Cargando…

A Novel Multi-Feature Fusion Method for Classification of Gastrointestinal Diseases Using Endoscopy Images

The first step in the diagnosis of gastric abnormalities is the detection of various abnormalities in the human gastrointestinal tract. Manual examination of endoscopy images relies on a medical practitioner’s expertise to identify inflammatory regions on the inner surface of the gastrointestinal tr...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ramamurthy, Karthik, George, Timothy Thomas, Shah, Yash, Sasidhar, Parasa
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9600128/ https://www.ncbi.nlm.nih.gov/pubmed/36292006 http://dx.doi.org/10.3390/diagnostics12102316

Ejemplares similares

A Vaginitis Classification Method Based on Multi-Spectral Image Feature Fusion
por: Zhao, Kongya, et al.
Publicado: (2022)

A Multi-Layer Feature Fusion Method for Few-Shot Image Classification
por: Gomes, Jacó C., et al.
Publicado: (2023)

Impact of Image Resolution on Deep Learning Performance in Endoscopy Image Classification: An Experimental Study Using a Large Dataset of Endoscopic Images
por: Thambawita, Vajira, et al.
Publicado: (2021)

Multi-Label Fundus Image Classification Using Attention Mechanisms and Feature Fusion
por: Li, Zhenwei, et al.
Publicado: (2022)

Research on Waste Plastics Classification Method Based on Multi-Scale Feature Fusion
por: Cai, Zhenxing, et al.
Publicado: (2022)

An Adaptive Weight Method for Image Retrieval Based Multi-Feature Fusion
por: Lu, Xiaojun, et al.
Publicado: (2018)

HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy
por: Borgli, Hanna, et al.
Publicado: (2020)

Colorful Image Colorization with Classification and Asymmetric Feature Fusion
por: Wang, Zhiyuan, et al.
Publicado: (2022)

Endoscopy-MR Image Fusion for Image Guided Procedures
por: Abdalbari, Anwar, et al.
Publicado: (2013)

An Automatic Gastrointestinal Polyp Detection System in Video Endoscopy Using Fusion of Color Wavelet and Convolutional Neural Network Features
por: Billah, Mustain, et al.
Publicado: (2017)

Deep learning-based anatomical site classification for upper gastrointestinal endoscopy
por: He, Qi, et al.
Publicado: (2020)

Gastrointestinal Tract Disease Classification from Wireless Endoscopy Images Using Pretrained Deep Learning Model
por: Yogapriya, J., et al.
Publicado: (2021)

Hybrid Models for Endoscopy Image Analysis for Early Detection of Gastrointestinal Diseases Based on Fused Features
por: Ahmed, Ibrahim Abdulrab, et al.
Publicado: (2023)

Multi-Modal Feature Selection with Feature Correlation and Feature Structure Fusion for MCI and AD Classification
por: Jiao, Zhuqing, et al.
Publicado: (2022)

Image-Enhanced Endoscopy for Diagnosis and Treatment of Gastrointestinal Tumor
por: Wiwanitkit, Viroj
Publicado: (2013)

Highlighting the Undetectable — Fluorescence Molecular Imaging in Gastrointestinal Endoscopy
por: Stibbe, Judith A., et al.
Publicado: (2022)

Multiscale High-Level Feature Fusion for Histopathological Image Classification
por: Lai, ZhiFei, et al.
Publicado: (2017)

Alzheimer's Disease Classification Based on Image Transformation and Features Fusion
por: Jia, Hongfei, et al.
Publicado: (2021)

Double-branch feature fusion transformer for hyperspectral image classification
por: Dang, Lanxue, et al.
Publicado: (2023)

A Feature Fusion Method with Guided Training for Classification Tasks
por: Zhang, Taohong, et al.
Publicado: (2021)

Cryotherapy in gastrointestinal endoscopy
por: Parsi, Mansour A., et al.
Publicado: (2017)

Ergonomics of gastrointestinal endoscopies: Musculoskeletal injury among endoscopy physicians, nurses, and technicians
por: Shah, Samana Zainab, et al.
Publicado: (2022)

Multi-Task Classification and Segmentation for Explicable Capsule Endoscopy Diagnostics
por: Kong, Zishang, et al.
Publicado: (2021)

A Precise Multi-Exposure Image Fusion Method Based on Low-level Features
por: Qi, Guanqiu, et al.
Publicado: (2020)

Underwater image quality assessment method based on color space multi-feature fusion
por: Chen, Tianhai, et al.
Publicado: (2023)

A Hyperspectral Image Classification Approach Based on Feature Fusion and Multi-Layered Gradient Boosting Decision Trees
por: Xu, Shenyuan, et al.
Publicado: (2020)

Multi-Class Classification of Breast Cancer Using 6B-Net with Deep Feature Fusion and Selection Method
por: Umer, Muhammad Junaid, et al.
Publicado: (2022)

Practical gastrointestinal endoscopy : the fundamentals /
por: Cotton, Peter B.
Publicado: (2003)

Multi-Filter Clustering Fusion for Feature Selection in Rotating Machinery Fault Classification
por: Mochammad, Solichin, et al.
Publicado: (2022)

Clinical Endoscopy as One of Leading Journals in Gastrointestinal Endoscopy
por: Kwon, Kwang An, et al.
Publicado: (2015)

Risk Management for Gastrointestinal Endoscopy in Elderly Patients: Questionnaire for Patients Undergoing Gastrointestinal Endoscopy
por: Umegaki, Eiji, et al.
Publicado: (2010)

Is Image-Enhanced Endoscopy Useful for the Diagnosis and Treatment of Gastrointestinal Tumor?
por: Kim, Kyoung Oh, et al.
Publicado: (2013)

Image-Enhanced Endoscopy in Lower Gastrointestinal Diseases: Present and Future
por: Lee, Han Hee, et al.
Publicado: (2018)

Crop classification in high-resolution remote sensing images based on multi-scale feature fusion semantic segmentation model
por: Lu, Tingyu, et al.
Publicado: (2023)

GASTROINTESTINAL ENDOSCOPY. AN INTRODUCTION FOR ASSISTANTS
Publicado: (1980)

Autofluorescence endoscopy for the gastrointestinal tract
por: Tajiri, Hisao
Publicado: (2007)

Sedation Regimens for Gastrointestinal Endoscopy
por: Moon, Sung-Hoon
Publicado: (2014)

Advances in upper gastrointestinal endoscopy
por: Graham, David G., et al.
Publicado: (2015)

Updates on the Sedation for Gastrointestinal Endoscopy
por: Lee, Jun Kyu, et al.
Publicado: (2019)

Artificial Intelligence in Gastrointestinal Endoscopy
por: Abadir, Alexander P., et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_vqc44n97q8ctdo6npbc001f25d