Iyer RK - Search Results

1

Prediction of short-term antidepressant response using probabilistic graphical models with replication across multiple drugs and treatment settings.

Athreya AP, Brückl T, Binder EB, John Rush A, Biernacka J, Frye MA, Neavin D, Skime M, Monrad D, Iyer RK, Mayes T, Trivedi M, Carter RE, Wang L, Weinshilboum RM, Croarkin PE, Bobo WV. Athreya AP, et al. Among authors: iyer rk. Neuropsychopharmacology. 2021 Jun;46(7):1272-1282. doi: 10.1038/s41386-020-00943-x. Epub 2021 Jan 15. Neuropsychopharmacology. 2021. PMID: 33452433 Free PMC article.

2

Model-based unsupervised learning informs metformin-induced cell-migration inhibition through an AMPK-independent mechanism in breast cancer.

Athreya AP, Kalari KR, Cairns J, Gaglio AJ, Wills QF, Niu N, Weinshilboum R, Iyer RK, Wang L. Athreya AP, et al. Among authors: iyer rk. Oncotarget. 2017 Apr 18;8(16):27199-27215. doi: 10.18632/oncotarget.16109. Oncotarget. 2017. PMID: 28423712 Free PMC article.

3

Prediction of adenocarcinoma development using game theory.

Athreya AP, Armstrong D, Gundling W, Wildman D, Kalbarczyk ZT, Iyer RK. Athreya AP, et al. Among authors: iyer rk. Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:1668-1671. doi: 10.1109/EMBC.2017.8037161. Annu Int Conf IEEE Eng Med Biol Soc. 2017. PMID: 29060205

4

Beta-defensin 1, aryl hydrocarbon receptor and plasma kynurenine in major depressive disorder: metabolomics-informed genomics.

Liu D, Ray B, Neavin DR, Zhang J, Athreya AP, Biernacka JM, Bobo WV, Hall-Flavin DK, Skime MK, Zhu H, Jenkins GD, Batzler A, Kalari KR, Boakye-Agyeman F, Matson WR, Bhasin SS, Mushiroda T, Nakamura Y, Kubo M, Iyer RK, Wang L, Frye MA, Kaddurah-Daouk R, Weinshilboum RM. Liu D, et al. Among authors: iyer rk. Transl Psychiatry. 2018 Jan 10;8(1):10. doi: 10.1038/s41398-017-0056-8. Transl Psychiatry. 2018. PMID: 29317604 Free PMC article.

5

Machine Learning Helps Identify New Drug Mechanisms in Triple-Negative Breast Cancer.

Athreya AP, Gaglio AJ, Cairns J, Kalari KR, Weinshilboum RM, Wang L, Kalbarczyk ZT, Iyer RK. Athreya AP, et al. Among authors: iyer rk. IEEE Trans Nanobioscience. 2018 Jul;17(3):251-259. doi: 10.1109/TNB.2018.2851997. Epub 2018 Jul 2. IEEE Trans Nanobioscience. 2018. PMID: 29994716 Free PMC article.

6

Augmentation of Physician Assessments with Multi-Omics Enhances Predictability of Drug Response: A Case Study of Major Depressive Disorder.

Athreya A, Iyer R, Neavin D, Wang L, Weinshilboum R, Kaddurah-Daouk R, Rush J, Frye M, Bobo W. Athreya A, et al. IEEE Comput Intell Mag. 2018 Aug;13(3):20-31. doi: 10.1109/MCI.2018.2840660. Epub 2018 Jul 20. IEEE Comput Intell Mag. 2018. PMID: 30467458 Free PMC article.

7

Pharmacogenomics-Driven Prediction of Antidepressant Treatment Outcomes: A Machine-Learning Approach With Multi-trial Replication.

Athreya AP, Neavin D, Carrillo-Roa T, Skime M, Biernacka J, Frye MA, Rush AJ, Wang L, Binder EB, Iyer RK, Weinshilboum RM, Bobo WV. Athreya AP, et al. Among authors: iyer rk. Clin Pharmacol Ther. 2019 Oct;106(4):855-865. doi: 10.1002/cpt.1482. Epub 2019 Jun 29. Clin Pharmacol Ther. 2019. PMID: 31012492 Free PMC article.

8

Integration of machine learning and pharmacogenomic biomarkers for predicting response to antidepressant treatment: can computational intelligence be used to augment clinical assessments?

Athreya AP, Iyer R, Wang L, Weinshilboum RM, Bobo WV. Athreya AP, et al. Pharmacogenomics. 2019 Sep;20(14):983-988. doi: 10.2217/pgs-2019-0119. Pharmacogenomics. 2019. PMID: 31559920 No abstract available.

9

Predicting Short-term MCI-to-AD Progression Using Imaging, CSF, Genetic Factors, Cognitive Resilience, and Demographics.

Varatharajah Y, Ramanan VK, Iyer R, Vemuri P; Alzheimer’s Disease Neuroimaging Initiative. Varatharajah Y, et al. Sci Rep. 2019 Feb 19;9(1):2235. doi: 10.1038/s41598-019-38793-3. Sci Rep. 2019. PMID: 30783207 Free PMC article.

10

Predicting cholangiocarcinoma in primary sclerosing cholangitis: using artificial intelligence, clinical and laboratory data.

Hu C, Iyer RK, Juran BD, McCauley BM, Atkinson EJ, Eaton JE, Ali AH, Lazaridis KN. Hu C, et al. Among authors: iyer rk. BMC Gastroenterol. 2023 Apr 19;23(1):129. doi: 10.1186/s12876-023-02759-7. BMC Gastroenterol. 2023. PMID: 37076803 Free PMC article.

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