Z Fan, Y Guo, X Gu, R Huang, W Miao - Scientific Reports, 2022 - nature.com
Non-invasive and cost-effective diagnosis of gastric cancer is essential to improve outcomes. Aim of the study was to establish a neural network model based on patient …
MR Afrash, M Shafiee, H Kazemi-Arpanahi - BMC gastroenterology, 2023 - Springer
Background Gastric cancer is one of the leading causes of death worldwide. Screening for gastric cancer greatly relies on endoscopy and pathology biopsy, which are invasive and …
H Nakahira, R Ishihara, K Aoyama, M Kono… - JGH …, 2020 - Wiley Online Library
Background and Aim Stratifying gastric cancer (GC) risk and endoscopy findings in high‐risk individuals may provide effective surveillance for GC. We developed a computerized image …
MM Liu, L Wen, YJ Liu, Q Cai, LT Li, YM Cai - BMC medical informatics …, 2018 - Springer
Background Although gastric cancer is a malignancy with high morbidity and mortality in China, the survival rate of patients with early gastric cancer (EGC) is high after surgical …
Many researchers are trying hard to minimize the incidence of cancers, especially GC. For GC, the five-year survival rate is generally 5–25%, but for EGC it can be reduced by up to …
This chapter mainly focuses on the application of digital image processing and machine learning algorithms in order to detect the gastric cancer regions and to classify the normal …
P Bhardwaj, G Bhandari, Y Kumar, S Gupta - Archives of Computational …, 2022 - Springer
Gastric cancer is characterized by the growth of cancerous cells within the lining of the stomach. Traditionally, this condition has been challenging to diagnose. However, today …
Results The best training method was the Quick method, which had an accuracy of 81.82%. The most important factors associated with tumor staging were age and polymorphisms of …
J Taninaga, Y Nishiyama, K Fujibayashi, T Gunji… - Scientific reports, 2019 - nature.com
A comprehensive screening method using machine learning and many factors (biological characteristics, Helicobacter pylori infection status, endoscopic findings and blood test …