Diagnosis using deep-learning artificial intelligence based on the endocytoscopic observation of the esophagus

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

(2018) Toshiaki Hirasawa et al.   Gastric Cancer

Artificial Intelligence-Assisted Polyp Detection for Colonoscopy: Initial Experience

(2018) Masashi Misawa et al.   GASTROENTEROLOGY

Automated histological classification of whole-slide images of gastric biopsy specimens

(2017) Hiroshi Yoshida et al.   Gastric Cancer

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Accuracy of computer-aided diagnosis based on narrow-band imaging endocytoscopy for diagnosing colorectal lesions: comparison with experts

(2017) Masashi Misawa et al.   International Journal of Computer Assisted Radiology and Surgery

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

(2017) Satoki Shichijo et al.   EBioMedicine

Big Data and machine learning in radiation oncology: State of the art and future prospects

(2016) Jean-Emmanuel Bibault et al.   CANCER LETTERS

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Endocytoscopic observation of various types of esophagitis

(2015) Youichi Kumagai et al.   Esophagus

Endocytoscopic observation of various esophageal lesions at ×600: can nuclear abnormality be recognized?

(2014) Y. Kumagai et al.   DISEASES OF THE ESOPHAGUS

Current status and limitations of the newly developed endocytoscope GIF-Y0002 with reference to its diagnostic performance for common esophageal lesions

(2012) Youichi KUMAGAI et al.   Journal of Digestive Diseases

Prospective replacement of magnifying endoscopy by a newly developed endocytoscope, the ‘GIF-Y0002’

(2010) Y. Kumagai et al.   DISEASES OF THE ESOPHAGUS

ENDOCYTOSCOPIC OBSERVATION OF ESOPHAGEAL SQUAMOUS CELL CARCINOMA

(2009) Youichi Kumagai et al.   Digestive Endoscopy

Endocytoscopic observation for esophageal squamous cell carcinoma: can biopsy histology be omitted?

(2009) Y. Kumagai et al.   DISEASES OF THE ESOPHAGUS