Author

Tole Sutikno

Universitas Ahmad DahlanORCID 0000-0002-1595-2915Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Mohd Farhan Md FudzeeiD· 1 shared rohayanti binti hassaniD· 1 shared Seah Choon Sen· 1 shared Shahliza Abd HalimiD· 1 shared Shahreen binti KasimiD· 1 shared Tay Xin HuiiD· 1 shared

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2021-2021 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Mohd Farhan Md FudzeeORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintNov 5, 2021

An Entropy-based Directed Random Walk for Pathway Activity Inference Using Topological Importance and Gene Interactions

Tay Xin Hui, Tole Sutikno, Shahreen binti Kasim…·Seah Choon Sen

This paper introduces an entropy-based directed random walk method to improve pathway activity inference by incorporating gene interactions and topological importance, showing better sensitivity and accuracy in cancer classification.

DOI 10.1101/2021.11.05.467449

bulk RNA-seqstatistical model

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