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Patrick J Tighe, MD, MS

Anesthesiologist

Photo of Patrick J Tighe

Research at a glance

Top areas of exploration

  • Pain, Postoperative , 13 publications
  • Analgesics, Opioid , 8 publications
  • Machine Learning , 7 publications
  • Acute Pain , 7 publications

Research activity

103 publications

1,740 citations

Why is this important?

Focus

My NIH-funded research activities use artificial intelligence to better understand how perioperative factors and care delivery pathways influence postoperative outcomes.

My publications

103 publications

2024

Development of a Probabilistic Boolean network (PBN) to model intraoperative blood pressure management.

Computer methods and programs in biomedicine

PubMed Publisher's site

2023

Applications of Artificial Intelligence in the Radiology Roundtrip: Process Streamlining, Workflow Optimization, and Beyond.

Seminars in roentgenology

PubMed Publisher's site

2023

Building an automated, machine learning-enabled platform for predicting post-operative complications.

Physiological measurement

PubMed Publisher's site

2023

Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes.

Journal of the American Medical Informatics Association : JAMIA

PubMed Publisher's site