Author

Aman Kumar Srivastava

Indraprastha Institute of Information Technology DelhiORCID 0000-0001-6595-6706Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Organism:human· 2 Assay:scRNA-seq· 2 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Akanksha AroraiD· 2 shared Akanksha Jarwal· 2 shared Anjali DhalliD· 2 shared Gajendra P. S. RaghavaiD· 2 shared Sumeet PatiyaliD· 2 shared

Activity by Year

2023-2024 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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2 shared papersBioinformatics

Akanksha AroraORCID

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2 papers

Recent·Most cited

BioinformaticsFrontiers in Molecular BiosciencesPeer-reviewedMay 30, 2024

A Deep Learning method for classification of HNSCC and HPV patients using single-cell transcriptomics

Akanksha Jarwal, Anjali Dhall, Akanksha Arora…·Gajendra P. S. Raghava

This paper develops a deep learning model using single-cell transcriptomics to classify HNSCC and distinguish HPV+ from HPV- patients, achieving high AUROC scores on a validation dataset.

6 citations

humanscRNA-seq

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BioinformaticsbioRxivPreprintJul 7, 2023

Prediction of Alzheimer's Disease from Single Cell Transcriptomics Using Deep Learning

Aman Kumar Srivastava, Anjali Dhall, Sumeet Patiyal…·Gajendra P. S. Raghava

This study develops a deep learning model to predict Alzheimer's disease using single-cell transcriptomics data, achieving an AUC of 0.75-0.84 on validation datasets.

4 citations

humanscRNA-seq

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