Satoko Hiura

Prediction of population behavior of Listeria monocytogenes in food using machine learning and a microbial growth and survival database

Satoko Hiura, Shige Koseki, Kento Koyama · Scientific Reports · 2021 · 58 citations · Full text

Bayesian Generalized Linear Model for Simulating Bacterial Inactivation/Growth Considering Variability and Uncertainty

Satoko Hiura, Hiroki Abe, Kento Koyama et al. · Frontiers in Microbiology · 2021 · 22 citations · Full text

Is skipping the definition of primary and secondary models possible? Prediction of Escherichia coli O157 growth by machine learning

Kento Koyama, Kyosuke Kubo, Satoko Hiura et al. · Journal of Microbiological Methods · 2021 · 17 citations · Full text

Engineering, Machine Learning, Data Science +11

Transforming kinetic model into a stochastic inactivation model: Statistical evaluation of stochastic inactivation of individual cells in a bacterial population

Satoko Hiura, Hiroki Abe, Kento Koyama et al. · Food Microbiology · 2020 · 15 citations

Kinetic Model, Biological Model, Microbiology +5

Alternative Procedure to Improve the Positioning Accuracy of Orthomosaic Images Acquired with Agisoft Metashape and DJI P4 Multispectral for Crop Growth Observation

Toshihiro Sakamoto, Daisuke Ogawa, Satoko Hiura et al. · Photogrammetric Engineering & Remote Sensing · 2022 · 12 citations · Full text

Precision Agriculture, Environmental Monitoring, Vegetation Indices +19