Author

Samayita Guha

Florida International UniversityORCID 0000-0002-0600-813XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Cancer Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Alkiviadis Mertzios· 1 shared Angela M. BelcheriD· 1 shared Georgia PerakisiD· 1 shared Matea Gjika· 1 shared Neelkanth Manoj BardhaniD· 1 shared Subodha KumariD· 1 shared Xidan Xu· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperCancer Biology

Alkiviadis Mertzios

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1 paper

Recent·Most cited

Cancer BiologybioRxivPreprintOct 8, 2024

Optimal Prescriptive Treatments for Ovarian Cancer with Genetic Data

Alkiviadis Mertzios, Matea Gjika, Xidan Xu…·Georgia Perakis

This paper develops ML models that use genetic data to prescribe optimal treatments for ovarian cancer, showing improved accuracy and different treatment choices when genetic features are included.

DOI 10.1101/2024.10.08.617334

humanwhole-genome sequencing

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