Gavin Doherty

Designing, Implementing and Evaluating AI Explanations: a Scoping Review of Explainable AI Frameworks | ACM Transactions on Computer-Human Interaction As Artificial Intelligence (AI) systems become increasingly integrated into our lives, the need to support appropriate human understanding of AI continues to grow. With new AI capabilities being deplo...

New paper on XAI frameworks by Karina Cortiñas Lorenzo and @wanlingcai.bsky.social accepted to @acmtochi.bsky.social. Provides a resource for researchers and practitioners, helping to understand frameworks available & choose one matching your needs. #xai #explainableAI #hci doi.org/10.1145/3769...

Designing Human-centered AI for Mental Health: Developing Clinically Relevant Applications for Online CBT Treatment | ACM Transactions on Computer-Human Interaction Recent advances in AI and machine learning (ML) promise significant transformations in the future delivery of healthcare. Despite a surge in research and development, few works have moved beyond demon...

First post - I'm interested in designing engaging,effective digital health systems, and *useful* applications of machine learning & AI in digital health - e.g. how to integrate model predictions into interfaces for iCBT supporters dl.acm.org/doi/10.1145/... (open access) #digitalhealth #ai #hci