How AI and Data Science are Being Implemented at ChristianaCare: Case Studies
Thursday November 6, 2025 from 12:00-1:00pm
Virtual Teams Presentation
This presentation explores how AI and data science are being actively implemented at
ChristianaCare to drive innovation, improve patient outcomes, and enhance operational efficiency.
Through a series of real-world case studies, attendees will gain insight into the practical application
of machine learning, natural language processing, forecasting, and statistical modeling across
diverse healthcare challenges. Projects include predictive models for post-operative kidney injury,
maternal discharge delays, patient experience analysis, HAPI prediction, baby delivery forecasting,
and more. The talk will highlight both deployed and in-development solutions, showcasing
measurable impact and lessons learned.
Meet the Speaker
Odai Dweekat, Ph.D.
Senior Data Scientist,
ChristianaCare
Dr. Odai Y. Dweekat is a Senior Data Scientist at ChristianaCare, specializing in AI-driven healthcare innovation. With over a decade of experience in machine learning and advanced analytics, he leads initiatives that improve clinical outcomes and operational efficiency. His work includes predictive modeling for AKI, HAPI, cancer readmission, and patient experience analysis using NLP. Dr. Dweekat holds a PhD in industrial and systems engineering from SUNY Binghamton and a MSc in operations management from the University of Birmingham. He is a published researcher and frequent presenter at national conferences.
Microsoft Teams
Join the meeting now
Meeting ID: 232 449 381 449
Passcode: Py7Q8s4b
Dial in by phone
+1 302-483-7154,,512631687# United States, Wilmington
Find a local number
Phone conference ID: 512 631 687#
Please RSVP to Debra.Reese@ChristianaCare.org for instruction on obtaining CME credit for attendance
Work supported by an Institutional Development Award
(IDeA) from the National Institute of General Medical
Sciences of the National Institutes of Health under grant
number U54-GM104941 (PI:Hicks) and the State of DE.