Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy

VR-Caps: A Virtual Environment for Capsule Endoscopy

(2021) Kağan İncetan et al.   MEDICAL IMAGE ANALYSIS

Nonlinear Dynamic Modeling of a Robotic Endoscopy Platform on Synthetic Tissue Substrates

(2020) Gregory A. Formosa et al.   JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME

A deep learning framework for quality assessment and restoration in video endoscopy

(2020) Sharib Ali et al.   MEDICAL IMAGE ANALYSIS

Real-time gastric polyp detection using convolutional neural networks

(2019) Xu Zhang et al.   PLoS One

Automated polyp segmentation for colonoscopy images: A method based on convolutional neural networks and ensemble learning

(2019) Xudong Guo et al.   MEDICAL PHYSICS

Development of a real-time endoscopic image diagnosis support system using deep learning technology in colonoscopy

(2019) Masayoshi Yamada et al.   Scientific Reports

Detection and segmentation of multi-class artifacts in endoscopy

(2019) Yan-yi Zhang et al.   Journal of Zhejiang University-SCIENCE B

Deep Learning Localizes and Identifies Polyps in Real Time with 96% Accuracy in Screening Colonoscopy

(2018) Gregor Urban et al.   GASTROENTEROLOGY

Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training

(2018) Faisal Mahmood et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Use of 2D U-Net Convolutional Neural Networks for Automated Cartilage and Meniscus Segmentation of Knee MR Imaging Data to Determine Relaxometry and Morphometry

(2018) Berk Norman et al.   RADIOLOGY

Automatic Colon Polyp Detection using Region based Deep CNN and Post Learning Approaches

(2018) Younghak Shin et al.   IEEE Access

Development and validation of a deep-learning algorithm for the detection of polyps during colonoscopy

(2018) Pu Wang et al.   Nature Biomedical Engineering

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

(2018) Yoshimasa Horie et al.   GASTROINTESTINAL ENDOSCOPY

U-Net: deep learning for cell counting, detection, and morphometry

(2018) Thorsten Falk et al.   NATURE METHODS

Barrett's esophagus: diagnosis and management

(2017) Swathi Eluri et al.   GASTROINTESTINAL ENDOSCOPY

Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge

(2017) Jorge Bernal et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Risk factors of missed colorectal lesions after colonoscopy

(2017) Jeonghun Lee et al.   MEDICINE

WM-DOVA maps for accurate polyp highlighting in colonoscopy: Validation vs. saliency maps from physicians

(2015) Jorge Bernal et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Management of the malignant colorectal polyp: ACPGBI position statement

(2013) J. G. Williams et al.   Colorectal Disease

Toward embedded detection of polyps in WCE images for early diagnosis of colorectal cancer

(2013) Juan Silva et al.   International Journal of Computer Assisted Radiology and Surgery

Medical and endoscopic management of high-grade dysplasia in Barrett's esophagus

(2012) K. K. Wang et al.   DISEASES OF THE ESOPHAGUS

Towards automatic polyp detection with a polyp appearance model

(2012) J. Bernal et al.   PATTERN RECOGNITION