Region-Based Automated Localization of Colonoscopy and Wireless Capsule Endoscopy Polyps

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

(2018) Gregor Urban et al.   GASTROENTEROLOGY

Pre-trained convolutional neural networks as feature extractors toward improved malaria parasite detection in thin blood smear images

(2018) Sivaramakrishnan Rajaraman et al.   PeerJ

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

Detecting colorectal polyps via machine learning

(2018) Yuichi Mori et al.   Nature Biomedical Engineering

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

Medical Image Data and Datasets in the Era of Machine Learning—Whitepaper from the 2016 C-MIMI Meeting Dataset Session

(2017) Marc D. Kohli et al.   JOURNAL OF DIGITAL IMAGING

Deep learning for polyp recognition in wireless capsule endoscopy images

(2017) Yixuan Yuan et al.   MEDICAL PHYSICS

A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images

(2017) David Vázquez et al.   Journal of Healthcare Engineering

Automated Polyp Detection in Colonoscopy Videos Using Shape and Context Information

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

Polyp Detection via Imbalanced Learning and Discriminative Feature Learning

(2015) Seung-Hwan Bae et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automated Polyp Detection in Colon Capsule Endoscopy

(2014) Alexander V. Mamonov et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

Automatic polyp detection for wireless capsule endoscopy images

(2012) Baopu Li et al.   EXPERT SYSTEMS WITH APPLICATIONS

Towards automatic polyp detection with a polyp appearance model

(2012) J. Bernal et al.   PATTERN RECOGNITION

AUTOMATIC DETECTION OF COLORECTAL POLYPS IN STATIC IMAGES

(2011) Da-Chuan Cheng et al.   Biomedical Engineering - Applications, Basis and Communications

Accuracy of CT Colonography for Detection of Large Adenomas and Cancers

(2008) C. Daniel Johnson et al.   NEW ENGLAND JOURNAL OF MEDICINE