Research

Active Projects I. AI-Enabled Imaging for Rapid Pathogen Detection

Rapid and Data-Efficient Classification of Salmonella Serovars Using Augmentation and Deep Learning on Hyperspectral Microscope Images

Aarham Wasit, MeiLi Papa, and Jiyoon Yi
In collaboration with USDA-ARS Quality and Safety Assessment; Supported by the USDA-ARS
To be presented at IAFP 2024
 

Detection of Viable but Non-Culturable E. coli Induced by Low-Level Antimicrobials Using AI-Enabled Hyperspectral Microscopy​

MeiLi Papa, Aarham Wasit, Justin Pecora, and Jiyoon Yi
In collaboration with MSU FSHN; Supported by the MSU Research Foundation
To be presented at ASABE 2024
 

AI-Enabled Imaging for Pathogen Detection Under Stress Conditions: A Systematic Review

MeiLi Papa, Gillian Kuehnle, and Jiyoon Yi
In collaboration with MSU Communications; Supported by the MSU Research Foundation
Registered at PROSPERO
 

Active Projects II. Generative AI for Advanced Cell Imaging

Time-Series Prediction of Pathogen Survival Using Soil Microbiome Data

Mateja Milicevic and Jiyoon Yi
In collaboration with MSU FSHN

 

Active Projects III. Genomic and Microbiome Data Modeling

Genomic and Phenotypic Predictive Modeling of Recurring E. coli Strains
Mateja Milicevic and Jiyoon Yi
In collaboration with MSU FSHN, MMG, and USDA-ARS Produce Safety and Microbiology; Supported by the Center for Produce Safety
 

AI Applications in Cell Quality Assessment for Cultivated Meat Production

Sania Sinha and Jiyoon Yi
In collaboration with MSU ANS

 

Publications

 

Google Scholar

ORCID

GitHub

Michigan State University
  • Spartans Will.
  • © Michigan State University

MSU is an affirmative-action, equal-opportunity employer, committed to achieving excellence through a diverse workforce and inclusive culture that encourages all people to reach their full potential.

Michigan State University Extension programs and materials are open to all without regard to race, color, national origin, gender, gender identity, religion, age, height, weight, disability, political beliefs, sexual orientation, marital status, family status or veteran status. Issued in furtherance of MSU Extension work, acts of May 8 and June 30, 1914, in cooperation with the U.S. Department of Agriculture. Quentin Tyler, Director, MSU Extension, East Lansing, MI 48824. This information is for educational purposes only. Reference to commercial products or trade names does not imply endorsement by MSU Extension or bias against those not mentioned.

The 4-H Name and Emblem have special protections from Congress, protected by code 18 USC 707.

We comply with the Federal Trade Commission 1998 Children’s Online Privacy Protection Act (COPPA).