Zobrazeno 1 - 10
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pro vyhledávání: '"Eugene Lin"'
Publikováno v:
Pharmaceuticals, Vol 13, Iss 10, p 305 (2020)
In the wake of recent advances in machine learning research, the study of pharmacogenomics using predictive algorithms serves as a new paradigmatic application. In this work, our goal was to explore an ensemble machine learning approach which aims to
Externí odkaz:
https://doaj.org/article/56f72dcf98744112bf8c61bac5daefef
Publikováno v:
International Journal of Molecular Sciences, Vol 21, Iss 3, p 969 (2020)
A growing body of evidence now suggests that precision psychiatry, an interdisciplinary field of psychiatry, precision medicine, and pharmacogenomics, serves as an indispensable foundation of medical practices by offering the accurate medication with
Externí odkaz:
https://doaj.org/article/21e18aa89bcd45578f15123f25b35b8f
Autor:
Eugene Lin1,2,3, Chieh-Hsin Lin3,4,5 cyndi36@gmail.com, Hsien-Yuan Lane3,6,7,8 hylane@gmail.com
Publikováno v:
Clinical Psychopharmacology & Neuroscience. Nov2021, Vol. 19 Issue 4, p577-588. 12p.
Publikováno v:
Pharmaceuticals, Vol 13, Iss 305, p 305 (2020)
Pharmaceuticals
Volume 13
Issue 10
Pharmaceuticals
Volume 13
Issue 10
In the wake of recent advances in machine learning research, the study of pharmacogenomics using predictive algorithms serves as a new paradigmatic application. In this work, our goal was to explore an ensemble machine learning approach which aims to
Publikováno v:
Personalized medicine. 7(2)
Autor:
Hsien-Yuan Lane, Eugene Lin
Publikováno v:
Biomarker Research
In light of recent advances in biomedical computing, big data science, and precision medicine, there is a mammoth demand for establishing algorithms in machine learning and systems genomics (MLSG), together with multi-omics data, to weigh probable ph
Publikováno v:
Pharmacogenomics. 8:1327-1335
Introduction: In studies of pharmacogenomics, it is essential to address gene–gene and gene–environment interactions to describe complex traits involving pharmacokinetic and pharmacodynamic mechanisms. In this work, our goal is to detect gene–g
Publikováno v:
Pharmacogenomics. 8:75-83
Single nucleotide polymorphisms (SNPs) can be used in clinical association studies to determine the contribution of genes to drug efficacy. However, it would be extremely inefficient to test all the 10 million common SNPs for an association study. He
Autor:
Eugene Lin, Hsien-Yuan Lane
Publikováno v:
Pharmacogenomics. 16(5)
Major depressive disorder (MDD) is one of the most common psychiatric disorders worldwide. Doctors must prescribe antidepressants based on educated guesses due to the fact that it is unmanageable to predict the effectiveness of any particular antidep
Publikováno v:
Molecular diagnosistherapy. 16(1)
In pharmacogenomics studies, gene-gene interactions play an important role in characterizing a trait that involves complex pharmacokinetic and pharmacodynamic mechanisms, particularly when each involved feature only demonstrates a minor effect. In ad