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Human-centered Perspectives on a Clinical Decision Support System for Intensive Outpatient Veteran PTSD Care

Psychotherapy delivery relies on a negotiation between patient self-reports and clinical intuition. Growing evidence for technological support of psychotherapy suggests opportunities to aid the mediation of this tension. To explore this prospect, we designed a prototype of a clinical decision support system (CDSS) for…

Cynthia M Baseman et al.Georgia Institute of Technology

“Poker with Play Money”: Exploring Psychotherapist Training with Virtual Patients

Role-play exercises are widely utilized for training across a variety of domains; however, they have many shortcomings, including low availability, resource intensity, and lack of diversity. Large language model-driven virtual agents offer a potential avenue to mitigate these limitations and offer lower-risk role-play…

Cynthia M Baseman et al.Georgia Institute of Technology

AI Applications for Safety and Support

There's No "I" in TEAMMAIT: Impacts of Domain and Expertise on Trust in AI Teammates for Mental Health Work

The mental health crisis in the United States spotlights the need for more scalable training for mental health workers. While present-day AI systems have sparked hope for addressing this problem, we must not be too quick to incorporate or solely focus on technological advancements. We must ask empirical questions abou…

Nathaniel Swinger et al.Georgia Institute of Technology

Team Work Makes the Dream Work

Understanding the Temporality of Informal Caregivers’ Sense-Making on Conflicts and Life-Changing Events through Online Health Communities

Informal caregivers perform an important role in taking care of family members with chronic disease. Informal caregivers’ mental health can be negatively impacted by life-changing events (e.g., patients’ diagnosis, care transitioning, etc.). This leads the caregiver to suffer from interpersonal and intrapersonal confl…

Kefan Xu et al.Georgia Institute of Technology

Caregiving & Caregivers

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Explainable AI for Daily Scenarios from End-Users’ Perspective: Non-Use, Concerns, and Ideal Design

Centering humans in explainable artificial intelligence (XAI) research has primarily focused on AI model development and high-stake scenarios. However, as AI becomes increasingly integrated into everyday applications in often opaque ways, the need for explainability tailored to end-users has grown more urgent. To addr…

Lingqing Wang et al.Georgia Institute of Technology

Perspectives on Integrating Trusted Other Feedback in Therapy for Veterans with PTSD

Past research has demonstrated that accounts of trusted others can provide additional context into real world behavior relevant to clinical decision-making and patient engagement. Our research investigates the Social Sensing System, a concept which leverages trusted other feedback for veterans in therapy for PTSD. In…

Hayley Irene Evans et al.Georgia Institute of Technology

The Right to Help and the Right Help: Fostering and Regulating Collective Action in a Medical Making Reaction to COVID-19

Medical making intersects opposing value systems of a medical ``do no harm'' ethos and makers' drive to innovate. Since March 2020, online maker communities have formed to design, manufacture, and distribute personal protective equipment (PPE) and other medical devices needed to fight the COVID-19 pandemic. We present…

Megan K Hofmann et al.Carnegie Mellon University

Medical Maker Response to COVID-19: Distributed Manufacturing Infrastructure for Stop Gap Protective Equipment

Unprecedented maker efforts arose in response to COVID-19 medical supply gaps worldwide. Makers in the U.S., participated in peer-production activities to manufacture personal protective equipment (PPE). Whereas, medical makers, who innovate exclusively for points of care, pivoted towards safer, reliable PPE. What wer…

Udaya Lakshmi et al.Georgia Institute of Technology

Understanding the Care Ecologies of Veterans with PTSD

Post-traumatic stress disorder (PTSD) disproportionately affects United States veterans, yet they may be reluctant to seek or engage in care. We interview 21 participants, including veterans with PTSD, clinicians who treat veterans and friends and family that support veterans through mental health ordeals. We investig…

Hayley Evans et al.Georgia Institute of Technology

Using Diaries to Probe the Illness Experiences of Adolescent Patients and Parental Caregivers

Adolescents with chronic conditions must work with family caregivers to manage their illness experiences. To explore how technology can support collaborative documentation of these experiences, we designed and distributed a paper diary probe kit in a two-week field deployment with 12 adolescent–parent dyads (24 partic…

Matthew K. Hong et al.Toyota Research Institute

"Point-of-Care Manufacturing": Maker Perspectives on Digital Fabrication in Medical Practice

Maker culture is on the rise in healthcare with the adoption of consumer-grade fabrication technologies. However, little is known about the activities and resources involved in prototyping medical devices to improve patient care. In this paper, we refer to such activity as \textit{medical making} to report findings ba…

