Yong Chen

Presentation: MOSAiC: Multi-site One-Shot Aggregation of Compressed Risk Functions

Presentation: 54: A Unified Adjustment and Diagnosis Protocol for Covariate Balance in Real-World Evidence

Presentation: 76: TRIM: Unlearning Causal Transformer for Multimodal Trial Emulation

Presentation: 38: AURORA: Adaptive Unified Reconstruction for One-Shot Robust Analysis in Heterogeneous Federated Studies

Presentation: 40: CompPower: Computation and Compensation for Statistical Power in Real-World Data Analysis

Presentation: 71: TETRiS: TEnsor-Train Enabled Regulatory Post-Marketing Surveillance in Self-controlled Case Series D

Presentation: Lossless Distributed Evidence Generation under Arbitrary Cross-site Heterogeneity

Presentation: TrialMap: A Principled End-to-End Framework for Optimizing Trial Eligibility Using Real-World Data

Presentation: OPTIC: Optimizing Trial Eligibility Criteria with Real-World Data via Conditional Independence Tests

Presentation: Debiased Digital Twins for Generalizing Treatment Effects from Randomized Trials to Routine Care

Presentation: Distributed Semiparametric Inference for Heterogeneous Sites via Single-Round Communication

Presentation: PDA: Privacy-preserving Distributed Algorithms for Clinical Evidence Generation and Evidence Synthesis using Networked Data

Presentation: A Curvature-Based One-Shot MM Framework for Distributed Learning with Heterogeneous Data

Presentation: Federated Likelihood-based Inference via Sobolev Neural Approximation

Presentation: Grouped Multi-Task Learning with Heterogeneous Linear Representations