Deep-learning based detection of gastric precancerous conditions

被引：92

作者：

Guimaraes, Pedro ^{[1
]}

Keller, Andreas ^{[1
]}

Fehlmann, Tobias ^{[1
]}

Lammert, Frank ^{[2
]}

Casper, Markus ^{[2
]}

机构：

[1] Saarland Univ, Chair Clin Bioinformat, Saarbrucken, Germany

[2] Saarland Univ, Med Ctr, Dept Med 2, D-66421 Homburg, Germany

来源：

GUT | 2020年 / 69卷 / 01期

关键词：

HELICOBACTER-PYLORI INFECTION;

D O I：

10.1136/gutjnl-2019-319347

中图分类号：

R57 [消化系及腹部疾病];

学科分类号：

摘要：

[No abstract available]

引用

页码：4 / 6

页数：3

共 11 条

[1] Real-time differentiation of adenomatous and hyperplastic diminutive colorectal polyps during analysis of unaltered videos of standard colonoscopy using a deep learning model [J].

Byrne, Michael F. ;

Chapados, Nicolas ;

Soudan, Florian ;

Oertel, Clemens ;

Linares Perez, Milagros ;

Kelly, Raymond ;

Iqbal, Nadeem ;

Chandelier, Florent ;

Rex, Douglas K. .

GUT, 2019, 68 (01) :94-100

[2] The gastric precancerous cascade [J].

Correa, Pelayo ;

Piazuelo, M. Blanca .

JOURNAL OF DIGESTIVE DISEASES, 2012, 13 (01) :2-9

[3] Classification and grading of gastritis - The updated Sydney System [J].

Dixon, MF ;

Genta, RM ;

Yardley, JH ;

Correa, P ;

Batts, KP ;

Dahms, BB ;

Filipe, MI ;

Haggitt, RC ;

Haot, J ;

Hui, PK ;

Lechago, J ;

Lewin, K ;

Offerhaus, JA ;

Price, AB ;

Riddell, RH ;

Sipponen, P ;

Solcia, E ;

Watanabe, H .

AMERICAN JOURNAL OF SURGICAL PATHOLOGY, 1996, 20 (10) :1161-1181

[4] Computer-aided diagnosis using deep learning in the evaluation of early oesophageal adenocarcinoma [J].

Ebigbo, Alanna ;

Mendel, Robert ;

Probst, Andreas ;

Manzeneder, Johannes ;

de Souza, Luis Antonio, Jr. ;

Papa, Joao P. ;

Palm, Christoph ;

Messmann, Helmut .

GUT, 2019, 68 (07) :1143-U222

[5]

Mori Y, 2018, DIG ENDOSC

[6] Management of epithelial precancerous conditions and lesions in the stomach (MAPS II): European Society of Gastrointestinal Endoscopy (ESGE), European Helicobacter and Microbiota Study Group (EHMSG), European Society of Pathology (ESP), and Sociedade Portuguesa de Endoscopia Digestiva (SPED) guideline update 2019 [J].

Pimentel-Nunes, Pedro ;

Libanio, Diogo ;

Marcos-Pinto, Ricardo ;

Areia, Miguel ;

Leja, Marcis ;

Esposito, Gianluca ;

Garrido, Monica ;

Kikuste, Ilze ;

Megraud, Francis ;

Matysiak-Budnik, Tamara ;

Annibale, Bruno ;

Dumonceau, Jean-Marc ;

Barros, Rita ;

Flejou, Jean-Francois ;

Carneiro, Fatima ;

van Hooft, Jeanin E. ;

Kuipers, Ernst J. ;

Dinis-Ribeiro, Mario .

ENDOSCOPY, 2019, 51 (04) :365-388

[7]

Redéen S, 2003, ENDOSCOPY, V35, P946, DOI 10.1055/s-2003-43479

[8] ImageNet Large Scale Visual Recognition Challenge [J].

Russakovsky, Olga ;

Deng, Jia ;

Su, Hao ;

Krause, Jonathan ;

Satheesh, Sanjeev ;

Ma, Sean ;

Huang, Zhiheng ;

Karpathy, Andrej ;

Khosla, Aditya ;

Bernstein, Michael ;

Berg, Alexander C. ;

Fei-Fei, Li .

INTERNATIONAL JOURNAL OF COMPUTER VISION, 2015, 115 (03) :211-252

[9] Application of Convolutional Neural Networks in the Diagnosis of Helicobacter pylori Infection Based on Endoscopic Images [J].

Shichijo, Satoki ;

Nomura, Shuhei ;

Aoyama, Kazuharu ;

Nishikawa, Yoshitaka ;

Miura, Motoi ;

Shinagawa, Takahide ;

Takiyama, Hirotoshi ;

Tanimoto, Tetsuya ;

Ishihara, Soichiro ;

Matsuo, Keigo ;

Tada, Tomohiro .

EBIOMEDICINE, 2017, 25 :106-111

[10]

Simonyan K., 2014, arXiv

← 1 2 →