards Marcinkevičs,
- Lukas Zimmerli,
- Adam Daniel Ivankay,
- Dario Kohlbrenner,
- Manuel Kuhn,
- Yves Nordmann,
- Ulrich Muehlner,
- Christian Clarenbach,
- Julia E. Vogt,
- Thomas Brunschwiler
ICMI '23: Proceedings of the 25th International Conference on Multimodal InteractionPages 84–93https://doi.org/10.1145/3577190.3614109Chronic obstructive pulmonary disease (COPD) is a significant public health issue, affecting more than 100 million people worldwide. Remote patient monitoring has shown great promise in the efficient management of patients with chronic diseases. This ...
- extended-abstractSeptember 2023
The Future of Cognitive Personal Informatics
MobileHCI '23 Companion: Proceedings of the 25th International Conference on Mobile Human-Computer InteractionArticle No.: 35, Pages 1–5https://doi.org/10.1145/3565066.3609790While Human-Computer Interaction (HCI) has contributed to demonstrating that physiological measures can be used to detect cognitive changes, engineering and machine learning will bring these to application in consumer wearable technology. For HCI, many ...
- research-articleOctober 2023
Beyond Motor Symptoms: Toward a Comprehensive Grading of Parkinson's Disease Severity
BCB '23: Proceedings of the 14th ACM International Conference on Bioinformatics, Computational Biology, and Health InformaticsSeptember 2023, Article No.: 24, Pages 1–6https://doi.org/10.1145/3584371.3612988This study applies machine learning (ML) feature analysis to an array of multi-functional neurocognitive symptoms specific to individuals with Parkinson's Disease (PD). We provide a framework that can assist with modernizing and objectively ...
- ArticleAugust 2023
Harnessing the Digital Revolution: A Comprehensive Review of mHealth Applications for Remote Monitoring in Transforming Healthcare Delivery
Mobile Web and Intelligent Information SystemsPages 55–67https://doi.org/10.1007/978-3-031-39764-6_4AbstractThe utilization of mHealth applications for remote monitoring has the potential to revolutionize healthcare delivery by enhancing patient outcomes, increasing access to healthcare services, and reducing healthcare costs. This literature review ...
- ArticleJuly 2023
Technical Function Evaluation of Two Smart Wearables and Data Analysis Methods for Step Counts
AbstractSmart wearable devices that capture physical activity data are increasingly used for health research and show potential for augmented cognition. These devices must be tested to understand their function before use in research and everyday life. ...
- research-articleOctober 2023
Occupation versus Utilisation of Clinical Spaces Using Internet of Things Devices: Are Consult Rooms Well Utilised?
ICMHI '23: Proceedings of the 2023 7th International Conference on Medical and Health InformaticsPages 316–321https://doi.org/10.1145/3608298.3608355The cost of building, renovating, and maintaining the physical healthcare environment is up to 6% of the total cost of providing healthcare. Despite being the fastest growing category of healthcare expenditure, few tools exist to understand the use of ...
- research-articleApril 2023
An Intersectional Look at Use of and Satisfaction with Digital Mental Health Platforms: A Survey of Perinatal Black Women
- Vanessa O. Oguamanam,
- Natalie Hernandez,
- Rasheeta Chandler,
- Dominique Guillaume,
- Kai Mckeever,
- Morgan Allen,
- Sabreen Mohammed,
- Andrea G Parker
CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing SystemsArticle No.: 486, Pages 1–20https://doi.org/10.1145/3544548.3581475In the United States (U.S.), Black women in the perinatal period disproportionately experience higher rates of mental health challenges like anxiety and postpartum depression. Digital platforms present promising opportunities for mental health support. ...
- research-articleFebruary 2023
Therapeutic Affordances of Social Media and Associated Quality of Life Outcomes in Young Adults
Social Science Computer Review (SSCR), Volume 41, Issue 1Pages 44–63https://doi.org/10.1177/08944393211032940There is a growing body of literature exploring the general population’s use of social media for assistance in dealing with stigmatized health issues. This study presents novel research examining the relationship between social media use and young ...
- research-articleMarch 2024
Hospital Website as an Element of Digital Transformation – Comparative Analysis of 2014, 2018 and 2022
Procedia Computer Science (PROCS), Volume 225, Issue CPages 693–702https://doi.org/10.1016/j.procs.2023.10.055AbstractHealth care systems operate on the verge of capacities of personnel, processes and infrastructure, and the market is demanding, therefore healthcare organizations need digital transformation. To manage effectively crucial is the implementation of ...