Publications

 

2018

Mattia Savardi, Alessandro Ferrari, Alberto Signoroni, Automatic hemolysis identification on aligned dual-lighting images of cultured blood agar plates, Computer Methods and Programs in Biomedicine, Vol. 156, 2018, pp. 13-24, DOI, PDF (Preprint)

2017

Alessandro Ferrari, Stefano Lombardi and Alberto Signoroni, Bacterial colony counting with Convolutional Neural Networks in Digital Microbiology Imaging, Pattern Recognition, Vol. 61 [link]

 

2016

Simone Arrigoni, Giovanni Turra and Alberto Signoroni, Hyperspectral Image Acquisition and Analysis for the Discrimination of Bacterial Colonies on Blood Agar Plates,  Hyperspectral Imaging & Applications Conference [pdf]

 

2015

Alessandro Ferrari, Stefano Lombardi and Alberto Signoroni, Bacterial Colony Counting by Convolutional Neural Networks37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) [link]

 

Giovanni Turra, Nicola Conti and Alberto Signoroni, Hyperspectral image acquisition and analysis of cultured bacteria for the discrimination of urinary tract infections,  37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) [link]

 

Umberto Minoni, Alberto Signoroni and Giulia Nassini, On the application of optical forward-scattering to bacterial identification in an automated clinical analysis perspective, Biosensors and Bioelectronics, Vol. 68(15) [link]

 

2014

Alessandro Ferrari and Alberto Signoroni, Multistage Classification for Bacterial Colonies Recognition on Solid Agar Images, IEEE International Conference on Imaging Systems and Techniques [link]