Aswathi Soni

Hyperspectral imaging and deep learning for quantification of Clostridium sporogenes spores in food products using 1D- convolutional neural networks and random forest model

Aswathi Soni, Mahmoud Al-Sarayreh, Marlon M. Reis et al. · Food Research International · 2021 · 50 citations

Convolutional Neural Network, Image Classification, Image Analysis +10

Impact of temperature, nutrients, pH and cold storage on the germination, growth and resistance of Bacillus cereus spores in egg white

Aswathi Soni, Indrawati Oey, Patrick Silcock et al. · Food Research International · 2018 · 34 citations

Microbial Contamination, Extremophile, Bacillus Cereus Spores +5

The potential new microbial hazard monitoring tool in food safety: Integration of metabolomics and artificial intelligence

Ying Feng, Aswathi Soni, Gale Brightwell et al. · Trends in Food Science & Technology · 2024 · 21 citations

Artificial Intelligence, Microbial Hazard, Food Microbiology +9

Effect of pulsed electric field with moderate heat (80°C) on inactivation, thermal resistance and differential gene expression in<i>B. cereus</i>spores

Aswathi Soni, Indrawati Oey, Patrick Silcock et al. · Journal of Food Processing and Preservation · 2020 · 18 citations

Pathogen Detection, Bacteriology, Bacillus Cereus Spores +16

Differential gene expression for investigation of the effect of germinants and heat activation to induce germination in Bacillus cereus spores

Aswathi Soni, Indrawati Oey, Patrick Silcock et al. · Food Research International · 2018 · 13 citations

Biology, Genetics, Bacteriology +8