Gastrointestinal Tract Disease Classification from Wireless Endoscopy Images Using Pretrained Deep Learning Model

Deep transfer learning approaches for bleeding detection in endoscopy images

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

Wavelet Transform and Deep Convolutional Neural Network-Based Smart Healthcare System for Gastrointestinal Disease Detection

(2021) Subhashree Mohapatra et al.   Interdisciplinary Sciences-Computational Life Sciences

VR-Caps: A Virtual Environment for Capsule Endoscopy

(2021) Kağan İncetan et al.   MEDICAL IMAGE ANALYSIS

Diagnosis of Cervical Cancer based on Ensemble Deep Learning Network using Colposcopy Images

(2021) Venkatesan Chandran et al.   Biomed Research International

Gabor capsule network with preprocessing blocks for the recognition of complex images

(2021) Mighty Abra Ayidzoe et al.   MACHINE VISION AND APPLICATIONS

EndoSLAM dataset and an unsupervised monocular visual odometry and depth estimation approach for endoscopic videos

(2021) Kutsev Bengisu Ozyoruk et al.   MEDICAL IMAGE ANALYSIS

A comparative analysis of signal processing and classification methods for different applications based on EEG signals

(2020) Ashima Khosla et al.   Biocybernetics and Biomedical Engineering

Colored Video Analysis in Wireless Capsule Endoscopy: A Survey of State-of-the-Art

(2020) Amira S. Ashour et al.   Current Medical Imaging Reviews

Gastrointestinal diseases segmentation and classification based on duo-deep architectures

(2020) Mehshan Ahmed Khan et al.   PATTERN RECOGNITION LETTERS

Automatic reduction of wireless capsule endoscopy reviewing time based on factorization analysis

(2020) Abbas Biniaz et al.   Biomedical Signal Processing and Control

Use of Single Cell -omic Technologies to Study the Gastrointestinal Tract and Diseases, From Single Cell Identities to Patient Features

(2020) Mirazul Islam et al.   GASTROENTEROLOGY

Position statement on priorities for artificial intelligence in GI endoscopy: a report by the ASGE Task Force

(2020) Tyler M. Berzin et al.   GASTROINTESTINAL ENDOSCOPY

A survey on contemporary computer-aided tumor, polyp, and ulcer detection methods in wireless capsule endoscopy imaging

(2020) Tariq Rahim et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Anatomical classification of upper gastrointestinal organs under various image capture conditions using AlexNet

(2020) Shohei Igarashi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Endoscopic submucosal dissection comparing with surgical resection in patients with early gastric cancer – A single center experience in Taiwan

(2020) Tzu-Chan Hong et al.   JOURNAL OF THE FORMOSAN MEDICAL ASSOCIATION

Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning

(2020) Shervin Minaee et al.   MEDICAL IMAGE ANALYSIS

Detection of abnormality in wireless capsule endoscopy images using fractal features

(2020) Samir Jain et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Ulcer detection in Wireless Capsule Endoscopy images using deep CNN

(2020) Vani V et al.   Journal of King Saud University-Computer and Information Sciences

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

(2019) Haya Alaskar et al.   SENSORS

Classification of gastrointestinal diseases of stomach from WCE using improved saliency-based method and discriminant features selection

(2019) Muhammad Attique Khan et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Efficient skin lesion segmentation using separable-Unet with stochastic weight averaging

(2019) Peng Tang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

MAPGI: Accurate identification of anatomical landmarks and diseased tissue in gastrointestinal tract using deep learning

(2019) Timothy Cogan et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Probability density function based modeling of spatial feature variation in capsule endoscopy data for automatic bleeding detection

(2019) Amit Kumar Kundu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

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

Reduction of bubble-like frames using a RSS filter in wireless capsule endoscopy video

(2018) Qian Wang et al.   OPTICS AND LASER TECHNOLOGY

Novel computer-assisted diagnosis system for endoscopic disease activity in patients with ulcerative colitis

(2018) Tsuyoshi Ozawa et al.   GASTROINTESTINAL ENDOSCOPY