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- research-articleNovember 2024
Providing Context to the "Unknown": Patient and Provider Reflections on Connecting Personal Tracking, Patient-Reported Insights, and EHR Data within a Post-COVID Clinic
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW2Article No.: 449, Pages 1–34https://doi.org/10.1145/3686988COVID Long Haul (CLH) is an emerging chronic illness for which the healthcare system continues to seek a common understanding of symptoms, diagnosis, and treatment. CLH experiences can differ drastically, necessitating personalized care plans. Because ...
- research-articleOctober 2024
Sentiment analysis of Indian Tweets about Covid-19 vaccines
Journal of Information Science (JIPP), Volume 50, Issue 5Pages 1308–1320https://doi.org/10.1177/01655515221118049People are becoming more reliant on social media networks to express their opinions about various topics and obtain health information. The study is intended to explore and analyse the sentiments of Indian people related to Covid-19 vaccines as well as ...
- research-articleSeptember 2024
Users' Perspectives on Multimodal Menstrual Tracking Using Consumer Health Devices
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 8, Issue 3Article No.: 116, Pages 1–24https://doi.org/10.1145/3678575Previous menstrual health literature highlights a variety of signals not included in existing menstrual trackers because they are either difficult to gather or are not typically associated with menstrual health. Since it has become increasingly ...
- abstractAugust 2024
23rd International Workshop on Data Mining in Bioinformatics (BIOKDD 2024)
KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data MiningPages 6747–6748https://doi.org/10.1145/3637528.3671485The goal of the 22nd International Workshop on Data Mining in Bioinformatics (BIOKDD 2023) is to encourage KDD researchers to solve the numerous problems and challenges in Bioinformatics using Data Mining technologies. Based on the organizers' expertise ...
- research-articleMay 2024
Functional Design Requirements to Facilitate Menstrual Health Data Exploration
- Georgianna Lin,
- Pierre-William Lessard,
- Minh Ngoc Le,
- Brenna Li,
- Fanny Chevalier,
- Khai N. Truong,
- Alex Mariakakis
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 687, Pages 1–15https://doi.org/10.1145/3613904.3642282Menstrual trackers currently lack the affordances required to help individuals achieve their goals beyond menstrual event predictions and symptom logging. Taking an initial step towards this aspiration, we propose, validate, and refine five functional ...
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- Work in ProgressMay 2024
ShoppingCoach: Using Diminished Reality to Prevent Unhealthy Food Choices in an Offline Supermarket Scenario
CHI EA '24: Extended Abstracts of the CHI Conference on Human Factors in Computing SystemsArticle No.: 288, Pages 1–8https://doi.org/10.1145/3613905.3650795Non-communicable diseases, such as obesity and diabetes, have a significant global impact on health outcomes. While governments worldwide focus on promoting healthy eating, individuals still struggle to follow dietary recommendations. Augmented Reality (...
- research-articleMarch 2024
Health Data Visualization Literacy Skills of Young Adults with Down Syndrome and the Barriers to Inference-making
ACM Transactions on Accessible Computing (TACCESS), Volume 17, Issue 1Article No.: 4, Page 1https://doi.org/10.1145/3648621As health management becomes more intertwined with data, an individual’s ability to read, interpret, and engage with personal health information in data visualizations is increasingly critical to one’s quality of care. People with Down Syndrome already ...
- research-articleDecember 2023
Hide Your Distance: Privacy Risks and Protection in Spatial Accessibility Analysis
SIGSPATIAL '23: Proceedings of the 31st ACM International Conference on Advances in Geographic Information SystemsArticle No.: 106, Pages 1–11https://doi.org/10.1145/3589132.3625656Measuring spatial accessibility to healthcare resources and facilities has long been an important problem in public health. For example, during disease outbreaks, sharing spatial accessibility data such as individual travel distances to health facilities ...
- short-paperMarch 2024
Large-scale Sporting Events and the Spread of COVID-19 in USA: The Case of the 2021 NFL Super Bowl, in Tampa, FL
ASONAM '23: Proceedings of the 2023 IEEE/ACM International Conference on Advances in Social Networks Analysis and MiningPages 571–574https://doi.org/10.1145/3625007.3627311After that the USA had dealt with a strong wave of COVID-19 infections, driven by the Alpha variant, the NFL Super Bowl event took place: February 7, 2021, in Tampa, Florida. In this context, we have studied the dynamics of the decrease/increase rate of ...
- abstractOctober 2023
PhysioMed: A Semantic Web based Framework for Linking Healthcare Information with Computational Physiology Models
BCB '23: Proceedings of the 14th ACM International Conference on Bioinformatics, Computational Biology, and Health InformaticsArticle No.: 85, Page 1https://doi.org/10.1145/3584371.3613056This research focuses on the integration of computational physiology models and Electronic Health Records (EHR) to improve the accuracy and applicability of computational models in clinical settings. Computational physiology models provide quantified ...
