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Large-scale Electronic Health Record (EHR) databases have become indispensable in supporting clinical decision-making through data-driven treatment recommendations. However, existing medication recommender methods often struggle with a user…

Machine Learning · Computer Science 2026-02-02 Arya Hadizadeh Moghaddam , Mohsen Nayebi Kerdabadi , Dongjie Wang , Mei Liu , Zijun Yao

Context-awareness in smart mobile applications is a growing area of study, because of it's intelligence in the applications. In order to build context-aware intelligent applications, mining contextual behavioral rules of individual…

Machine Learning · Computer Science 2018-10-31 Iqbal H. Sarker

To empower users of wearable medical devices, it is important to enable methods that facilitate reflection on previous care to improve future outcomes. In this work, we conducted a two-phase user-study involving patients, caregivers, and…

Computers and Society · Computer Science 2020-07-28 Temiloluwa Prioleau , Ashutosh Sabharwal , Madhuri M. Vasudevan

Users install many apps on their smartphones, raising issues related to information overload for users and resource management for devices. Moreover, the recent increase in the use of personal assistants has made mobile devices even more…

Information Retrieval · Computer Science 2021-01-12 Mohammad Aliannejadi , Hamed Zamani , Fabio Crestani , W. Bruce Croft

Anxiety, depression, and suicidality are common mental health sequelae following concussion in youth patients, often exacerbating concussion symptoms and prolonging recovery. Despite the critical need for early detection of these mental…

Human-Computer Interaction · Computer Science 2025-04-04 Bingsheng Yao , Menglin Zhao , Yuling Sun , Weidan Cao , Changchang Yin , Stephen Intille , Xuhai Xu , Ping Zhang , Jingzhen Yang , Dakuo Wang

Product information labels can help users understand complex information leading them to make better decisions. One area where consumers are particularly prone to make costly decision-making errors is long-term saving, which requires…

Computers and Society · Computer Science 2017-02-22 Junius Gunaratne , Oded Nov

Mobile health (mHealth) technologies empower patients to adopt/maintain healthy behaviors in their daily lives, by providing interventions (e.g. push notifications) tailored to the user's needs. In these settings, without intervention,…

Machine Learning · Computer Science 2022-12-05 Eura Shin , Siddharth Swaroop , Weiwei Pan , Susan Murphy , Finale Doshi-Velez

As mobile applications (apps) become ubiquitous in everyday life, it is crucial for developers to prioritize accessibility for users with diverse abilities. While previous research has identified widespread accessibility issues and raised…

Software Engineering · Computer Science 2026-01-21 Amila Indika , Rick Kazman , Anthony Peruma

Background: Adolescents are particularly vulnerable to mental disorders, with over 75% of cases manifesting before the age of 25. Research indicates that only 18 to 34% of young people experiencing high levels of depression or anxiety…

Reminiscence therapy is an inexpensive non-pharmacological therapy commonly used due to its therapeutic value for PwD, as it can be used to promote independence, positive moods and behavior, and improve their quality of life. Caregivers are…

Human-Computer Interaction · Computer Science 2022-01-10 Soraia M. Alarcão , André Santana , Carolina Maruta , Manuel J. Fonseca

Background: Effective use of mobile health technologies requires high participant adherence and retention. However, remote digital health studies often face high attrition and low adherence, potentially introducing bias and limiting…

Quantitative Methods · Quantitative Biology 2025-09-29 Dylan Hamitouche , Youcef Barkat , Deven Parekh , Eva Hammer , David Benrimoh

Obesity is known to lower the quality of life substantially. It is often associated with increased chances of non-communicable diseases such as diabetes, cardiovascular problems, various cancers, etc. Evidence suggests that diet-related…

Computers and Society · Computer Science 2021-07-13 Ghalib Ahmed Tahir , Chu Kiong Loo , Foong Ming Moy , Nadine Kong

Predicting discharge medications right after a patient being admitted is an important clinical decision, which provides physicians with guidance on what type of medication regimen to plan for and what possible changes on initial medication…

Computation and Language · Computer Science 2017-12-06 Yuan Yang , Pengtao Xie , Xin Gao , Carol Cheng , Christy Li , Hongbao Zhang , Eric Xing

In healthcare, the emphasis on patient safety and the minimization of medical errors cannot be overstated. Despite concerted efforts, many healthcare systems, especially in low-resource regions, still grapple with preventing these errors…

Computation and Language · Computer Science 2023-12-21 M Tran , C Sun

Mobile applications, mobile apps for short, have proven their usefulness in enhancing service provisioning across a multitude of domains that range from smart healthcare, to mobile commerce, and areas of context sensitive computing. In…

Computers and Society · Computer Science 2022-11-15 Bakheet Aljedaani , Aakash Ahmad , Mansooreh Zahedi , M. Ali Babar

Background Despite the benefits offered by an abundance of health applications promoted on app marketplaces (e.g., Google Play Store), the wide adoption of mobile health and e-health apps is yet to come. Objective This study aims to…

Human-Computer Interaction · Computer Science 2024-02-19 Gokhan Aydin , Gokhan Silahtaroglu

Medication recommendation is crucial in healthcare, offering effective treatments based on patient's electronic health records (EHR). Previous studies show that integrating more medication-related knowledge improves medication…

Artificial Intelligence · Computer Science 2025-04-28 Xiang Li , Haixu Ma , Guanyong Wu , Shi Mu , Chen Li , Shunpan Liang

Background: Mental health problems are prevalent in college students. The COVID-19 pandemic exacerbated the problems, and created a surge in the popularity of telehealth and mobile health solutions. Despite that mobile health is a promising…

Human-Computer Interaction · Computer Science 2022-06-08 Xiaomei Wang , Alec Smith , Bruce Keller , Farzan Sasangohar

The early development and deployment of hospital and healthcare information systems have encouraged the ongoing digitization of processes in hospitals. Many of these processes, which previously required paperwork and telephone arrangements,…

Computers and Society · Computer Science 2022-09-09 Daniel Schlör , Andreas Hotho

This study is motivated by two key considerations: the significant benefits mobile applications offer individuals and businesses, and the limited empirical research on usability challenges. To address this gap, we conducted structured…

Human-Computer Interaction · Computer Science 2025-06-03 Pawel Weichbroth
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