Author

Divya G. Venkat

University of Michigan

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Systems Biology· 1

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Research Focus:drug response / drug discovery· 1 Approach:statistical model· 1

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Mehwish KhaliqiD· 1 shared Mohammad Fallahi‐SichaniiD· 1 shared Mohan ManikkamiD· 1 shared Natacha Comandante-LouiD· 1 shared

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2020-2020 · peak 1/yr

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Mehwish KhaliqORCID

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Systems BiologyPLoS Computational BiologyPeer-reviewedFeb 21, 2020

Phenotype-Based Probabilistic Analysis of Heterogeneous Responses to Cancer Drugs and Their Combination Efficacy

Natacha Comandante-Lou, Mehwish Khaliq, Divya G. Venkat…·Mohammad Fallahi‐Sichani

This paper introduces probabilistic phenotype metrics to assess drug efficacy and combination effectiveness by analyzing single-cell responses, showing they reduce bias and improve sensitivity to heterogeneity.

16 citations

statistical modeldrug response / drug discovery

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