Deep learning and capsule endoscopy: automatic identification and differentiation of small bowel lesions with distinct haemorrhagic potential using a convolutional neural network

• Guilherme Macedo,
• Miguel José Mascarenhas Saraiva,
• João Afonso,
• Tiago Ribeiro,
• João Ferreira,
• Helder Cardoso,
• Ana Patricia Andrade,
• Marco Parente,
• Renato Natal,
• Miguel Mascarenhas Saraiva

Affiliations

Guilherme Macedo

Department of Gastroenterology, Hospital São João, Porto, Portugal

Miguel José Mascarenhas Saraiva

Department of Gastroenterology, Hospital São João, Porto, Portugal

João Afonso

Department of Gastroenterology, Hospital São João, Porto, Portugal

Tiago Ribeiro

Department of Gastroenterology, Hospital São João, Porto, Portugal

João Ferreira

Department of Mechanical Engineering, Faculty of Engineering of the University of Porto, Porto, Portugal

Helder Cardoso

Department of Gastroenterology, Hospital São João, Porto, Portugal

Ana Patricia Andrade

Department of Gastroenterology, Hospital São João, Porto, Portugal

Marco Parente

Department of Mechanical Engineering, Faculty of Engineering of the University of Porto, Porto, Portugal

Renato Natal

Department of Mechanical Engineering, Faculty of Engineering of the University of Porto, Porto, Portugal

Miguel Mascarenhas Saraiva

Endoscopy and Digestive Motility Laboratory, ManopH, Porto, Portugal