2026
An interpretable deep learning framework for predictive modeling of postoperative infections in ICU patients.
PloS one
PubMed • Publisher's sitePatrick J Tighe, MD, MS
Anesthesiologist
Research at a glance
Top areas of exploration
- Postoperative Pain , 14 publications
- Analgesics, Opioid , 10 publications
- Machine Learning , 8 publications
- Acute Pain , 8 publications
Research activity
Focus
My NIH-funded research activities use artificial intelligence to better understand how perioperative factors and care delivery pathways influence postoperative outcomes.
My publications
Filter publications
117 publications
2025
Microphysiological system to address the opioid crisis: A novel multi-organ model of acute opioid overdose and recovery.
Current research in toxicology
PubMed • Publisher's site2025
Re: Interpreting cannabis use and postoperative pain in older adults: methodologic considerations.
Regional anesthesia and pain medicine
PubMed • Publisher's site2025
The Current Use of Artificial Intelligence in Anesthesiology.
Advances in anesthesia
PubMed • Publisher's site2025
Perioperative Artificial Intelligence Driven Integrated Modeling of Surgeries using Anesthetic, Physical and Cognitive Statuses for Predicting Hospital Outcomes.
Research square
PubMed • Publisher's site