Author

Xinyi Lin

Laboratory of Data Discovery for HealthORCID 0000-0002-0953-299XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Organism:human· 2 Approach:Bayesian inference· 1 Approach:benchmark study· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1

Frequent Co-Authors

Bizhe Luo· 1 shared Bocheng ShiiD· 1 shared Bowen Yao· 1 shared Danqing YiniD· 1 shared Darren Wan Ho Pun· 1 shared Fiona Haixin Chen· 1 shared Jing YaniD· 1 shared Joshua W. K. HoiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 20 mutual co-author links

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1 shared paperBioinformatics

Bizhe Luo

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintApr 30, 2026

EnzCast: Prediction of Patient-Specific Enzymatic Kinetics through Multi-Modal Deep Learning and Isoform-Resolved Bayesian Inference based on Single-Cell Transcriptomics

Xuechen Mu, Yi Yang, Qingyu Wang…·Ying Xu

EnzCast predicts enzymatic kinetics from multi-modal data, and IsoKin infers patient-specific in vivo kinetics, showing improved uncertainty reduction in colorectal cancer.

DOI 10.64898/2026.04.28.721430

humanprotein sequence

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BioinformaticsbioRxivPreprintJul 27, 2025

Can large language models reliably extract human disease genes from full-text scientific literature?

Danqing Yin, Matthew Ka Siu Leung, Darren Wan Ho Pun…·Joshua W. K. Ho

This paper benchmarks three LLMs for extracting gene-disease-phenotype relationships from biomedical texts, finding GPT-4o achieves 88.8% accuracy using zero-shot prompting.

2 citations

humanlarge language model

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