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We contrast three perspectives on engagement from three projects on the design of Digital Behavior Change Interventions (DBCIs), all conducted as part of the PhD thesis of the second author. We provide a reflection on this work with respect…

人机交互 · 计算机科学 2026-03-24 Evangelos Karapanos , Ruben Gouveia

Creating supportive technologies for people living with multiple chronic conditions is extremely challenging. These patients are often faced with substantial visible and invisible treatment work as well as their everyday responsibilities,…

人机交互 · 计算机科学 2026-05-21 Fateme Rajabiyazdi , Julie Babione , Doreen M. Rabi , Foroozan Daneshzand , Sheelagh Carpendale

Designing theory-driven digital health interventions is a challenging task that needs support. We created a guide for the incomers in the field on how to design digital health interventions with case studies from the Cancer Better Life…

计算机与社会 · 计算机科学 2023-01-03 Aneta Lisowska , Szymon Wilk , Mor Peleg

Mental health challenges among young adults, are on the rise, necessitating effective solutions such as digital mental health interventions (DMHIs). Despite their promise, DMHIs face significant adoption barriers, including low initial…

机器学习 · 计算机科学 2026-04-13 Ha Na Cho , Daniel Eisenberg , Cheryl King , Kai Zheng

Mobile health apps are revolutionizing the healthcare ecosystem by improving communication, efficiency, and quality of service. In low- and middle-income countries, they also play a unique role as a source of information about health…

The health outcomes of high-need patients can be substantially influenced by the degree of patient engagement in their own care. The role of care managers includes that of enrolling patients into care programs and keeping them sufficiently…

机器学习 · 计算机科学 2019-06-21 Subhro Das , Chandramouli Maduri , Ching-Hua Chen , Pei-Yun S. Hsueh

A critical challenge facing clinicians managing chronic disease interventions is sustaining long-run patient health given limited information and resources. Digital therapeutics (DTs) provide a cost-effective way to manage interventions at…

机器学习 · 计算机科学 2026-05-26 Eric Pulick , Stephanie Carpenter , Matthew Buman , Yonatan Mintz

We are developing a virtual coaching system that helps patients adhere to behavior change interventions (BCI). Our proposed system predicts whether a patient will perform the targeted behaviour and uses counterfactual examples with feature…

机器学习 · 计算机科学 2023-06-08 Aneta Lisowska , Szymon Wilk , Mor Peleg

Cancer survivors face unique emotional challenges that impact their quality of life. Mobile diary entries provide a promising method for tracking emotional states, improving self-awareness, and promoting well-being outcome. This paper aims…

计算与语言 · 计算机科学 2025-05-07 Zhiyuan Wang , Katharine E. Daniel , Laura E. Barnes , Philip I. Chow

Patients who effectively manage their symptoms often demonstrate higher levels of engagement in conversations and interventions with healthcare practitioners. This engagement is multifaceted, encompassing cognitive and socio-affective…

计算与语言 · 计算机科学 2023-06-21 Yan Wang , Heidi Ann Scharf Donovan , Sabit Hassan , Mailhe Alikhani

Over the last decades, the Internet and mobile technology have consolidated the digital as a public sphere of life. Designers are asked to create engaging digital experiences. However, in some cases engagement is seen as a psychological…

计算机与社会 · 计算机科学 2017-11-02 Marc Miquel-Ribe

Unhealthy lifestyles could cause many chronic diseases, which bring patients and their families much burden. Research has shown the potential of digital technologies for supporting health behavior change to help us prevent these chronic…

人机交互 · 计算机科学 2019-01-30 Yunlong Wang , Ahmed Fadhil , Harald Reiterer

Behavioral health interventions, delivered through digital platforms, have the potential to significantly improve health outcomes, through education, motivation, reminders, and outreach. We study the problem of optimizing personalized…

机器学习 · 计算机科学 2024-07-19 Jackie Baek , Justin J. Boutilier , Vivek F. Farias , Jonas Oddur Jonasson , Erez Yoeli

Sustaining long-term user engagement with mobile health (mHealth) interventions while preserving their high efficacy remains an ongoing challenge in real-world well-being applications. To address this issue, we introduce a new algorithm,…

人机交互 · 计算机科学 2024-07-17 Chaya Ben Yehuda , Ran Gilad-Bachrach , Yarin Udi

Digit therapeutics are novel software devices that clinicians may utilize in delivering quality mental health care and ensuring positive outcomes. However, uptake of digital therapeutics and clinically tested software-based programs remains…

计算机与社会 · 计算机科学 2022-07-20 Adaora Nwosu , Samantha Boardman , Mustafa M. Husain , P. Murali Doraiswamy

Cardiotoxicity induced by cancer treatment has become a major clinical concern, affecting the long-term survival and quality of life of cancer patients. Effective clinical decision-making, including the detection of cancer treatment-induced…

人机交互 · 计算机科学 2024-08-08 Siyi Wu , Weidan Cao , Shihan Fu , Bingsheng Yao , Ziqi Yang , Changchang Yin , Varun Mishra , Daniel Addison , Ping Zhang , Dakuo Wang

Brain Computer Interface (BCI) technologies have the potential to improve the lives of millions of people around the world, whether through assistive technologies or clinical diagnostic tools. Despite advancements in the field, however, at…

机器学习 · 计算机科学 2023-01-31 Chad Mello , Troy Weingart , Ethan M. Rudd

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…

定量方法 · 定量生物学 2025-09-29 Dylan Hamitouche , Youcef Barkat , Deven Parekh , Eva Hammer , David Benrimoh

As disinformation-driven cognitive attacks become increasingly sophisticated, the ability to quantify their impact is essential for advancing cybersecurity defense strategies. This paper presents a novel framework for measuring the…

计算机与社会 · 计算机科学 2025-10-20 Bonnie Rushing , Shouhuai Xu

In mobile health interventions aimed at behavior change and maintenance, treatments are provided in real time to manage current or impending high risk situations or promote healthy behaviors in near real time. Currently there is great…

统计方法学 · 统计学 2016-08-18 Audrey Boruvka , Daniel Almirall , Katie Witkiewitz , Susan A. Murphy
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