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Browsing by Author "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 ...
Chronic wound multiscale evaluation: from the molecular mechanisms to an objective clinical follow-up

Cullell i Dalmau, Marta (Universitat de Vic - Universitat Central de Catalunya, 22-05-2023)

Les ulceres cròniques es caracteritzen per la seva incapacitat de cicatritzar en un període establert de temps. Tot i que els avenços clínics han millorat recentment, encara manquen eines per realitzar un seguiment acurat ...
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, ...
Visca la resolució! Visualizant estructures cel·lulars a escala nanomètrica

Manzo, Carlo (Universitat de Vic - Universitat Central de Catalunya, 2018)

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