DEEP LEARNING AND CAPSULE ENDOSCOPY: PANENDOSCOPIC CLASSIFICATION OF SMALL BOWEL AND COLON PREPARATION USING A CONVOLUTIONAL NEURAL NETWORK

被引：0
|
作者：
Ribeiro, Tiago
Saraiva, Miguel
Afonso, Joao
Cardoso, Pedro
Cardoso, Helder
Andrade, Patricia
Ferreira, Joao
Saraiva, Miguel
Macedo, Guilherme
机构：
[1] Ctr Hosp Univ Sao Joao, Porto, Portugal
[2] WGO Gastroenterol & Hepatol Training Ctr, Porto, Portugal
[3] Univ Porto Fac Med, Porto, Portugal
[4] Univ Porto Fac Engn, Porto, Portugal
[5] ManopH Gastroenterol Clin, Porto, Portugal
来源：
GASTROINTESTINAL ENDOSCOPY | 2023年 / 97卷 / 06期
关键词：
D O I：
暂无
中图分类号：
R57 [消化系及腹部疾病];
学科分类号：
摘要：
Tu1959
引用
收藏
页码：AB765 / AB765
页数：1
相关论文
共 50 条
  • [1] Deep Learning and Capsule Endoscopy: Automatic Classification of Small Bowel Cleansing Using a Convolutional Neural Network
    Mascarenhas, Miguel
    Afonso, Joao
    Ribeiro, Tiago
    Ferreira, Joao
    Cardoso, Helder
    Andrade, Patricia
    Natal, Renato
    Macedo, Guilherme
    AMERICAN JOURNAL OF GASTROENTEROLOGY, 2021, 116 : S617 - S618
  • [2] Design of a Convolutional Neural Network as a Deep Learning Tool for the Automatic Classification of Small-Bowel Cleansing in Capsule Endoscopy
    Ribeiro, Tiago
    Saraiva, Miguel Jose Mascarenhas
    Afonso, Joao
    Cardoso, Pedro
    Mendes, Francisco
    Martins, Miguel
    Andrade, Ana Patricia
    Cardoso, Helder
    Saraiva, Miguel Mascarenhas
    Ferreira, Joao
    Macedo, Guilherme
    MEDICINA-LITHUANIA, 2023, 59 (04):
  • [3] Improved classification and localization approach to small bowel capsule endoscopy using convolutional neural network
    Hwang, Yunseob
    Lee, Han Hee
    Park, Chunghyun
    Tama, Bayu Adhi
    Kim, Jin Su
    Cheung, Dae Young
    Chung, Woo Chul
    Cho, Young-Seok
    Lee, Kang-Moon
    Choi, Myung-Gyu
    Lee, Seungchul
    Lee, Bo-In
    DIGESTIVE ENDOSCOPY, 2021, 33 (04) : 598 - 607
  • [4] 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 Jose
    Afonso, Joao
    Ribeiro, Tiago
    Ferreira, Joao
    Cardoso, Helder
    Andrade, Ana Patricia
    Parente, Marco
    Natal, Renato
    Saraiva, Miguel Mascarenhas
    Macedo, Guilherme
    BMJ OPEN GASTROENTEROLOGY, 2021, 8 (01):
  • [5] Deep Learning and Capsule Endoscopy: Automatic Identification and Differentiation of Small Bowel Lesions With Distinct Hemorrhagic Potential Using a Convolutional Neural Network
    Mascarenhas, Miguel
    Afonso, Joao
    Ribeiro, Tiago
    Ferreira, Joao
    Cardoso, Helder
    Andrade, Patricia
    Parente, Marco
    Natal, Renato
    Macedo, Guilherme
    AMERICAN JOURNAL OF GASTROENTEROLOGY, 2021, 116 : S618 - S619
  • [6] DEEP LEARNING AND CAPSULE ENDOSCOPY: AUTOMATIC DETECTION OF ULCERS AND ENTERIC EROSIONS IN CAPSULE ENDOSCOPY USING A CONVOLUTIONAL NEURAL NETWORK
    Saraiva, Miguel M.
    Cardoso, Helder
    Afonso, Joao
    Ferreira, Joao
    Andrade, Patricia
    Macedo, Guilherme
    GASTROINTESTINAL ENDOSCOPY, 2021, 93 (06) : AB351 - AB352
  • [7] Deep learning and colon capsule endoscopy: automatic detection of blood and colonic mucosal lesions using a convolutional neural network
    Mascarenhas, Miguel
    Ribeiro, Tiago
    Afonso, Joao
    Ferreira, Joao P. S.
    Cardoso, Helder
    Andrade, Patricia
    Parente, Marco P. L.
    Jorge, Renato N.
    Saraiva, Miguel Mascarenhas
    Macedo, Guilherme
    ENDOSCOPY INTERNATIONAL OPEN, 2022, 10 (02) : E171 - E177
  • [8] Artificial intelligence and colon capsule endoscopy: automatic detection of blood in colon capsule endoscopy using a convolutional neural network
    Saraiva, Miguel Mascarenhas
    Ferreira, Joao P. S.
    Cardoso, Helder
    Afonso, Joao
    Ribeiro, Tiago
    Andrade, Patricia
    Parente, Marco P. L.
    Jorge, Renato N.
    Macedo, Guilherme
    ENDOSCOPY INTERNATIONAL OPEN, 2021, 09 (08) : E1264 - E1268
  • [9] VALIDATION OF A BINARY CLASSIFICATION MODEL USING A DEEP CONVOLUTIONAL NEURAL NETWORK FOR WIRELESS CAPSULE ENDOSCOPY
    Kim, Sang Hoon
    Hwang, Youngbae
    Oh, Dong Jun
    Nam, Ji Hyung
    Kim, Ki Bae
    Park, Junseok
    Song, Hyun Joo
    Lim, Yun Jeong
    GASTROINTESTINAL ENDOSCOPY, 2021, 93 (06) : AB201 - AB201
  • [10] Bleeding Classification of Enhanced Wireless Capsule Endoscopy Images using Deep Convolutional Neural Network
    Shahril, Rosdiana
    Saito, Atsushi
    Shimizu, Akinobu
    Baharun, Sabariah
    JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 2020, 36 (01) : 91 - 108
12345