Listar Articles por autor "Manzo, Carlo"

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Bayesian analysis of data from segmented super-resolution images for quantifying protein clustering

Kosuta, Tina; Cullell i Dalmau, Marta; Cella Zanacchi, Francesca; Manzo, Carlo (Royal Society Chemistry, 2019)

Super-resolution imaging techniques have largely improved our capabilities to visualize nanometric structures in biological systems. Their application further permits the quantitation relevant parameters to determine the ...
Convolutional Neural Network for Skin Lesion Classification: Understanding the Fundamentals Through Hands-On Learning

Cullell i Dalmau, Marta; Noé, Sergio; Otero Viñas, Marta; Meic, Ivan; Manzo, Carlo (Frontiers Media, 2021)

Deep learning architectures for the classification of images have shown outstanding results in a variety of disciplines, including dermatology. The expectations generated by deep learning for, e.g., image-based diagnosis ...
Research Techniques Made Simple: Deep Learning for the Classification of Dermatological Images

Cullell i Dalmau, Marta; Otero Viñas, Marta; Manzo, Carlo (Elsevier, 2020)

Deep learning is a branch of artificial intelligence that uses computational networks inspired by the human brain to extract patterns from raw data. Development and application of deep learning methods for image analysis, ...

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