Asma Ghandeharioun Source Confirmed

OverviewAI-generated summary

Dr. Asma Ghandeharioun's work bridges artificial intelligence and mental health research. She develops and applies topic modeling and explainable AI (XAI) techniques, particularly within the realm of digital mental health interventions. Her research explores how AI can be leveraged in healthcare settings, with a focus on understanding and improving language models. Ghandeharioun has investigated causality-based localization and knowledge editing in language models, as well as how post hoc explanations can enhance these models. She also employs mixed effects random forests for personalized predictions of clinical depression severity. Her work includes the development of methods for disentangled simultaneous explanations via concept traversals.

Her primary research interests lie in the intersection of artificial intelligence and mental health.

Metrics

• h-index: 18
• Publications: 47
• Citations: 1,582