Author

X. S. Xu

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Pharmacology & Toxicology· 1

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Research Focus:benchmarking· 1 Assay:clinical cohort / trial· 1 Approach:deep learning· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

H. Ding· 1 shared M. Gupta· 1 shared M. Yuan· 1 shared S. Su· 1 shared Y. Yang· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperPharmacology & Toxicology

H. Ding

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1 paper

Recent·Most cited

Pharmacology & ToxicologybioRxivAug 19, 2023

Multitask Learning of Longitudinal Circulating Biomarkers and Clinical Outcomes: Identification of Optimal Machine-Learning and Deep-Learning Models

M. Yuan, S. Su, H. Ding…·X. S. Xu

This study evaluates machine learning and deep learning models for predicting clinical outcomes using high-dimensional longitudinal biomarker data from a lung cancer trial, finding that MFPCA-Cox outperforms other methods.

DOI 10.1186/s12911-026-03671-2

humanclinical cohort / trial

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