Refereed

CS003 From Wearables to Clinical Trials: Data-Driven Approaches for Healthcare

Wed, Apr 29, 10:30 AM - 12:00 PM Room Executive Ballroom CD Hyatt Regency Milwaukee

Data Science Applications

3 Presentations

Modeling Daily Heart Rate Variability Patterns Using Functional Data Analysis of Wearable Device Data

10:35 AM - 11:00 AM

Co-authors: Ray Cook (Kennesaw State University), Ruvini Jayamaha (Professor), Ray Cook (Kennesaw State University), Marla Bell (Professor)

Heart Rate Variability Wearable Devices Functional Data Analysis (FDA)Function-on-Scalar-Regression (FoSR)

MRI-Based Radiomic Biomarkers of Chemotherapy Response Assessment in Breast Cancer: A Preliminary Study

11:00 AM - 11:25 AM

Co-authors: Ahmad Momani (University of Wisconsin-Milwaukee), Mahsa Dabagh (University of Wisconsin-Milwaukee), Ahmad Momani (University of Wisconsin-Milwaukee)

Radiomics Breast Cancer Chemotherapy Vasculature Magnetic Resonance Imaging Oncology

Enhancing Early-Phase Clinical Trial Decisions Using Bayesian Hybrid Designs in an R Shiny Application

11:25 AM - 11:50 AM

Co-authors: Tanvi Mane, Tanvi Mane

Clinical Trial Simulation Dynamic Power Prior Self-Adapting Mixture (SAM) Prior Power Analysis Prior-Data Conflict Bayesian Hybrid Design