Application of Convolutional Neural Networks for Automated Ulcer Detection in Wireless Capsule Endoscopy Images

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

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Multi-scale completed local binary patterns for ulcer detection in wireless capsule endoscopy images

(2018) Meryem Souaidi et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Classification of Computed Tomography Images in Different Slice Positions Using Deep Learning

(2018) Hiroyuki Sugimori   Journal of Healthcare Engineering

DINOSARC: Color Features Based on Selective Aggregation of Chromatic Image Components for Wireless Capsule Endoscopy

(2018) Michael D. Vasilakakis et al.   Computational and Mathematical Methods in Medicine

Small bowel motility assessment based on fully convolutional networks and long short-term memory

(2017) Mengqi Pei et al.   KNOWLEDGE-BASED SYSTEMS

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Deep learning for polyp recognition in wireless capsule endoscopy images

(2017) Yixuan Yuan et al.   MEDICAL PHYSICS

Computer-aided diagnosis system for colon abnormalities detection in wireless capsule endoscopy images

(2017) Said Charfi et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Generic feature learning for wireless capsule endoscopy analysis

(2016) Santi Seguí et al.   COMPUTERS IN BIOLOGY AND MEDICINE

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

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

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Transfer Learning with Convolutional Neural Networks for Classification of Abdominal Ultrasound Images

(2016) Phillip M. Cheng et al.   JOURNAL OF DIGITAL IMAGING

Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks

(2016) Jelmer M. Wolterink et al.   MEDICAL IMAGE ANALYSIS

Saliency Based Ulcer Detection for Wireless Capsule Endoscopy Diagnosis

(2015) Yixuan Yuan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automatic lesion detection in capsule endoscopy based on color saliency: closer to an essential adjunct for reviewing software

(2014) Dimitris K. Iakovidis et al.   GASTROINTESTINAL ENDOSCOPY

Abnormal image detection in endoscopy videos using a filter bank and local binary patterns

(2014) Ruwan Nawarathna et al.   NEUROCOMPUTING

Texture and color based image segmentation and pathology detection in capsule endoscopy videos

(2012) Piotr Szczypiński et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Texture analysis for ulcer detection in capsule endoscopy images

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