Deep learning and capsule endoscopy: automatic identification and differentiation of small bowel lesions with distinct haemorrhagic potential using a convolutional neural network
Mascarenhas Saraiva, Miguel José, Afonso, João, Ribeiro, Tiago, Ferreira, João, Cardoso, Helder, Andrade, Ana Patricia, Parente, Marco, Natal, Renato, Mascarenhas Saraiva, Miguel, Macedo, Guilherme
Published in BMJ open gastroenterology (27.09.2021)
Published in BMJ open gastroenterology (27.09.2021)
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Journal Article
Design of a Convolutional Neural Network as a Deep Learning Tool for the Automatic Classification of Small-Bowel Cleansing in Capsule Endoscopy
Ribeiro, Tiago, Mascarenhas Saraiva, Miguel José, Afonso, João, Cardoso, Pedro, Mendes, Francisco, Martins, Miguel, Andrade, Ana Patrícia, Cardoso, Hélder, Mascarenhas Saraiva, Miguel, Ferreira, João, Macedo, Guilherme
Published in Medicina (Kaunas, Lithuania) (01.04.2023)
Published in Medicina (Kaunas, Lithuania) (01.04.2023)
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Journal Article
AI-Driven Colon Cleansing Evaluation in Capsule Endoscopy: A Deep Learning Approach
Mascarenhas Saraiva, Miguel José, Afonso, João, Ribeiro, Tiago, Cardoso, Pedro, Mendes, Francisco, Martins, Miguel, Andrade, Ana Patrícia, Cardoso, Hélder, Mascarenhas Saraiva, Miguel, Ferreira, João, Macedo, Guilherme
Published in Diagnostics (Basel) (21.11.2023)
Published in Diagnostics (Basel) (21.11.2023)
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Journal Article
Identification of Ulcers and Erosions by the Novel Pillcam™ Crohn’s Capsule Using a Convolutional Neural Network: A Multicentre Pilot Study
Ferreira, João Pedro Sousa, de Mascarenhas Saraiva, Miguel José da Quinta e Costa, Afonso, João Pedro Lima, Ribeiro, Tiago Filipe Carneiro, Cardoso, Hélder Manuel Casal, Ribeiro Andrade, Ana Patrícia, de Mascarenhas Saraiva, Miguel Nuno Gameiro, Parente, Marco Paulo Lages, Natal Jorge, Renato, Lopes, Susana Isabel Oliveira, de Macedo, Guilherme Manuel Gonçalves
Published in Journal of Crohn's and colitis (28.01.2022)
Published in Journal of Crohn's and colitis (28.01.2022)
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Journal Article
Endoscopic submucosal dissection of gastrointestinal lesions on an outpatient basis
Baldaque-Silva, Francisco, Marques, Margarida, Andrade, Ana Patrícia, Sousa, Nuno, Lopes, Joanne, Carneiro, Fatima, Macedo, Guilherme
Published in United European gastroenterology journal (01.03.2019)
Published in United European gastroenterology journal (01.03.2019)
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Journal Article
Diagnostic Performance in Pancreatic Lesions of Different Methods of Endoscopic Ultrasound Fine Needle Aspiration: 266
Lopes, Susana, Antunes, João, Silva, Francisco Baldaque, Andrade, Ana Patricia, Coelho, Rosa, Macedo, Guilherme
Published in The American journal of gastroenterology (01.10.2013)
Published in The American journal of gastroenterology (01.10.2013)
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Journal Article
Endoscopic Ultrasonography-Guided Pancreatic Pseudocysts Drainage: 260
