Search Results - "Loddo, Andrea"

Recent Advances of Malaria Parasites Detection Systems Based on Mathematical Morphology by Loddo, Andrea, Di Ruberto, Cecilia, Kocher, Michel

“…Malaria is an epidemic health disease and a rapid, accurate diagnosis is necessary for proper intervention. Generally, pathologists visually examine blood…”
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On the Reliability of CNNs in Clinical Practice: A Computer-Aided Diagnosis System Case Study by Loddo, Andrea, Putzu, Lorenzo

“…Leukocytes classification is essential to assess their number and status since they are the body’s first defence against infection and disease. Automation of…”
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Cryptocurrency Scams: Analysis and Perspectives by Bartoletti, Massimo, Lande, Stefano, Loddo, Andrea, Pompianu, Livio, Serusi, Sergio

“…Since the inception of Bitcoin in 2009, the market of cryptocurrencies has grown beyond the initial expectations, as witnessed by the thousands of tokenised…”
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On the Effectiveness of Leukocytes Classification Methods in a Real Application Scenario by Loddo, Andrea, Putzu, Lorenzo

“…Automating the analysis of digital microscopic images to identify the cell sub-types or the presence of illness has assumed a great importance since it aids…”
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Deep Learning for COVID-19 Diagnosis from CT Images by Loddo, Andrea, Pili, Fabio, Di Ruberto, Cecilia

“…COVID-19, an infectious coronavirus disease, caused a pandemic with countless deaths. From the outset, clinical institutes have explored computed tomography as…”
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Blob Detection and Deep Learning for Leukemic Blood Image Analysis by Di Ruberto, Cecilia, Loddo, Andrea, Puglisi, Giovanni

“…In microscopy, laboratory tests make use of cell counters or flow cytometers to perform tests on blood cells, like the complete blood count, rapidly. However,…”
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On the Efficacy of Handcrafted and Deep Features for Seed Image Classification by Loddo, Andrea, Di Ruberto, Cecilia

“…Computer vision techniques have become important in agriculture and plant sciences due to their wide variety of applications. In particular, the analysis of…”
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An Empirical Evaluation of Convolutional Networks for Malaria Diagnosis by Loddo, Andrea, Fadda, Corrado, Di Ruberto, Cecilia

“…Malaria is a globally widespread disease caused by parasitic protozoa transmitted to humans by infected female mosquitoes of Anopheles. It is caused in humans…”
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Using Artificial Intelligence for COVID-19 Detection in Blood Exams: A Comparative Analysis by Loddo, Andrea, Meloni, Giacomo, Pes, Barbara

“…COVID-19 is an infectious disease that was declared a pandemic by the World Health Organization (WHO) in early March 2020. Since its early development, it has…”
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Gastric Cancer Image Classification: A Comparative Analysis and Feature Fusion Strategies by Loddo, Andrea, Usai, Marco, Di Ruberto, Cecilia

“…Gastric cancer is the fifth most common and fourth deadliest cancer worldwide, with a bleak 5-year survival rate of about 20%. Despite significant research…”
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YOLO-PAM: Parasite-Attention-Based Model for Efficient Malaria Detection by Zedda, Luca, Loddo, Andrea, Di Ruberto, Cecilia

“…Malaria is a potentially fatal infectious disease caused by the parasite. The mortality rate can be significantly reduced if the condition is diagnosed and…”
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Automatic Monitoring Cheese Ripeness Using Computer Vision and Artificial Intelligence by Loddo, Andrea, Di Ruberto, Cecilia, Armano, Giuliano, Manconi, Andrea

“…Ripening is a very important process that contributes to cheese quality, as its characteristics are determined by the biochemical changes that occur during…”
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Special Issue on Image Processing Techniques for Biomedical Applications by Di Ruberto, Cecilia, Loddo, Andrea, Putzu, Lorenzo

“…In recent years, there has been growing interest in creating powerful biomedical image processing tools to assist medical specialists [...]…”
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On The Potential of Image Moments for Medical Diagnosis by Di Ruberto, Cecilia, Loddo, Andrea, Putzu, Lorenzo

“…Medical imaging is widely used for diagnosis and postoperative or post-therapy monitoring. The ever-increasing number of images produced has encouraged the…”
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An Anomaly Detection Approach to Determine Optimal Cutting Time in Cheese Formation by Loddo, Andrea, Ghiani, Davide, Perniciano, Alessandra, Zedda, Luca, Pes, Barbara, Di Ruberto, Cecilia

“…The production of cheese, a beloved culinary delight worldwide, faces challenges in maintaining consistent product quality and operational efficiency. One…”
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A novel deep learning based approach for seed image classification and retrieval by Loddo, Andrea, Loddo, Mauro, Di Ruberto, Cecilia

“…•We studied the classification performances of ten different CNN architectures.•We studied and developed a new CNN model, SeedNet, for the classification and…”
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Deep learning based pipelines for Alzheimer's disease diagnosis: A comparative study and a novel deep-ensemble method by Loddo, Andrea, Buttau, Sara, Di Ruberto, Cecilia

“…Alzheimer's disease is a chronic neurodegenerative disease that destroys brain cells, causing irreversible degeneration of cognitive functions and dementia…”
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Detection of red and white blood cells from microscopic blood images using a region proposal approach by Di Ruberto, Cecilia, Loddo, Andrea, Putzu, Lorenzo

“…In this paper, we propose a novel and efficient method for detecting and quantifying red and white blood cells from microscopic blood images. Laboratory tests…”
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A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites by Zedda, Luca, Loddo, Andrea, Di Ruberto, Cecilia

“…Malaria is a severe infectious disease caused by the Plasmodium parasite. The early and accurate detection of this disease is crucial to reducing the number of…”
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Detecting coagulation time in cheese making by means of computer vision and machine learning techniques by Loddo, Andrea, Di Ruberto, Cecilia, Armano, Giuliano, Manconi, Andrea

“…Cheese production, a globally cherished culinary tradition, faces challenges in ensuring consistent product quality and production efficiency. The critical…”
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