23 - Building Your Own Clinical Prediction Model: A Bootcamp for the ID Researcher

Thursday, October 17, 2024

10:30 AM – 11:45 AM US PT

Location: 515 B

All relevant financial relationships have been mitigated.

CME Credits: Maximum of 1.25 hours of AMA PRA Category 1 Credit™
MOC Credits: Maximum of 1.25 hours of MOC Credit
CNE Credits: Maximum of 1.25 hours of ANCC Credit
ACPE Credits: ACPE 1.25 knowledge-based contact hours of pharmacy CE
ACPE Number: JA0007082-9999-24-002-L01-P
PACE Credits: Maximum of 1 of PACE contact hours
CE Broker: Maximum of 1 CE broker credit hours

Moderator(s)

Krishna Rao, MD, MS

Associate Professor
University of Michigan
Ann Arbor, MI, United States
Anthony Harris, MD, MPH

Professor
University of Maryland School of Medicine
Baltimore, MD, United States

Faculty(s)

Katherine Goodman, PhD, JD

Assistant Professor
University of Maryland School of Medicine
Baltimore, Maryland, United States
Shengpu Tang, PhD (he/him/his)

Assistant Professor
Computer Science and Engineering
Emory University
Atlanta, GA, United States
Eili Klein, PhD

Dr
Johns Hopkins School of Medicine
Baltimore, Maryland, United States

Disclosure(s):

Krishna Rao, MD, MS: Merck and Company, Inc.: Grant/Research Support; Rebiotix Inc.: Advisor/Consultant; Seres Therapeutics: Advisor/Consultant; Summit pharmaceuticals: Advisor/Consultant

Anthony Harris, MD, MPH: No financial relationships to disclose

Katherine E. Goodman, PhD, JD: No financial relationships to disclose

Shengpu Tang, PhD: No financial relationships to disclose

Eili Klein, PhD: Beckman Coulter: Grant/Research Support (Ongoing)

Learning Objectives:

At the conclusion of this session, participants will be able to:

analyze the challenges in data acquisition for clinical modeling;
describe how to assess the predictive ability of clinical models;
recognize several ways that clinical models can be deployed in real-world healthcare settings.

Presentations:

10:30 AM – 10:55 AM US PT

Prediction Models 101: The Data
Speaker: Katherine E. Goodman, PhD, JD – University of Maryland School of Medicine
10:55 AM – 11:20 AM US PT

Prediction Models 101: The Models
Speaker: Shengpu Tang, PhD (he/him/his) – Emory University
11:20 AM – 11:45 AM US PT

Prediction Models 101: The Implementation and Automation
Speaker: Eili Klein, PhD – Johns Hopkins School of Medicine