2 papers
cs.CV2024
SpaRG: Sparsely Reconstructed Graphs for Generalizable fMRI Analysis
Camila González, Yanis Miraoui, Yiran Fan +2
Deep learning can help uncover patterns in resting-state functional Magnetic Resonance Imaging (rs-fMRI) associated with psychiatric disorders and personal traits. Yet the problem…
cs.CL2024
Evaluating Large Language Models for Anxiety and Depression Classification using Counseling and Psychotherapy Transcripts
Junwei Sun, Siqi Ma, Yiran Fan +1
We aim to evaluate the efficacy of traditional machine learning and large language models (LLMs) in classifying anxiety and depression from long conversational transcripts. We fine…