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Your search keyword '"Tholkage, Sudaraka"' showing total 8 results
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8 results on '"Tholkage, Sudaraka"'

3. Personalized treatment selection using observational data.

Author

Kulasekera, K. B., Tholkage, Sudaraka, and Kong, Maiying

Subjects
*STATINS (Cardiovascular agents), *COGNITIVE ability
Abstract

Estimating the optimal treatment regime based on individual patient characteristics has been a topic of discussion in many forums. Advanced computational power has added momentum to this discussion over the last two decades and practitioners have been advocating the use of new methods in determining the best treatment. Treatments that are geared toward the 'best' outcome for a patient based on his/her genetic markers and characteristics are of high importance. In this article, we develop an approach to predict the optimal personalized treatment based on observational data. We have used inverse probability of treatment weighted machine learning methods to obtain score functions to predict the optimal treatment. Extensive simulation studies showed that our proposed method has desirable performance in selecting the optimal treatment. We provided a case study to examine the Statin use on cognitive function to illustrate the use of our proposed method. [ABSTRACT FROM AUTHOR]

Published
2023
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6. sj-docx-1-cmg-10.1177_26317745221136775 – Supplemental material for Serrated polyp detection rate in colonoscopies performed by gastrointestinal fellows

Author

Heckroth, Matthew, Eiswerth, Michael, Elmasry, Mohamed, Gala, Khushboo, Cai, Wenjing, Diamond, Scott, Shine, Amal, Liu, David, Liu, Nanlong, Tholkage, Sudaraka, Kong, Maiying, and Parajuli, Dipendra

Subjects
FOS: Clinical medicine, 110306 Endocrinology
Abstract

Supplemental material, sj-docx-1-cmg-10.1177_26317745221136775 for Serrated polyp detection rate in colonoscopies performed by gastrointestinal fellows by Matthew Heckroth, Michael Eiswerth, Mohamed Elmasry, Khushboo Gala, Wenjing Cai, Scott Diamond, Amal Shine, David Liu, Nanlong Liu, Sudaraka Tholkage, Maiying Kong and Dipendra Parajuli in Therapeutic Advances in Gastrointestinal Endoscopy

Published
2022
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