Author

Kavya Singh

Banasthali UniversityORCID 0000-0002-6752-8956Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Navjeet KauriD· 2 shared Anil Kumar Koundal· 1 shared Ashish Anand PrabhuiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 2 mutual co-author links

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2 shared papersBioengineering

Navjeet KaurORCID

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2 papers

Recent·Most cited

BioengineeringCurrent Artificial IntelligencePeer-reviewedFeb 26, 2025

Local Mean Gradient Pattern (LMGP): A novel approach made for the classification of brain CT scan images

Kavya Singh, Anil Kumar Koundal, Navjeet Kaur

The paper introduces LMGP, a feature extraction method for classifying brain CT scans into normal, ischemic, or hemorrhage categories, achieving high accuracy with RBF-SVM.

DOI 10.2174/0129503752322204241127104725

humanimaging

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BioinformaticsbioRxivPreprintAug 6, 2024

Machine learning, molecular docking and simulation studies reveal Lomitapide, Lodipamide, Zafirlukast, Netupitant and Salmon Calcitonin as potent drug molecules against Chagas disease

Kavya Singh, Navjeet Kaur, Ashish Anand Prabhu

The paper uses machine learning, molecular docking, and simulation to identify five drugs as potential inhibitors of cruzain for Chagas disease treatment.

DOI 10.1101/2024.08.06.606752

machine learning (classical)drug response / drug discovery

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