Jeremy M. Kahn

schoolUniversity of Pittsburghbar_chart#2829 Global Rank

Total Papers

HCI Rank

#2829

Research Areas

Years Active

Recent Publications

Intelligent Reasoning Cues: A Framework and Case Study of the Roles of AI Information in Complex Decisions

Artificial intelligence (AI)-based decision support systems can be highly accurate yet still fail to support users or improve decisions. Existing theories of AI-assisted decision-making focus on calibrating reliance on AI advice, leaving it unclear how different system designs might influence the reasoning processes u…

CHI '245th+ AuthorHonorable MentionMental Health Apps & Online Support Communities +1

Investigating Why Clinicians Deviate from Standards of Care: Liberating Patients from Mechanical Ventilation in the ICU

Clinical practice guidelines, care pathways, and protocols are designed to support evidence-based practices for clinicians; however, their adoption remains a challenge. We set out to investigate why clinicians deviate from the "Wake Up and Breathe" protocol, an evidence-based guideline for liberating patients from mec…

CHI '244th AuthorGenerative AI (Text, Image, Music, Video) +2

Sketching AI Concepts with Capabilities and Examples: AI Innovation in the Intensive Care Unit

Advances in artificial intelligence (AI) have enabled unprecedented capabilities, yet innovation teams struggle when envisioning AI concepts. Data science teams think of innovations users do not want, while domain experts think of innovations that cannot be built. A lack of effective ideation seems to be a breakdown p…

CHI '234th AuthorExplainable AI (XAI) +1

Ignore, Trust, or Negotiate: Understanding Clinician Acceptance of AI-Based Treatment Recommendations in Health Care

Artificial intelligence (AI) in healthcare has the potential to improve patient outcomes, but clinician acceptance remains a critical barrier. We developed a novel decision support interface that provides interpretable treatment recommendations for sepsis, a life-threatening condition in which decisional uncertainty i…

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