Deep transfer learning approaches for bleeding detection in endoscopy images

Artificial intelligence using a convolutional neural network for automatic detection of small‐bowel angioectasia in capsule endoscopy images

(2019) Akiyoshi Tsuboi et al.   Digestive Endoscopy

Automatic detection of blood content in capsule endoscopy images based on a deep convolutional neural network

(2019) Tomonori Aoki et al.   JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY

Multiple abnormality detection for automatic medical image diagnosis using bifurcated convolutional neural network

(2019) M. Hajabdollahi et al.   Biomedical Signal Processing and Control

Detecting and Locating Gastrointestinal Anomalies Using Deep Learning and Iterative Cluster Unification

(2018) Dimitris K. Iakovidis et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

AUTOMATED ULCER AND BLEEDING CLASSIFICATION FROM WCE IMAGES USING MULTIPLE FEATURES FUSION AND SELECTION

(2018) AMNA LIAQAT et al.   Journal of Mechanics in Medicine and Biology

An Automatic Bleeding Frame and Region Detection Scheme for Wireless Capsule Endoscopy Videos Based on Interplane Intensity Variation Profile in Normalized RGB Color Space

(2018) Amit Kumar Kundu et al.   Journal of Healthcare Engineering

Look-behind fully convolutional neural network for computer-aided endoscopy

(2018) Dimitrios E. Diamantis et al.   Biomedical Signal Processing and Control

Detection of small colon bleeding in wireless capsule endoscopy videos

(2016) Muhammad Arslan Usman et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

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

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

PillCam®SB3 capsule: Does the increased frame rate eliminate the risk of missing lesions?

(2016) Sara Monteiro et al.   WORLD JOURNAL OF GASTROENTEROLOGY

Bleeding Frame and Region Detection in the Wireless Capsule Endoscopy Video

(2016) Yixuan Yuan et al.   IEEE Journal of Biomedical and Health Informatics

Deep learning

(2015) Yann LeCun et al.   NATURE

Automated Bleeding Detection in Capsule Endoscopy Videos Using Statistical Features and Region Growing

(2014) Sonu Sainju et al.   JOURNAL OF MEDICAL SYSTEMS

Computer-Aided Bleeding Detection in WCE Video

(2013) Yanan Fu et al.   IEEE Journal of Biomedical and Health Informatics

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods

(2012) R. Achanta et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Sensitivity of the suspected blood indicator: An experimental study

(2012) Sung Chul Park   WORLD JOURNAL OF GASTROENTEROLOGY

Texture analysis for ulcer detection in capsule endoscopy images

(2009) Baopu Li et al.   IMAGE AND VISION COMPUTING