Artificial intelligence for cancer detection of the upper gastrointestinal tract

Artificial‐intelligence‐based detection of pharyngeal cancer using convolutional neural networks

(2020) Atsuko Tamashiro et al.   Digestive Endoscopy

Deep learning algorithm detection of Barrett’s neoplasia with high accuracy during live endoscopic procedures: a pilot study (with video)

(2020) Albert J. de Groof et al.   GASTROINTESTINAL ENDOSCOPY

Artificial intelligence using convolutional neural networks for real-time detection of early esophageal neoplasia in Barrett’s esophagus (with video)

(2020) Rintaro Hashimoto et al.   GASTROINTESTINAL ENDOSCOPY

Application of artificial intelligence using convolutional neural networks in determining the invasion depth of esophageal squamous cell carcinoma

(2020) Yoshitaka Tokai et al.   Esophagus

Detecting early gastric cancer: Comparison between the diagnostic ability of convolutional neural networks and endoscopists

(2020) Yohei Ikenoyama et al.   Digestive Endoscopy

Cost savings in colonoscopy with artificial intelligence–aided polyp diagnosis: an add-on analysis of a clinical trial (with video)

(2020) Yuichi Mori et al.   GASTROINTESTINAL ENDOSCOPY

Performance of a computer-aided diagnosis system in diagnosing early gastric cancer using magnifying endoscopy videos with narrow-band imaging (with videos)

(2020) Yusuke Horiuchi et al.   GASTROINTESTINAL ENDOSCOPY

Deep learning to find colorectal polyps in colonoscopy: A systematic literature review

(2020) Luisa F. Sánchez-Peralta et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Artificial intelligence-based diagnostic system classifying gastric cancers and ulcers: comparison between the original and newly developed systems

(2020) Ken Namikawa et al.   ENDOSCOPY

Highly accurate artificial intelligence systems to predict the invasion depth of gastric cancer: efficacy of conventional white-light imaging, nonmagnifying narrow-band imaging, and indigo-carmine dye contrast imaging

(2020) Sayaka Nagao et al.   GASTROINTESTINAL ENDOSCOPY

The Argos project: The development of a computer-aided detection system to improve detection of Barrett's neoplasia on white light endoscopy

(2019) Jeroen de Groof et al.   United European Gastroenterology Journal

Application of convolutional neural networks for evaluating Helicobacter pylori infection status on the basis of endoscopic images

(2019) Satoki Shichijo et al.   SCANDINAVIAN JOURNAL OF GASTROENTEROLOGY

Randomised controlled trial of WISENSE, a real-time quality improving system for monitoring blind spots during esophagogastroduodenoscopy

(2019) Lianlian Wu et al.   GUT

Real-time automatic detection system increases colonoscopic polyp and adenoma detection rates: a prospective randomised controlled study

(2019) Pu Wang et al.   GUT

A deep neural network improves endoscopic detection of early gastric cancer without blind spots

(2019) Lianlian Wu et al.   ENDOSCOPY

Convolutional neural network for the diagnosis of early gastric cancer based on magnifying narrow band imaging

(2019) Lan Li et al.   Gastric Cancer

Using deep learning system in endoscopy for screening of early esophageal squamous cell carcinoma (with video)

(2019) Shi-Lun Cai et al.   GASTROINTESTINAL ENDOSCOPY

Real-time automated diagnosis of precancerous lesion and early esophageal squamous cell carcinoma using a deep learning model (with videos)

(2019) LinJie Guo et al.   GASTROINTESTINAL ENDOSCOPY

Comparing blind spots of unsedated ultrafine, sedated, and unsedated conventional gastroscopy with and without artificial intelligence: a prospective, single-blind, 3-parallel-group, randomized, single-center trial

(2019) Di Chen et al.   GASTROINTESTINAL ENDOSCOPY

Real-time use of artificial intelligence in the evaluation of cancer in Barrett’s oesophagus

(2019) Alanna Ebigbo et al.   GUT

Convolutional Neural Network for Differentiating Gastric Cancer from Gastritis Using Magnified Endoscopy with Narrow Band Imaging

(2019) Yusuke Horiuchi et al.   DIGESTIVE DISEASES AND SCIENCES

Advanced imaging for detection and differentiation of colorectal neoplasia: European Society of Gastrointestinal Endoscopy (ESGE) Guideline – Update 2019

(2019) Raf Bisschops et al.   ENDOSCOPY

Deep-Learning System Detects Neoplasia in Patients With Barrett’s Esophagus With Higher Accuracy Than Endoscopists in a Multi-Step Training and Validation Study with Benchmarking

(2019) A.J. de Groof et al.   GASTROENTEROLOGY

Endoscopic detection and differentiation of esophageal lesions using a deep neural network

