In this episode of Behind the Insights, Carl D. Marci, MD, Chief Clinical Officer and Managing Director of Mental Health and Neuroscience at OM1, explores the complexities of Treatment-Resistant Depression (TRD) and how OM1’s AI-driven models are reshaping the way we identify and treat patients. Discover how real-world data, clinician attestation, and unstructured clinical notes are unlocking hidden patterns in mental health care, and what the future holds for AI in mental health.

0:00 Intro

0:37 What is Treatment-Resistant Depression and why is it so challenging to define and detect?

1:13 How common is it for patients to experience failure with multiple treatments?

1:43 Highlighting “psychiatrist-attested TRD” with AI and unstructured clinical notes

2:38 Can you walk us through how you know which definition of TRD ...