Udaya Lakshmi et al.Georgia Institute of Technology

Making and Collaborative Design

Paper Title	Authors	Research Topics
Human-centered Perspectives on a Clinical Decision Support System for Intensive Outpatient Veteran PTSD Care Psychotherapy delivery relies on a negotiation between patient self-reports and clinical intuition. Growing evidence for technological support of psychotherapy suggests opportunities to aid the mediation of this tension. To explore this prospect, we designed a prototype of a clinical decision support system (CDSS) for…	CB Cynthia M Baseman et al.Georgia Institute of Technology
“Poker with Play Money”: Exploring Psychotherapist Training with Virtual Patients Role-play exercises are widely utilized for training across a variety of domains; however, they have many shortcomings, including low availability, resource intensity, and lack of diversity. Large language model-driven virtual agents offer a potential avenue to mitigate these limitations and offer lower-risk role-play…	CB Cynthia M Baseman et al.Georgia Institute of Technology	AI Applications for Safety and Support
There's No "I" in TEAMMAIT: Impacts of Domain and Expertise on Trust in AI Teammates for Mental Health Work The mental health crisis in the United States spotlights the need for more scalable training for mental health workers. While present-day AI systems have sparked hope for addressing this problem, we must not be too quick to incorporate or solely focus on technological advancements. We must ask empirical questions abou…	NS Nathaniel Swinger et al.Georgia Institute of Technology	Team Work Makes the Dream Work
Understanding the Temporality of Informal Caregivers’ Sense-Making on Conflicts and Life-Changing Events through Online Health Communities Informal caregivers perform an important role in taking care of family members with chronic disease. Informal caregivers’ mental health can be negatively impacted by life-changing events (e.g., patients’ diagnosis, care transitioning, etc.). This leads the caregiver to suffer from interpersonal and intrapersonal confl…	KX Kefan Xu et al.Georgia Institute of Technology	Caregiving & Caregivers
AdRecommended Learn AI Coding at CodeNow Structured lessons, hands-on projects, and continuous updates for people bringing AI into real development work. Explore Now
Explainable AI for Daily Scenarios from End-Users’ Perspective: Non-Use, Concerns, and Ideal Design Centering humans in explainable artificial intelligence (XAI) research has primarily focused on AI model development and high-stake scenarios. However, as AI becomes increasingly integrated into everyday applications in often opaque ways, the need for explainability tailored to end-users has grown more urgent. To addr…	LW Lingqing Wang et al.Georgia Institute of Technology
Perspectives on Integrating Trusted Other Feedback in Therapy for Veterans with PTSD Past research has demonstrated that accounts of trusted others can provide additional context into real world behavior relevant to clinical decision-making and patient engagement. Our research investigates the Social Sensing System, a concept which leverages trusted other feedback for veterans in therapy for PTSD. In…	HE Hayley Irene Evans et al.Georgia Institute of Technology
emoji_events The Right to Help and the Right Help: Fostering and Regulating Collective Action in a Medical Making Reaction to COVID-19 Medical making intersects opposing value systems of a medical ``do no harm'' ethos and makers' drive to innovate. Since March 2020, online maker communities have formed to design, manufacture, and distribute personal protective equipment (PPE) and other medical devices needed to fight the COVID-19 pandemic. We present…	MH Megan K Hofmann et al.Carnegie Mellon University
emoji_events Medical Maker Response to COVID-19: Distributed Manufacturing Infrastructure for Stop Gap Protective Equipment Unprecedented maker efforts arose in response to COVID-19 medical supply gaps worldwide. Makers in the U.S., participated in peer-production activities to manufacture personal protective equipment (PPE). Whereas, medical makers, who innovate exclusively for points of care, pivoted towards safer, reliable PPE. What wer…	UL Udaya Lakshmi et al.Georgia Institute of Technology
Understanding the Care Ecologies of Veterans with PTSD Post-traumatic stress disorder (PTSD) disproportionately affects United States veterans, yet they may be reluctant to seek or engage in care. We interview 21 participants, including veterans with PTSD, clinicians who treat veterans and friends and family that support veterans through mental health ordeals. We investig…	HE Hayley Evans et al.Georgia Institute of Technology
Using Diaries to Probe the Illness Experiences of Adolescent Patients and Parental Caregivers Adolescents with chronic conditions must work with family caregivers to manage their illness experiences. To explore how technology can support collaborative documentation of these experiences, we designed and distributed a paper diary probe kit in a two-week field deployment with 12 adolescent–parent dyads (24 partic…	MH Matthew K. Hong et al.Toyota Research Institute
"Point-of-Care Manufacturing": Maker Perspectives on Digital Fabrication in Medical Practice Maker culture is on the rise in healthcare with the adoption of consumer-grade fabrication technologies. However, little is known about the activities and resources involved in prototyping medical devices to improve patient care. In this paper, we refer to such activity as \textit{medical making} to report findings ba…	UL Udaya Lakshmi et al.Georgia Institute of Technology	Making and Collaborative Design