(2019) Masayasu Ohmori et al.   GASTROINTESTINAL ENDOSCOPY

Real-time artificial intelligence for detection of upper gastrointestinal cancer by endoscopy: a multicentre, case-control, diagnostic study

(2019) Huiyan Luo et al.   LANCET ONCOLOGY

Application of artificial intelligence using a convolutional neural network for detecting gastric cancer in endoscopic images

(2018) Toshiaki Hirasawa et al.   Gastric Cancer

Computer-aided diagnosis for identifying and delineating early gastric cancers in magnifying narrow-band imaging

(2018) Takashi Kanesaka et al.   GASTROINTESTINAL ENDOSCOPY

Automatic anatomical classification of esophagogastroduodenoscopy images using deep convolutional neural networks

(2018) Hirotoshi Takiyama et al.   Scientific Reports

Detecting gastric cancer from video images using convolutional neural networks

(2018) Mitsuaki Ishioka et al.   Digestive Endoscopy

Diagnostic outcomes of esophageal cancer by artificial intelligence using convolutional neural networks

(2018) Yoshimasa Horie et al.   GASTROINTESTINAL ENDOSCOPY

Application of convolutional neural network in the diagnosis of the invasion depth of gastric cancer based on conventional endoscopy

(2018) Yan Zhu et al.   GASTROINTESTINAL ENDOSCOPY

Computer-aided diagnosis using deep learning in the evaluation of early oesophageal adenocarcinoma

(2018) Alanna Ebigbo et al.   GUT

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Application of Convolutional Neural Networks in the Diagnosis of Helicobacter pylori Infection Based on Endoscopic Images

(2017) Satoki Shichijo et al.   EBioMedicine

Efficacy of double-scope endoscopic submucosal dissection and long-term outcomes of endoscopic resection for superficial pharyngeal cancer

(2016) Toshiyuki Yoshio et al.   Digestive Endoscopy

Blue Laser Imaging-Bright Improves Endoscopic Recognition of Superficial Esophageal Squamous Cell Carcinoma

(2016) Akira Tomie et al.   Gastroenterology Research and Practice

ACG Clinical Guideline: Diagnosis and Management of Barrett’s Esophagus

(2015) Nicholas J Shaheen et al.   AMERICAN JOURNAL OF GASTROENTEROLOGY

Usefulness of Non-Magnifying Narrow-Band Imaging in Screening of Early Esophageal Squamous Cell Carcinoma: A Prospective Comparative Study Using Propensity Score Matching

(2014) Yasuaki Nagami et al.   AMERICAN JOURNAL OF GASTROENTEROLOGY

Long-Term Outcome and Metastatic Risk After Endoscopic Resection of Superficial Esophageal Squamous Cell Carcinoma

(2013) Takeshi Yamashina et al.   AMERICAN JOURNAL OF GASTROENTEROLOGY

British Society of Gastroenterology guidelines on the diagnosis and management of Barrett's oesophagus

(2013) Rebecca C Fitzgerald et al.   GUT

Trends in esophageal adenocarcinoma incidence and mortality

(2012) Chin Hur et al.   CANCER

The role of endoscopy in Barrett's esophagus and other premalignant conditions of the esophagus

(2012) John A. Evans et al.   GASTROINTESTINAL ENDOSCOPY

Comparison Between Definitive Chemoradiotherapy and Esophagectomy in Patients With Clinical Stage I Esophageal Squamous Cell Carcinoma

(2011) Sachiko Yamamoto et al.   AMERICAN JOURNAL OF GASTROENTEROLOGY

Magnifying Narrowband Imaging Is More Accurate Than Conventional White-Light Imaging in Diagnosis of Gastric Mucosal Cancer

(2011) Yasumasa Ezoe et al.   GASTROENTEROLOGY

Medical image analysis: computer-aided diagnosis of gastric cancer invasion on endoscopic images

(2011) Keisuke Kubota et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Original article: Prospective evaluation of narrow-band imaging endoscopy for screening of esophageal squamous mucosal high-grade neoplasia in experienced and less experienced endoscopists

(2010) Ryu Ishihara et al.   DISEASES OF THE ESOPHAGUS

Early Detection of Superficial Squamous Cell Carcinoma in the Head and Neck Region and Esophagus by Narrow Band Imaging: A Multicenter Randomized Controlled Trial

(2010) Manabu Muto et al.   JOURNAL OF CLINICAL ONCOLOGY

Transnasal endoscopy with narrow-band imaging and Lugol staining to screen patients with head and neck cancer whose condition limits oral intubation with standard endoscope (with video)

(2008) Yi-Chia Lee et al.   GASTROINTESTINAL ENDOSCOPY