Accelerated search for biomolecular network models to interpret high-throughput experimental data

por Datta, Suman, Sokhansanj, Bahrad A
Publicado 2007

Mapping Data to Deep Understanding: Making the Most of the Deluge of SARS-CoV-2 Genome Sequences

por Sokhansanj, Bahrad A., Rosen, Gail L.
Publicado 2022

Predicting COVID-19 disease severity from SARS-CoV-2 spike protein sequence by mixed effects machine learning

por Sokhansanj, Bahrad A., Rosen, Gail L.
Publicado 2022

Interpretable and Predictive Deep Neural Network Modeling of the SARS-CoV-2 Spike Protein Sequence to Predict COVID-19 Disease Severity

por Sokhansanj, Bahrad A., Zhao, Zhengqiao, Rosen, Gail L.
Publicado 2022

Metagenome Fragment Classification Using N-Mer Frequency Profiles

por Rosen, Gail, Garbarine, Elaine, Caseiro, Diamantino, Polikar, Robi, Sokhansanj, Bahrad
Publicado 2008

Complet+: a computationally scalable method to improve completeness of large-scale protein sequence clustering

por Nguyen, Rachel, Sokhansanj, Bahrad A., Polikar, Robi, Rosen, Gail L.
Publicado 2023

Amino Acid k-mer Feature Extraction for Quantitative Antimicrobial Resistance (AMR) Prediction by Machine Learning and Model Interpretation for Biological Insights

por ValizadehAslani, Taha, Zhao, Zhengqiao, Sokhansanj, Bahrad A., Rosen, Gail L.
Publicado 2020

Linear fuzzy gene network models obtained from microarray data by exhaustive search

por Sokhansanj, Bahrad A, Fitch, J Patrick, Quong, Judy N, Quong, Andrew A
Publicado 2004

Genetic grouping of SARS-CoV-2 coronavirus sequences using informative subtype markers for pandemic spread visualization

por Zhao, Zhengqiao, Sokhansanj, Bahrad A., Malhotra, Charvi, Zheng, Kitty, Rosen, Gail L.
Publicado 2020

Discovering the Unknown: Improving Detection of Novel Species and Genera from Short Reads

por Rosen, Gail L., Polikar, Robi, Caseiro, Diamantino A., Essinger, Steven D., Sokhansanj, Bahrad A.
Publicado 2011

Learning, visualizing and exploring 16S rRNA structure using an attention-based deep neural network

por Zhao, Zhengqiao, Woloszynek, Stephen, Agbavor, Felix, Mell, Joshua Chang, Sokhansanj, Bahrad A., Rosen, Gail L.
Publicado 2021

Signal Processing for Metagenomics: Extracting Information from the Soup

por Rosen, Gail L., Sokhansanj, Bahrad A., Polikar, Robi, Bruns, Mary Ann, Russell, Jacob, Garbarine, Elaine, Essinger, Steve, Yok, Non
Publicado 2009