Search Results for author: Vikram Singh

Found 9 papers, 0 papers with code

Inferring interaction networks from transcriptomic data: methods and applications

no code implementations12 Dec 2023 Vikram Singh

Transcriptomic data is a treasure-trove in modern molecular biology, as it offers a comprehensive viewpoint into the intricate nuances of gene expression dynamics underlying biological systems.

Higher order organizational features can distinguish protein interaction networks of disease classes: a case study of neoplasms and neurological diseases

no code implementations26 Dec 2022 Vikram Singh

56 non-redundant OUPs (nrOUPs) were derived and used as network features for classification between these two disease classes.

Specificity

Emergent dynamics in an astrocyte-neuronal network coupled via nitric oxide

no code implementations14 Mar 2022 Bhanu Sharma, Spandan Kumar, Subhendu Ghosh, Vikram Singh

The "glissandi" effect is one such phenomenon, associated with a decrease in infraslow fluctuations, in which synchronized calcium oscillations propagate as a wave in hundreds of astrocytes.

DeepAutoPIN: An automorphism orbits based deep neural network for characterizing the organizational diversity of protein interactomes across the tree of life

no code implementations2 Mar 2022 Vikram Singh

Integrating the information related to protein families, domains, subcellular location, gene ontology, and pathways, our results indicate that wiring patterns of PINs in different phyla are not randomly generated rather they are shaped by evolutionary constraints imposed on them.

Neuromodulators in food ingredients: insights from network pharmacological evaluation of Ayurvedic herbs

no code implementations22 Aug 2021 Neha Choudhary, Vikram Singh

The global burden of neurological diseases, the second leading cause of death after heart dis-eases constitutes one of the major challenges of modern medicine.

Drug Discovery Management

WDN: A Wide and Deep Network to Divide-and-Conquer Image Super-resolution

no code implementations7 Oct 2020 Vikram Singh, Anurag Mittal

In this work, we propose an approach to divide the problem of image super-resolution into multiple sub-problems and then solve/conquer them with the help of a neural network.

Image Super-Resolution

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