Publications by authors named "Mahalingam Ramkumar"

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Bayesian-Guided Generation of Synthetic Microbiomes with Minimized Pathogenicity.
Nisha Pillai, Bindu Nanduri, Michael J Rothrock, Zhiqian Chen, Mahalingam Ramkumar

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Leveraging Graph Neural Networks for MIC Prediction in Antimicrobial Resistance Studies.
Zonghan Zhang, Ramyasri Veerapaneni, Moses Ayoola, Athish Ram Das, Zhiqian Chen, Mahalingam Ramkumar

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Exploring Pathogen Presence Prediction in Pastured Poultry Farms through Transformer-Based Models and Attention Mechanism Explainability.
Athish Ram Das, Nisha Pillai, Bindu Nanduri, Michael J Rothrock, Mahalingam Ramkumar

Microorganisms· June 2024

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Predicting MIC and Deciphering Genomic Determinants of Antibiotic Resistance and Susceptibility.
Moses B Ayoola, Athish Ram Das, B Santhana Krishnan, David R Smith, Bindu Nanduri, Mahalingam Ramkumar

Microorganisms· January 2024

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Predicting foodborne pathogens and probiotics taxa within poultry-related microbiomes using a machine learning approach.
Moses B Ayoola, Nisha Pillai, Bindu Nanduri, Michael J Rothrock, Mahalingam Ramkumar

Anim Microbiome· November 2023

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An ensemble learning approach to identify pastured poultry farm practice variables and soil constituents that promote prevalence.
Nisha Pillai, Moses B Ayoola, Bindu Nanduri, Michael J Rothrock, Mahalingam Ramkumar

Heliyon· November 2022

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Artificial Intelligence Models for Zoonotic Pathogens: A Survey.
Nisha Pillai, Mahalingam Ramkumar, Bindu Nanduri

Microorganisms· September 2022

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Preharvest Environmental and Management Drivers of Multidrug Resistance in Major Bacterial Zoonotic Pathogens in Pastured Poultry Flocks.
Moses B Ayoola, Nisha Pillai, Bindu Nanduri, Michael J Rothrock, Mahalingam Ramkumar

Microorganisms· August 2022

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Quantitative analysis of Streptococcus pneumoniae TIGR4 response to in vitro iron restriction by 2-D LC ESI MS/MS.
Bindu Nanduri, Pratik Shah, Mahalingam Ramkumar, Edward B Allen, Edwin Swiatlo

Proteomics· May 2008

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Effects of subminimum inhibitory concentrations of antibiotics on the Pasteurella multocida proteome.
Bindu Nanduri, Mark L Lawrence, Carolyn R Boyle, Mahalingam Ramkumar, Shane C Burgess

J Proteome Res· March 2006

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