Lopes, Susana, Antunes, João, Andrade, Ana Patricia, Coelho, Rosa, Macedo, Guilherme
Published in The American journal of gastroenterology (01.10.2013)
Published in The American journal of gastroenterology (01.10.2013)
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Journal Article
Pseudolymphomatous nodular lymphoid hyperplasia of small bowel
Morais, Rui Jorge, Nunes, Amadeu C.R, Gullo, Irene, Cardoso, Hélder, Andrade, Ana Patricia, Peixoto, Armando, Rios, Elisabete, Macedo, Guilherme
Published in Clinics and research in hepatology and gastroenterology (01.09.2018)
Published in Clinics and research in hepatology and gastroenterology (01.09.2018)
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Journal Article
AUTOMATIC DETECTION OF MULTIPLE LESIONS IN DEVICE-ASSISTED ENTEROSCOPY USING A CONVOLUTIONAL NEURAL NETWORK – A PILOT STUDY
Afonso, João Pedro Lima, Saraiva, Miguel Mascarenhas, Ribeiro, Tiago, Cardoso, Pedro, Ferreira, João, Andrade, Ana Patrícia, Cardoso, Hélder, Macedo, Guilherme
Published in Journal of Coloproctology (01.12.2022)
Published in Journal of Coloproctology (01.12.2022)
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Conference Proceeding
ARTIFICIAL INTELLIGENCE AND PILLCAM CROHN’S CAPSULE: AUTOMATIC CLASSIFICATION OF COLON PREPARATION USING A CONVOLUTIONAL NEURAL NETWORK – A MULTICENTRIC PILOT STUDY
Afonso, João Pedro Lima, Saraiva, Miguel Mascarenhas, Ribeiro, Tiago, Cardoso, Pedro, Andrade, Ana Patrícia, Ferreira, João, Cardoso, Hélder, Macedo, Guilherme
Published in Journal of Coloproctology (01.12.2022)
Published in Journal of Coloproctology (01.12.2022)
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Conference Proceeding
AUTOMATIC DETECTION OF EROSIONS AND ULCERS IN CROHN'S CAPSULE ENDOSCOPY
CASAL CARDOSO, Hélder Manuel, LAGES PARENTE, Marco Paulo, RIBEIRO ANDRADE, Ana Patricia, SOUSA FERREIRA, João Pedro, NATAL JORGE, Renato Manue, GONCALVES DE MACEDO, Manuel Guilherme, DA QUINTA E COSTA DE MASCARENHAS SARAIVA, Miguel José, LIMA AFONSO, João Pedro
Year of Publication 18.01.2024
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Year of Publication 18.01.2024
Patent
AUTOMATIC DETECTION AND DIFFERENTIATION OF SMALL BOWEL LESIONS IN CAPSULE ENDOSCOPY
CASAL CARDOSO, Hélder Manuel, LAGES PARENTE, Marco Paulo, RIBEIRO ANDRADE, Ana Patricia, SOUSA FERREIRA, João Pedro, GONCALVES DE MACEDO, Manuel Guilherme, DA QUINTA E COSTA DE MASCARENHAS SARAIVA, Miguel José, LIMA AFONSO, João Pedro, NATAL JORGE, Renato Manuel
Year of Publication 11.01.2024
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Year of Publication 11.01.2024
Patent
AUTOMATIC DETECTION OF COLON LESIONS AND BLOOD IN COLON CAPSULE ENDOSCOPY
CASAL CARDOSO, Hélder Manuel, LAGES PARENTE, Marco Paulo, RIBEIRO ANDRADE, Ana Patricia, SOUSA FERREIRA, João Pedro, NATAL JORGE, Renato Manue, GONCALVES DE MACEDO, Manuel Guilherme, DA QUINTA E COSTA DE MASCARENHAS SARAIVA, Miguel José, LIMA AFONSO, João Pedro
Year of Publication 21.12.2023
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Year of Publication 21.12.2023
Patent
AUTOMATIC DETECTION AND DIFFERENTIATION OF SMALL BOWEL LESIONS IN CAPSULE ENDOSCOPY
