Author

Sindy Licette Pinero

University of South AustraliaORCID 0000-0002-6296-6412Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 3 Assay:bulk RNA-seq· 2 Research Focus:differential expression· 2 Approach:machine learning (classical)· 2 Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Assay:DNA methylation· 1

Frequent Co-Authors

Jiuyong LiiD· 3 shared Junpeng ZhangiD· 3 shared Marnie A. WinteriD· 3 shared Sang LeeiD· 3 shared Thin NguyeniD· 3 shared Thuc Duy LeiD· 3 shared Xiaomei LiiD· 3 shared Lin LiuiD· 2 shared

Activity by Year

2025-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 43 mutual co-author links

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3 shared papersGenetic & Genomic Medicine

Jiuyong LiORCID

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

TACO: TabPFN Augmented Causal Outcomes for Early Detection of Long COVID

Sindy Licette Pinero, Ngoc Duong, Xiaomei Li, Lin Liu, Jiuyong Li, Sang Lee, Marnie A. Winter, Thin Nguyen, Junpeng Zhang, Thuc Duy Le

TACO detects presymptomatic Long COVID by combining causal inference with a foundation model, achieving higher precision with fewer features and no hyperparameter tuning.

Machine Learning Science and Technology · Apr 21, 2026Peer-reviewedGenetic & Genomic Medicine

Omics-Based Computational Approaches for Biomarker Identification, Prediction, and Treatment of Long COVID

Sindy Licette Pinero, Xiaomei Li, Junpeng Zhang, Marnie A. Winter, Sang Lee, Thin Nguyen, Lin Liu, Jiuyong Li, Thuc Duy Le

This paper reviews computational methods and datasets for understanding Long COVID's mechanisms and developing diagnostic and therapeutic strategies using multi-omics data.

Critical Reviews in Clinical Laboratory Sciences · Dec 9, 2025Peer-reviewedGenetic & Genomic Medicine

Integrative Multi-Omics Framework for Causal Gene Discovery in Long COVID

Sindy Licette Pinero, Xiaomei Li, Lin Liu, Jiuyong Li, Sang Lee, Marnie A. Winter, Thin Nguyen, Junpeng Zhang, Thuc Duy Le

This paper identifies 32 causal genes for Long COVID using a multi-omics framework combining TWMR and CT, revealing novel genetic factors and symptom subtypes.

PLoS Computational Biology · Dec 1, 2025Peer-reviewedGenetic & Genomic Medicine