Artificial intelligence in endoscopy

Y Okagawa, S Abe, M Yamada, I Oda… - Digestive Diseases and …, 2022 - Springer
Artificial intelligence (AI) is rapidly developing in various medical fields, and there is an
increase in research performed in the field of gastrointestinal (GI) endoscopy. In particular …

Artificial intelligence and deep learning for upper gastrointestinal neoplasia

P Sharma, C Hassan - Gastroenterology, 2022 - Elsevier
Upper gastrointestinal (GI) neoplasia account for 35% of GI cancers and 1.5 million cancer-
related deaths every year. Despite its efficacy in preventing cancer mortality, diagnostic …

Instant diagnosis of gastroscopic biopsy via deep-learned single-shot femtosecond stimulated Raman histology

Z Liu, W Su, J Ao, M Wang, Q Jiang, J He, H Gao… - Nature …, 2022 - nature.com
Gastroscopic biopsy provides the only effective method for gastric cancer diagnosis, but the
gold standard histopathology is time-consuming and incompatible with gastroscopy …

Kyoto international consensus report on anatomy, pathophysiology and clinical significance of the gastro-oesophageal junction

K Sugano, SJ Spechler, EM El-Omar, KEL McColl… - Gut, 2022 - gut.bmj.com
Objective An international meeting was organised to develop consensus on (1) the
landmarks to define the gastro-oesophageal junction (GOJ),(2) the occurrence and …

Deep learning based on ultrasound images assists breast lesion diagnosis in China: a multicenter diagnostic study

Y Gu, W Xu, B Lin, X An, J Tian, H Ran, W Ren… - Insights into …, 2022 - Springer
Background Studies on deep learning (DL)-based models in breast ultrasound (US) remain
at the early stage due to a lack of large datasets for training and independent test sets for …

Real-time artificial intelligence for detecting focal lesions and diagnosing neoplasms of the stomach by white-light endoscopy (with videos)

L Wu, M Xu, X Jiang, X He, H Zhang, Y Ai… - Gastrointestinal …, 2022 - Elsevier
Background and Aims White-light endoscopy (WLE) is the most pivotal tool to detect gastric
cancer in an early stage. However, the skill among endoscopists varies greatly. Here, we …

Artificial intelligence in the diagnosis of upper gastrointestinal diseases

P Visaggi, N de Bortoli, B Barberio… - Journal of Clinical …, 2022 - journals.lww.com
Artificial intelligence (AI) has enormous potential to support clinical routine workflows and
therefore is gaining increasing popularity among medical professionals. In the field of …

Real-time use of artificial intelligence for diagnosing early gastric cancer by magnifying image-enhanced endoscopy: a multicenter diagnostic study (with videos)

X He, L Wu, Z Dong, D Gong, X Jiang, H Zhang… - Gastrointestinal …, 2022 - Elsevier
Background and Aims Endoscopy is a pivotal method for detecting early gastric cancer
(EGC). However, skill among endoscopists varies greatly. Here, we proposed a deep …

Artificial intelligence in gastric cancer: applications and challenges

R Cao, L Tang, M Fang, L Zhong, S Wang… - Gastroenterology …, 2022 - academic.oup.com
Gastric cancer (GC) is one of the most common malignant tumors with high mortality.
Accurate diagnosis and treatment decisions for GC rely heavily on human experts' careful …

Deep learning for classification and localization of early gastric cancer in endoscopic images

L Ma, X Su, L Ma, X Gao, M Sun - Biomedical Signal Processing and …, 2023 - Elsevier
Gastric cancer, as a malignant tumor, is one of the most common cancer-related deaths
worldwide with high mortality and incidence rates. Therefore, the endoscopic detection of …