Publications

Towards Trustworthy Explanation: On Causal Rationalization

Wenbo Zhang , Tong Wu, Yunlong Wang, Yong Cai, and Hengrui Cai. " International Conference on Machine Learning (ICML 2023)

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Nonparametric Estimation of the Causal Effect of a Stochastic Threshold-based Intervention

Lars Van Der Laan, Wenbo Zhang and Peter Gilbert. 2022. " Biometrics

Interpretable discriminant analysis for functional data supported on random non-linear domains

Eardi Lila, Wenbo Zhang and Swati Rane. " Under review in Journal of the Royal Statistical Society Series B

Immune correlates analysis of the mRNA-1273 COVID-19 vaccine efficacy clinical trial

Gilbert PB, Montefiori DC, McDermott A, Fong Y, Benkeser D, Deng W, et al. on behalf of the Immune Assays Team; the Moderna, Inc. Team; the Coronavirus Vaccine Prevention Network (CoVPN)/Coronavirus Efficacy (COVE) Team; and the United States Government (USG)/CoVPN Biostatistics Team. "Science

Antibody Correlates of Severe RSV Disease in a Vaccine Efficacy Trial

Youyi Fong, Ying Huang, Bhavesh Borate, Lars Wim Paul van der Laan, Wenbo Zhang, Lindsay N., Iksung Cho, Greg Glenn,Louis Fries, Raphael Gottardo, Peter B. Gilbert. 2021. " Under review in Clinical Infectious Diseases

Finding atrophy patterns of grey matter through orthonormal non-negative factorization

Wenbo Zhang, Kwun Chuen Gary Chan, Dean Shibata, and David Haynor. 2021." SPIE Medical Imaging 2021

Chromosome Classification with Convolutional Neural Network based Deep Learning

Wenbo Zhang, Sifan Song, Tianming Bai, Yanxin Zhao, Fei Ma, Jionglong Su and Limin Yu. 2018. "International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)