DA QUINTA E COSTA DE MASCARENHAS SARAIVA, Miguel, CASAL CARDOSO, Hélder Manuel, LAGES PARENTE, Marco Paulo, GONÇALVES DE MACEDO, Manuel Guilherme, RIBEIRO ANDRADE, Ana Patricia, SOUSA FERREIRA, João Pedro, LIMA AFONSO, João Pedro, NATAL JORGE, Renato Manuel
Year of Publication 04.10.2023
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Year of Publication 04.10.2023
Patent
AUTOMATIC DETECTION OF EROSIONS AND ULCERS IN CROHN'S CAPSULE ENDOSCOPY
CASAL CARDOSO, Hélder Manuel, LAGES PARENTE, Marco Paulo, GONÇALVES DE MACEDO, Manuel Guilherme, RIBEIRO ANDRADE, Ana Patricia, SOUSA FERREIRA, João Pedro, DA QUINTA E COSTA DE MASCARENHAS SARAIVA, Miguel José, LIMA AFONSO, João Pedro, NATAL JORGE, Renato Manuel
Year of Publication 21.07.2022
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Year of Publication 21.07.2022
Patent
AUTOMATIC DETECTION OF COLON LESIONS AND BLOOD IN COLON CAPSULE ENDOSCOPY
CASAL CARDOSO, Hélder Manuel, LAGES PARENTE, Marco Paulo, GONÇALVES DE MACEDO, Manuel Guilherme, RIBEIRO ANDRADE, Ana Patricia, SOUSA FERREIRA, João Pedro, DA QUINTA E COSTA DE MASCARENHAS SARAIVA, Miguel José, LIMA AFONSO, João Pedro, NATAL JORGE, Renato Manuel
Year of Publication 21.07.2022
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Year of Publication 21.07.2022
Patent
AUTOMATIC DETECTION OF COLON LESIONS AND BLOOD IN COLON CAPSULE ENDOSCOPY
CASAL CARDOSO, Hélder Manuel, LAGES PARENTE, Marco Paulo, GONÇALVES DE MACEDO, Manuel Guilherme, RIBEIRO ANDRADE, Ana Patricia, SOUSA FERREIRA, João Pedro, DA QUINTA E COSTA DE MASCARENHAS SARAIVA, Miguel José, LIMA AFONSO, João Pedro, NATAL JORGE, Renato Manuel
Year of Publication 27.05.2022
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Year of Publication 27.05.2022
Patent
AUTOMATIC DETECTION AND DIFFERENTIATION OF SMALL BOWEL LESIONS IN CAPSULE ENDOSCOPY
LIMA AFONSO, JOAO PEDRO, LAGES PARENTE, MARCO PAULO, SOUSA FERREIRA, JOAO PEDRO, DA QUINTA E COSTA DE MASCARENHAS SARAIVA, MIGUEL JOSE, GONCALVES DE MACEDO, MANUEL GUILHERME, RIBEIRO ANDRADE, ANA PATRICIA, NATAL JORGE, RENATO MANUEL, CASAL CARDOSO, HELDER MANUEL
Year of Publication 27.05.2022
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Year of Publication 27.05.2022
Patent
AUTOMATIC DETECTION AND DIFFERENTIATION OF SMALL BOWEL LESIONS IN CAPSULE ENDOSCOPY
CASAL CARDOSO, Hélder Manuel, LAGES PARENTE, Marco Paulo, GONÇALVES DE MACEDO, Manuel Guilherme, RIBEIRO ANDRADE, Ana Patricia, SOUSA FERREIRA, João Pedro, DA QUINTA E COSTA DE MASCARENHAS SARAIVA, Miguel José, LIMA AFONSO, João Pedro, NATAL JORGE, Renato Manuel
Year of Publication 27.05.2022
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Year of Publication 27.05.2022
Patent
AUTOMATIC DETECTION OF EROSIONS AND ULCERS IN CROHN'S CAPSULE ENDOSCOPY
CASAL CARDOSO, Hélder Manuel, LAGES PARENTE, Marco Paulo, GONÇALVES DE MACEDO, Manuel Guilherme, RIBEIRO ANDRADE, Ana Patricia, SOUSA FERREIRA, João Pedro, DA QUINTA E COSTA DE MASCARENHAS SARAIVA, Miguel José, LIMA AFONSO, João Pedro, NATAL JORGE, Renato Manuel
Year of Publication 27.05.2022
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Year of Publication 27.05.2022
Patent