AMIA 2025 Informatics Summit
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About the Event
March 10-13, 2025
Pittsburg, PA
The AMIA 2025 Informatics Summit will explore content dedicated to translational bioinformatics, precision medicine, clinical research informatics, data science, and artificial intelligence (AI) in one integrated conference.
DoC-IT at AMIA #IS25
| Monday, March 10, 2025 | |||
| Time (PST) | Title | Presenter | Location |
| 3:30 PM – 5:00 PM | S01: Leveraging Natural Language Processing, Machine Learning, and Social Determinants in Electronic Health Records to Improve Opioid Use Disorder Clinical Care Advances in artificial intelligence (AI) approaches such as natural language processing (NLP) and machine learning (ML) have the potential to transform clinical care but come with inherent risks. In the context of the ongoing opioid overdose crisis, health systems are struggling to identify patients with opioid use disorder and address social and behavioral factors that influence care provision. AI holds promise for increasing the accuracy and efficiency of patient identification and care delivery. Investigators will discuss methods for ascertaining social determinants associated with overdose in unstructured electronic health record data using NLP, identifying patients with opioid misuse through NLP and ML algorithms in the emergency department, and integrating social risk factors into clinical decision support to promote enhanced treatment for opioid use disorder with medications. Benefits and risks will be discussed, with a focus on trustworthy AI. NIH will share scientific priorities and funding opportunities to support such research. |
Moderator: Tamara Haegerich, PhD National Institutes of Health Speaker(s): Yu Hong, MS, PhD, FACMI University of Massachusetts Lowell, VA Bedford Healthcare Melanie Molina, MD, MAS University of California San Francisco Neeraj Chhabra, MD University of Illinois Chicago |
Grand Ballroom |
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2025-03-10 15:00:00
2025-03-14 00:00:00
AMIA 2025 Informatics Summit
About the Event
March 10-13, 2025
Pittsburg, PA
The AMIA 2025 Informatics Summit will explore content dedicated to translational bioinformatics, precision medicine, clinical research informatics, data science, and artificial intelligence (AI) in one integrated conference.
DoC-IT at AMIA #IS25
Monday, March 10, 2025
Time (PST)
Title
Presenter
Location
3:30 PM – 5:00 PM
S01: Leveraging Natural Language Processing, Machine Learning, and Social Determinants in Electronic Health Records to Improve Opioid Use Disorder Clinical Care
Advances in artificial intelligence (AI) approaches such as natural language processing (NLP) and machine learning (ML) have the potential to transform clinical care but come with inherent risks. In the context of the ongoing opioid overdose crisis, health systems are struggling to identify patients with opioid use disorder and address social and behavioral factors that influence care provision. AI holds promise for increasing the accuracy and efficiency of patient identification and care delivery. Investigators will discuss methods for ascertaining social determinants associated with overdose in unstructured electronic health record data using NLP, identifying patients with opioid misuse through NLP and ML algorithms in the emergency department, and integrating social risk factors into clinical decision support to promote enhanced treatment for opioid use disorder with medications. Benefits and risks will be discussed, with a focus on trustworthy AI. NIH will share scientific priorities and funding opportunities to support such research.
Moderator:
Tamara Haegerich, PhD
National Institutes of Health
Speaker(s):
Yu Hong, MS, PhD, FACMI
University of Massachusetts Lowell, VA Bedford Healthcare
Melanie Molina, MD, MAS
University of California San Francisco
Neeraj Chhabra, MD
University of Illinois Chicago
Grand Ballroom
Division of Clinical Informatics and Digital Transformation
America/Los_Angeles
public