Interactions Between Orally Administered Drugs can be Predicted from a Combination of Machine Learning and Tissue Models

Ismail Ibrahim Al-Janabi

doi:10.54133/ajms.v6i1.684

Interactions Between Orally Administered Drugs can be Predicted from a Combination of Machine Learning and Tissue Models

Authors

Ismail Ibrahim Al-Janabi Retired Academic, Freelance Consultant Pharmacist and Science Writer, Epsom, Surrey, UK https://orcid.org/0000-0003-2922-1790

DOI:

https://doi.org/10.54133/ajms.v6i1.684

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References

Al-Janabi II, Fikrat HT, Mustafa RMA, Razzo FN, Borazan HN, Al-Taee SF. The effect of acetylsalicylic acid and acetaminophen on the solubility and absorption characteristics of nitrofurantoin. J Fac Med Baghdad. 1980;22(2):44-53.

Anber SA, Al-Janabi II, Mustafa RMA, Razzo FN. In vitro detection of possible in vivo drug interactions Part 1: The effect of hydrochlorothiazide and frusemide on the in vitro absorption characteristics of propranolol hydrochloride. Pharmazie. 1981;36(H.6):425-427.

Al-Janabi II, Anber SA, Fikrat HT. In vitro detection of possible in vivo drug interactions Part 2: A study of the effect of hydrochlorothiazide and frusemide on the partition coefficient and solubility characteristics of propranolol hydrochloride. Pharmazie.1981;36(H.6):485-488.

Han K, Cao P, Wang Y, Xie F, Ma J, Yu M, et al. A Review of approaches for predicting drug-drug interactions based on machine learning. Front Pharmacol. 2022;12:814858. doi: 10.3389/fphar.2021.814858. DOI: https://doi.org/10.3389/fphar.2021.814858

Zhang Y, Deng Z, Xu X, Feng Y, Junliang S. Application of artificial intelligence in drug-drug interactions prediction: A review. J Chem Inf Model. 2023. doi: 10.1021/acs.jcim.3c00582. DOI: https://doi.org/10.1021/acs.jcim.3c00582

Shi Y, Reker D, Byrne JD, Kirtane AR, Hess K, Wang Z, et al. Screening oral drugs for their interactions with the intestinal transportome via porcine tissue explants and machine learning. Nat Biomed Eng. 2024. doi: 10.1038/s41551-023-01128-9. DOI: https://doi.org/10.1038/s41551-023-01128-9

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Published

2024-03-05

How to Cite

Al-Janabi, I. I. (2024). Interactions Between Orally Administered Drugs can be Predicted from a Combination of Machine Learning and Tissue Models. Al-Rafidain Journal of Medical Sciences ( ISSN 2789-3219 ), 6(1), 200–201. https://doi.org/10.54133/ajms.v6i1.684

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Issue

Vol. 6 No. 1 (2024): January-March

Section

Letter to the editor

License

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

Published by Al-Rafidain University College. This is an open access journal issued under the CC BY-NC-SA 4.0 license (https://creativecommons.org/licenses/by-nc-sa/4.0/).