WSDS2025
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Concurrent

CS4c: From Research to Shared Knowledge

Thu, Nov 13, 2:30 PM - 4:00 PM Virtual Conference

4 Presentations

Evaluating and Testing for Actionable Treatment Effect Heterogeneity
2:30 PM - 4:00 PM
Co-authors: Mahsa Ashouri (Miami University), Nicholas Henderson, Mahsa Ashouri (Miami University)
interactionmodel comparisonprecision medicineresampling
Topological and Geometric Signatures of Dynamic Functional Connectivity in Alzheimer’s Disease: A Permutation-Based Framework
2:30 PM - 4:00 PM
Co-authors: Luopeiwen Yi (Duke University), Luopeiwen Yi (Duke University), Yutong Wu (Duke University), Yang Li (Duke University), Tananun Songdechakraiwut (Duke University), Michael Lutz (Duke University)
Alzheimer's diseaseBrain network dynamicsNetwork topologyNeuroimaging biomarkersPermutation testingPersistent graph homology
Treatment effect estimation with bias-correction for a single-arm trial of head and neck squamous cell carcinoma patients compared with historical controls
2:30 PM - 4:00 PM
Co-authors: Nusrat Harun (Cytel Inc), Rodney Sparapani (Medical College of Wisconsin), Nusrat Harun (Cytel Inc), Purushottam Laud (Medical College of Wisconsin), Siva Sivaganesan (Univ of Cincinnati), Trisha Wise-Draper (University of Cincinnati)
Average treatment effectBARTmachine learningG-computationRubin's causal modelsingle-arm trial
Weighted Likelihood INLA for Real-Time Spatiotemporal Prediction of Infectious Diseases
2:30 PM - 4:00 PM
Co-authors: Nadeesha Jayaweera (University of Akron), Jian Zou (Worcester Polytechnic Institute), Nadeesha Jayaweera (University of Akron), Yanzhao Wang (Regeneron Pharmaceuticals)
Bayesian InferenceDisease ForecastingINLALikelihood WeightingSpatiotemporal Modeling
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