# @nyulangonehealth on YouTube

- **Type:** Video
- **Original URL:** https://youtube.com/watch?v=Fmb1ZqzSjiU
- **Gondola URL:** https://gondola.cc/posts/30158902-nyulangonehealth-youtube
- **Thumbnail:** https://img.gondola.cc/tr:w-,h-,fo-auto/postThumbnails/67a4c2aac1.jpg
- **Posted:** 2025-04-30T19:00:14.000+00:00
- **Account Owner:** NYU Langone Health (@nyulangone) — https://gondola.cc/nyulangone

## Caption

What if a simple conversation in the emergency room could reveal who’s most at risk for PTSD before symptoms even begin? On this episode, Katharina Schultebraucks, PhD, shares her innovative work on using machine learning to forecast trauma-related mental health outcomes. From predicting PTSD based on a patient’s response to a single question, to identifying early biomarkers of burnout in healthcare workers, Dr. Schultebraucks explains how AI could revolutionize how we detect, prevent, and treat psychiatric disorders. Dr. Schultebraucks is Co-Director of the Computational Psychiatry Program and Associate Professor in the Department of Psychiatry and Population Health at NYU Grossmann School of Medicine.
⸻
🔍 Topics Covered
00:25 Meet Dr. Katharina Schultebraucks
02:19 Objective vs Subjective Measures in Psychiatry
03:46 Predicting PTSD Risk with Machine Learning
05:19 Implementing Early Preventive Interventions
06:33 Combining Biological and Psychological Risk Factors
10:48 Challenges of fairness, bias, and “black box” algorithms
25:15 Addressing Burnout in Emergency Department Providers
29:56 Exciting Developments in Precision Psychiatry
⸻
📚 Related Resources
Katharina Schultebraucks, PhD https://med.nyu.edu/faculty/katharina-schultebraucks
Computational Psychiatry Program in NYU Langone’s Department of Psychiatry https://med.nyu.edu/departments-institutes/psychiatry/research/computational
“Dissecting racial bias in an algorithm used to manage the health of populations” by Ziad Obermeyer, et al https://www.science.org/doi/10.1126/science.aax2342
PTSD Treatment at NYU Langone Health https://nyulangone.org/conditions/post-traumatic-stress-disorder
⸻
🔔 Subscribe for more conversations at the intersection of mental health and innovation.
📢 Like, comment, and share if this episode sparked your thinking.

#PTSD #PrecisionPsychiatry #Burnout #TraumaCare #MentalHealth #MachineLearning #NYULangone #KatharinaSchultebraucks

## Stats

- **Views:** 171
- **Likes:** 4
- **Shares:** 0
- **Comments:** 0

## Tags

ptsd, traumacare, nyulangone, precisionpsychiatry, burnout, machinelearning, katharinaschultebraucks, mentalhealth

---
Copyright (c) Gondola