- abstractOctober 2023
Real-Time Monitoring of Health Security Attacks with R-based Data Visualization Dashboard
BCB '23: Proceedings of the 14th ACM International Conference on Bioinformatics, Computational Biology, and Health InformaticsArticle No.: 89, Page 1https://doi.org/10.1145/3584371.3613035According to the US Department of Health and Human Services (DHHS), in almost every month of 2020, more than 1 million people were affected by data breaches at healthcare organizations [1]. This was a 9851% increase from 2019, leading to security ...
- research-articleAugust 2023
Web-based Long-term Spine Treatment Outcome Forecasting
- Hangting Ye,
- Zhining Liu,
- Wei Cao,
- Amir M. Amiri,
- Jiang Bian,
- Yi Chang,
- Jon D. Lurie,
- Jim Weinstein,
- Tie-Yan Liu
KDD '23: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data MiningPages 3082–3092https://doi.org/10.1145/3580305.3599545The aging of global population is witnessing increasing prevalence of spinal disorders. According to latest statistics, nearly five percent of the global population is suffering from spinal disorders. To relieve the pain, many spine patients tend to ...
- abstractAugust 2023
22nd International Workshop on Data Mining in Bioinformatics (BIOKDD 2023)
KDD '23: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data MiningPages 5897–5898https://doi.org/10.1145/3580305.3599205The goal of the 22nd International Workshop on Data Mining in Bioinformatics (BIOKDD 2023) is to encourage KDD researchers to solve the numerous problems and challenges in Bioinformatics using Data Mining technologies. Based on the organizers' expertise ...
- 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
Calibrated Uncertainty: How In-Vitro Fertilization Patients Use Information to Regulate Emotion
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 7, Issue CSCW1Article No.: 31, Pages 1–24https://doi.org/10.1145/3579464The acquisition of information and its use in decision making and coping by people with health concerns have garnered much attention in CSCW. This study investigated patients' information behavior during a critical treatment, in vitro fertilization (IVF)...
- research-articleJanuary 2023
Designing ontologies for behaviours based on temporal passive data
The use of ontologies to model human behaviours that affect health is challenging since this process involves data from multiple inter-related domains that unfold and evolve over time. However, while current ontology development methodologies are generic ...
- research-articleJanuary 2023
Forecasting inventory for the state-wide pharmaceutical service of South Australia
- Rachel Rushton,
- Olivia Lorraine,
- Junia Tiong,
- Masud Karim,
- Rowena Dixon,
- Winifred Greenshields,
- Richard Marotti,
- Neil Arvin Bretaña
Procedia Computer Science (PROCS), Volume 219, Issue CPages 1257–1264https://doi.org/10.1016/j.procs.2023.01.409AbstractForecasting pharmaceutical stock inventory is a complex problem affecting the healthcare industry across the globe. South Australia is no different. This prompted SA Pharmacy to collaborate with a team of researchers at the University of South ...
- introductionNovember 2022
Introduction to the Special Issue on Understanding the Spread of COVID-19, Part 2
ACM Transactions on Spatial Algorithms and Systems (TSAS), Volume 8, Issue 4Article No.: 25e, Pages 1–5https://doi.org/10.1145/3568669Infectious diseases are transmitted between human hosts when in close contact over space and time. Recently, an unprecedented amount of spatial and spatiotemporal data have been made available that can be used to improve our understanding of the spread of ...
- extended-abstractNovember 2022
Information-Seeking, Finding Identity: Exploring the Role of Online Health Information in Illness Experience
- Dilisha Patel,
- Sachin Pendse,
- Munmun De Choudhury,
- Sarah Dsane,
- Kaylee Payne Kruzan,
- Neha Kumar,
- Aneesha Singh,
- Mark Warner
CSCW'22 Companion: Companion Publication of the 2022 Conference on Computer Supported Cooperative Work and Social ComputingPages 263–266https://doi.org/10.1145/3500868.3560483The identities we hold have a relationship with how we come to express and understand our experiences of illness. Language forms a means for us to express this understanding and experience to others, and receive information to clarify our own ...
- introductionOctober 2022
Introduction to the Special Issue on Understanding the Spread of COVID-19, Part 1
ACM Transactions on Spatial Algorithms and Systems (TSAS), Volume 8, Issue 3Article No.: 17e, Pages 1–5https://doi.org/10.1145/3568670Infectious diseases are transmitted between human hosts when in close contact over space and time. Recently, an unprecedented amount of spatial and spatiotemporal data have been made available that can be used to improve our understanding of the spread of ...