Relevant and Non-Redundant Feature Selection for Cancer Classification and Subtype Detection

by Pratip Rana, Phuc Thai, Thang Dinh, Preetam Ghosh
Published 2021-08-01

Benchmarking the communication fidelity of biomolecular signaling cascades featuring pseudo-one-dimensional transport

by Pratip Rana, Kevin R. Pilkiewicz, Michael L. Mayo, Preetam Ghosh
Published 2018-05-01

A game-theoretic approach to deciphering the dynamics of amyloid-β aggregation along competing pathways

by Preetam Ghosh, Pratip Rana, Vijayaraghavan Rangachari, Jhinuk Saha, Edward Steen, Ashwin Vaidya
Published 2020-04-01

Capacity estimates of additive inverse Gaussian molecular channels with relay characteristics

by Pratip Rana, Preetam Ghosh, Kevin R. Pilkiewicz, Edward J Perkins, Chris Warner, Michael Mayo
Published 2016-12-01

Determining causal miRNAs and their signaling cascade in diseases using an influence diffusion model

by Joseph J. Nalluri, Pratip Rana, Debmalya Barh, Vasco Azevedo, Thang N. Dinh, Vladimir Vladimirov, Preetam Ghosh
Published 2017-08-01

Performance Comparison of Deep Learning Autoencoders for Cancer Subtype Detection Using Multi-Omics Data

by Edian F. Franco, Pratip Rana, Aline Cruz, Víctor V. Calderón, Vasco Azevedo, Rommel T. J. Ramos, Preetam Ghosh
Published 2021-04-01

Evaluation of the Common Molecular Basis in Alzheimer’s and Parkinson’s Diseases

by Pratip Rana, Edian F. Franco, Yug Rao, Khajamoinuddin Syed, Debmalya Barh, Vasco Azevedo, Rommel T. J. Ramos, Preetam Ghosh
Published 2019-07-01

Co-Expression Networks for Causal Gene Identification Based on RNA-Seq Data of <i>Corynebacterium pseudotuberculosis</i>

by Edian F. Franco, Pratip Rana, Ana Lidia Queiroz Cavalcante, Artur Luiz da Silva, Anne Cybelle Pinto Gomide, Adriana R. Carneiro Folador, Vasco Azevedo, Preetam Ghosh, Rommel T. J. Ramos
Published 2020-07-01