A5040768947- Image Processing Techniques and Applications
- Cell Image Analysis Techniques
- Bacterial Identification and Susceptibility Testing
- Translation Studies and Practices
- Linguistics, Language Diversity, and Identity
- Image Processing and 3D Reconstruction
- Linguistic Studies and Language Acquisition
- Spectroscopy Techniques in Biomedical and Chemical Research
- Data Visualization and Analytics
- 3D Surveying and Cultural Heritage
- Simulation Techniques and Applications
- Maritime and Coastal Archaeology
- Educational and Social Studies
- Complex Systems and Decision Making
- Diabetic Foot Ulcer Assessment and Management
- Phenomenology and Existential Philosophy
- Nietzsche, Schopenhauer, and Hegel
- Human Mobility and Location-Based Analysis
- Philosophy and Historical Thought
- Time Series Analysis and Forecasting
- Advanced Queuing Theory Analysis
University of Brescia
2015-2023
Full Laboratory Automation is revolutionizing work habits in an increasing number of clinical microbiology facilities worldwide, generating huge streams digital images for interpretation. Contextually, deep learning architectures are leading to paradigm shifts the way computers can assist with difficult visual interpretation tasks several domains. At crossroads these epochal trends, we present a system able tackle core task microbiology, namely global diagnostic bacterial culture plates,...
Counting bacterial colonies on microbiological culture plates is a time-consuming, error-prone, nevertheless fundamental task in microbiology. Computer vision based approaches can increase the efficiency and reliability of process, but accurate counting challenging, due to high degree variability agglomerated colonies. In this paper, we propose solution which adopts Convolutional Neural Networks (CNN) for number contained confluent agglomerates, that scored an overall accuracy 92.8% large...