AIMC Topic: Capsule Endoscopy

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Quantitative analysis of patients with celiac disease by video capsule endoscopy: A deep learning method.

Computers in biology and medicine
BACKGROUND: Celiac disease is one of the most common diseases in the world. Capsule endoscopy is an alternative way to visualize the entire small intestine without invasiveness to the patient. It is useful to characterize celiac disease, but hours ar...

Generic feature learning for wireless capsule endoscopy analysis.

Computers in biology and medicine
The interpretation and analysis of wireless capsule endoscopy (WCE) recordings is a complex task which requires sophisticated computer aided decision (CAD) systems to help physicians with video screening and, finally, with the diagnosis. Most CAD sys...

Detection of small colon bleeding in wireless capsule endoscopy videos.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
In the recent years, wireless capsule endoscopy (WCE) technology has played a very important role in diagnosing diseases within the gastro intestinal (GI) tract of human beings. The WCE device captures images of the GI tract of patient with a certain...

Identification of lesion images from gastrointestinal endoscope based on feature extraction of combinational methods with and without learning process.

Medical image analysis
The gastrointestinal endoscopy in this study refers to conventional gastroscopy and wireless capsule endoscopy (WCE). Both of these techniques produce a large number of images in each diagnosis. The lesion detection done by hand from the images above...

Locomotion Analysis of an Inchworm-Like Capsule Robot in the Intestinal Tract.

IEEE transactions on bio-medical engineering
GOAL: Inchworm-like locomotion is one of the most common and effective approaches for exploring the intestinal tract. Here, we present a locomotion analysis for a typical inchworm-like capsule robot, which is composed of a locomotion unit and some fu...

A general framework for wireless capsule endoscopy study synopsis.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
We present a general framework for analysis of wireless capsule endoscopy (CE) studies. The current available workstations provide a time-consuming and labor-intense work-flow for clinicians which requires the inspection of the full-length video. The...

Hybrid Magnetic Locomotion Method for Capsule Robots.

IEEE transactions on bio-medical engineering
OBJECTIVE: Gastrointestinal (GI) capsule endoscopes typically rely on a single mode of locomotion, which limits their efficiency within the complex GI tract. To address this issue, this paper presents a hybrid magnetic locomotion method for capsule r...

Design of Magnetic Actuated Capsule Robot for Liquid Sampling.

IEEE transactions on bio-medical engineering
OBJECTIVE: This study aims to introduce a biopsy capsule robot based on the negative pressure suction principle to achieve liquid sampling in the digestive tract.

A multimodal deep learning model for detecting endoscopic images of near-infrared fluorescence capsules.

Biosensors & bioelectronics
Early screening for gastrointestinal (GI) diseases is critical for preventing cancer development. With the rapid advancement of deep learning technology, artificial intelligence (AI) has become increasingly prominent in the early detection of GI dise...

A novel scheme for non-invasive drug delivery with a magnetically controlled drug delivering capsule endoscope.

Journal of controlled release : official journal of the Controlled Release Society
There is a lack of effective means for precise drug delivery of gastrointestinal diseases. Herein we report a novel magnetically controlled drug delivering capsule endoscope (MDCE) to achieve precision drug delivery for gastrointestinal diseases. MDC...