A shallow extraction of texture features for classification of abnormal video endoscopy frames

Applying a random projection algorithm to optimize machine learning model for predicting peritoneal metastasis in gastric cancer patients using CT images

(2021) Seyedehnafiseh Mirniaharikandehei et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Deep transfer learning approaches for bleeding detection in endoscopy images

(2021) Andrea Caroppo et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Videomics: bringing deep learning to diagnostic endoscopy

(2021) Alberto Paderno et al.   Current Opinion in Otolaryngology & Head and Neck Surgery

Diagnosis of ulcerative colitis from endoscopic images based on deep learning

(2021) Xudong Luo et al.   Biomedical Signal Processing and Control

Automatic classification of esophageal lesions in endoscopic images using a convolutional neural network

(2020) Gaoshuang Liu et al.   Annals of Translational Medicine

Deep learning to find colorectal polyps in colonoscopy: A systematic literature review

(2020) Luisa F. Sánchez-Peralta et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Anatomical study of a surgical approach through the neck to the jugular foramen under endoscopy

(2020) Peng Fei Lai et al.   SURGICAL AND RADIOLOGIC ANATOMY

ELNet:Automatic classification and segmentation for esophageal lesions using convolutional neural network

(2020) Zhan Wu et al.   MEDICAL IMAGE ANALYSIS

Endoscopic Surveillance for Metachronous Esophageal Squamous Cell Neoplasms among Head and Neck Cancer Patients

(2020) Yi-Hsun Chen et al.   Cancers

A locally based feature descriptor for abnormalities detection

(2019) Said Charfi et al.   SOFT COMPUTING

A survey of feature extraction and fusion of deep learning for detection of abnormalities in video endoscopy of gastrointestinal-tract

(2019) Hussam Ali et al.   ARTIFICIAL INTELLIGENCE REVIEW

Color-based template selection for detection of gastric abnormalities in video endoscopy

(2019) Hussam Ali et al.   Biomedical Signal Processing and Control

Computer assisted gastric abnormalities detection using hybrid texture descriptors for chromoendoscopy images

(2018) Hussam Ali et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Content-Adaptive Region-Based Color Texture Descriptors for Medical Images

(2017) Farhan Riaz et al.   IEEE Journal of Biomedical and Health Informatics

Image-enhanced endoscopy technology in the gastrointestinal tract: What is available?

(2015) Sabina Beg et al.   BEST PRACTICE & RESEARCH IN CLINICAL GASTROENTEROLOGY

High-order graph matching kernel for early carcinoma EUS image classification

(2015) Zhihong Zhang et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Identification of precancerous lesions by multispectral gastroendoscopy

(2015) Sergio E. Martinez-Herrera et al.   Signal Image and Video Processing

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

(2014) Ruwan Nawarathna et al.   NEUROCOMPUTING

Applications of ROC Analysis in Medical Research

(2012) Demissie Alemayehu et al.   ACADEMIC RADIOLOGY

Invariant Gabor Texture Descriptors for Classification of Gastroenterology Images

(2012) F. Riaz et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Impact of Visual Features on the Segmentation of Gastroenterology Images Using Normalized Cuts

(2012) F. Riaz et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Texture analysis for ulcer detection in capsule endoscopy images

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

Feature extraction from multi-directional multi-resolution image transformations for the classification of zoom-endoscopy images

(2008) Michael Häfner et al.   PATTERN ANALYSIS AND APPLICATIONS