Analysis on the characterization of multiphoton microscopy images for malignant neoplastic colon lesion detection under deep learning methods

• Main Authors: Elena Terradillos (Author), Cristina L Saratxaga (Author), Sara Mattana (Author), Riccardo Cicchi (Author), Francesco S Pavone (Author), Nagore Andraka (Author), Benjamin J Glover (Author), Nagore Arbide (Author), Jacques Velasco (Author), Mª Carmen Etxezarraga (Author), Artzai Picon (Author)
• Format: Book
• Published: Elsevier, 2021-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

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 rate of 90% when diagnosed at a localized stage. Colonoscopy is the gold standard...