Research

Research

Using computational tools to understand how the human mind works, and where systems built to serve it fall short.

Clinical AIMental HealthML Fairness

Active

01

Socio-cultural masculinity constructions and eating-related distress in males

OSF Registered

Project ANA · JBI scoping review · PRISMA-ScR

Project ANAJBI scoping reviewPRISMA-ScR
02

Sex-stratified ML classification: algorithmic disparities in eating disorder literature

In Progress

Project ANA

Project ANABERTopicSHAP11 classifiersMedCPTBiomedBERT~1,124 papers

Other Work

01

LLM failure patterns in PHQ-9 depression screening

In Progress
Clinical NLPPRIMATE datasetper-symptom bias analysis

Archived

01

ML Analysis of Universal vs. Contextual Mental Health Profiles Across Populations

Archived
AutoencoderK-meansCramér's Vcross-population analysisPython
GitHub ↗