BackBrowsing OpenAire by Author "Cicchi, Riccardo"
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Analysis on the Characterization of Multiphoton Microscopy Images for Malignant Neoplastic Colon Lesion Detection under Deep Learning Methods
Terradillos Fernández, Elena; López Saratxaga, Cristina; Mattana, Sara; Cicchi, Riccardo; Pavone, Francesco S.; Andraka Rueda, Nagore; Glover, Benjamin J.; Arbide del Río, Nagore; Velasco Arteche, Jacques; Etxezarraga Zuluaga, María Carmen; Picón Ruiz, Artzai
(Wolters Kluwer, 2021-06-21)
Background: Colorectal cancer has a high incidence rate worldwide, with over 1.8 million new cases and 880,792 deaths in 2018. Fortunately, its early detection significantly increases the survival rate, reaching a cure ... -
Autofluorescence Image Reconstruction and Virtual Staining for In-Vivo Optical Biopsying
Picón Ruiz, Artzai; Medela Ayarzaguena, Alfonso; Sánchez Peralta, Luisa F.; Cicchi, Riccardo; Bilbao, Roberto; Alfieri, Domenico; ; Glover, Ben; López Saratxaga, Cristina (IEEE-Institute of Electrical and Electronics Engineers, 2021-02-22)
Modern photonic technologies are emerging, allowing the acquisition of in-vivo endoscopic tissue imaging at a microscopic scale, with characteristics comparable to traditional histological slides, and with a label-free ... -
Novel Pixelwise Co-Registered Hematoxylin-Eosin and Multiphoton Microscopy Image Dataset for Human Colon Lesion Diagnosis
Picón Ruiz, Artzai; Terradillos Fernández, Elena; Sánchez Peralta, Luisa F.; Mattana, Sara; Cicchi, Riccardo; Blover, Benjamin J.; Arbide del Río, Nagore; Velasco Arteche, Jacques; Etxezarraga Zuluaga, María Carmen; Pavone, Francesco S.; Garrote Contreras, Estíbaliz; López Saratxaga, Cristina (Elsevier, 2022-02-07)
Colorectal cancer presents one of the most elevated incidences of cancer worldwide. Colonoscopy relies on histopathology analysis of hematoxylin-eosin (H&E) images of the removed tissue. Novel techniques such as multi-photon ...