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Examples of gene-drug pairs validated by Tox21 in vitro assay data.

Examples of gene-drug pairs validated by Tox21 in vitro assay data.

<p>Examples of gene-drug pairs validated by Tox21 in vitro assay data.</p>

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Bibliographic Details
Main Author: Binghan Xue (21253235) (author)
Other Authors: Yanji Xu (185940) (author), Ruili Huang (480703) (author), Qian Zhu (191342) (author)
Published: 2025
Subjects:
Biochemistry
Pharmacology
Biotechnology
Science Policy
Biological Sciences not elsewhere classified
Chemical Sciences not elsewhere classified
Information Systems not elsewhere classified
uncover latent relationships
support vector classifier
novel treatment modalities
medical challenges necessitates
innovative therapeutic solutions
extreme gradient boosting
effective therapeutic interventions
edge computational techniques
drug repurposing process
drug repurposing emerges
30 million individuals
developing predictive models
143 gene targets
gene targets
vitro assays
ultimately catalyzing
systematic prediction
several findings
risk mitigation
random forest
promising avenue
primarily focused
previous investigation
nearest neighbors
harness cutting
endeavor expanded
diverse algorithms
building upon
75 ),
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