Author

Cong Cao

Observed name: Cao, Cong

Institutions: Yale University, Stanford Medicine, Stanford University

Observed institutions: California Institute of Technology, Norwegian University of Science and Technology, Yale University, Stanford Medicine, Stanford University

ORCID: 0000-0001-8289-1705

Observed ORCID: 0000-0001-8289-1705

OpenAlex ID: A5100784656

Integration of ten years of daily weather, traffic, and air pollution data from Norway’s six largest cities

2024 · Cong Cao · Scientific Data · 11

How to better predict the effect of urban traffic and weather on air pollution? Norwegian evidence from machine learning approaches

2024 · Cong Cao · Journal of Economic Behavior & Organization · 10

Modeling impacts of traffic, air pollution, and weather conditions on cardiopulmonary disease mortality

2024 · Cong Cao, Jan Morten Dyrstad, et al. · Scandinavian Journal of Public Health · 2

When Reconstruction Is Not Enough: Doubly Robust Counterfactual and Interventional Mediation Analysis with Learned Multimodal Representations

2026 · Cong Cao · medRxiv

Different representation learning objectives recover distinct latent structures from the same psychometric data

2026 · Cao, Cong, Kyriakides, Tassos C., et al. · arXiv (Cornell University)

When Prediction Error Is Not Enough: Evaluating Nuisance-Function Prediction for Causal Estimation

2026 · Cao, Cong · arXiv (Cornell University)

Psychosocial Factors Outweigh Environmental Exposures in Subjective Cognitive Difficulties: A Causal AI Analysis

2026 · Cong Cao, Shuangge Ma · medRxiv

AI-Assisted Causal Inference and Mediation Analyses of Environmental and Psychosocial Determinants of Subjective Cognitive Difficulties in the All of Us Research Program

2026 · Cao, Cong, Ma, Shuangge · arXiv (Cornell University)

AI-driven Multimodal Representation Learning for Latent Mediation Structure Discovery of Socioeconomic Disadvantage, Psychosocial Factors, and Cardiometabolic Multimorbidity: Insights from the All of Us Research Program

2026 · Cao, Cong, Ma, Shuangge · arXiv (Cornell University)

AI-driven Multimodal Representation Learning for Latent Mediation Structure Discovery of Socioeconomic Disadvantage, Psychosocial Factors, and Cardiometabolic Multimorbidity: Insights from the All of Us Research Program

2026 · Cong Cao, Shuangge Ma · medRxiv

AI-Assisted Causal Inference and Mediation Analyses of Environmental and Psychosocial Determinants of Subjective Cognitive Difficulties in the All of Us Research Program

2026 · Cong Cao, Shuangge Ma · medRxiv

Challenges and Recent Advances in Visual and Haptic Feedback for AI-Enhanced Teleoperated Robot-Assisted Surgery

2026 · Cong Cao · SSRN Electronic Journal

Causal Inference under Interference with Learned Exposure Mappings

2026 · Cong Cao · SSRN Electronic Journal

Different Representation Learning Objectives Recover Distinct Latent Structures from the Same Psychometric Data

2026 · Cong Cao, Tassos C. Kyriakides, et al. · SSRN Electronic Journal

Where the Data End and the Mechanism Begins: Doubly Robust Causal Digital Twins for Treatment Strategies

2026 · Cong Cao · SSRN Electronic Journal

When Reconstruction is not Enough: Doubly Robust Counterfactual and Interventional Mediation Analysis with Learned Multimodal Representations

2026 · Cong Cao · SSRN Electronic Journal

When Reconstruction Is Not Enough: Doubly Robust Counterfactual and Interventional Mediation Analysis with Learned Multimodal Representations

2026 · Cong Cao · SSRN Electronic Journal

Do Learned Representations of Electronic Health Records Discard Confounding Information? A Plasmode Evaluation and Diagnostics in the All of Us Research Program

2026 · Cong Cao · SSRN Electronic Journal

Interaction between climate factors and air quality in three Norwegian cities: A machine learning analysis

2025 · Cong Cao, Ramit Debnath, et al. · Atmospheric Environment X

How to Better Predict the Effect of Urban Traffic and Weather on Air Pollution? Norwegian Evidence from Machine Learning Approaches

2023 · Cong Cao · SSRN Electronic Journal

How to Better Predict the Effect of Urban Traffic and Weather on Air Pollution? Norwegian Evidence from Machine Learning Approaches

2023 · Cong Cao · SSRN Electronic Journal

What are the Causal Effects of Environmental Exposure and Climate Change on Medical Expenditure and Patient Numbers? Evidence from Oslo

2023 · Cong Cao · SSRN Electronic Journal

2021 · Cong Cao

Works count: 23

Citation count: 23

H-index: 2

I10-index: 2