Author

M. A. Rosenberg

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Pharmacology & Toxicology· 2

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 2 Organism:human· 2 Research Focus:benchmarking· 1 Assay:clinical cohort / trial· 1 Approach:deep learning· 1 Assay:electronic health records· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

A. E. Levy· 2 shared C. Newton-Cheh· 2 shared K. Tarakji· 2 shared M. Biswas· 2 shared M. Chung· 2 shared P. A. Noseworthy· 2 shared R. Weber· 2 shared

Activity by Year

2019-2019 · peak 2/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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2 shared papersPharmacology & Toxicology

A. E. Levy

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2 papers

Recent·Most cited

Multicenter Analysis of Dosing Protocols for Sotalol Initiation

M. Biswas, A. E. Levy, R. Weber, K. Tarakji, M. Chung, P. A. Noseworthy, C. Newton-Cheh, M. A. Rosenberg

This study analyzes dosing protocols for sotalol initiation in 213 patients, finding that dose adjustment predicts successful initiation, with several clinical factors associated with the need for adjustment.

bioRxiv · Jan 29, 2019Pharmacology & Toxicology

Applications of Machine Learning in Decision Analysis for Dose Management for Dofetilide

A. E. Levy, M. Biswas, R. Weber, K. Tarakji, M. Chung, P. A. Noseworthy, C. Newton-Cheh, M. A. Rosenberg

This study uses machine learning to analyze dose adjustment decisions for dofetilide, finding that reinforcement learning identifies patient characteristics and dosing decisions that minimize discharge failure.

bioRxiv · Jan 27, 2019Pharmacology & Toxicology