Cargando…

Hybrid Deep Learning Model for Endoscopic Lesion Detection and Classification Using Endoscopy Videos

In medical imaging, the detection and classification of stomach diseases are challenging due to the resemblance of different symptoms, image contrast, and complex background. Computer-aided diagnosis (CAD) plays a vital role in the medical imaging field, allowing accurate results to be obtained in m...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ayyaz, M Shahbaz, Lali, Muhammad Ikram Ullah, Hussain, Mubbashar, Rauf, Hafiz Tayyab, Alouffi, Bader, Alyami, Hashem, Wasti, Shahbaz
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8775223/ https://www.ncbi.nlm.nih.gov/pubmed/35054210 http://dx.doi.org/10.3390/diagnostics12010043

Ejemplares similares

AI-Driven Framework for Recognition of Guava Plant Diseases through Machine Learning from DSLR Camera Sensor Based High Resolution Imagery
por: Almadhor, Ahmad, et al.
Publicado: (2021)

A quantization assisted U-Net study with ICA and deep features fusion for breast cancer identification using ultrasonic data
por: Meraj, Talha, et al.
Publicado: (2021)

A citrus fruits and leaves dataset for detection and classification of citrus diseases through machine learning
por: Rauf, Hafiz Tayyab, et al.
Publicado: (2019)

Predicting Thalassemia Using Feature Selection Techniques: A Comparative Analysis
por: Saleem, Muniba, et al.
Publicado: (2023)

Breast lesions classifications of mammographic images using a deep convolutional neural network-based approach
por: Mahmood, Tariq, et al.
Publicado: (2022)

Intelligent scaling for 6G IoE services for resource provisioning
por: Alharbi, Abdullah, et al.
Publicado: (2021)

A Performance Comparison of Unsupervised Techniques for Event Detection from Oscar Tweets
por: Malik, Muzamil, et al.
Publicado: (2022)

Time series forecasting of COVID-19 transmission in Asia Pacific countries using deep neural networks
por: Rauf, Hafiz Tayyab, et al.
Publicado: (2021)

Fish-Pak: Fish species dataset from Pakistan for visual features based classification
por: Shah, Syed Zakir Hussain, et al.
Publicado: (2019)

Experimental data for computing semantic similarity between concepts using multiple inheritances in Wikipedia category graph
por: Hussain, Muhammad Jawad, et al.
Publicado: (2020)

Design of Metaheuristic Optimization-Based Vascular Segmentation Techniques for Photoacoustic Images
por: Vaiyapuri, Thavavel, et al.
Publicado: (2022)

Automatic Detection and Classification of Cardiovascular Disorders Using Phonocardiogram and Convolutional Vision Transformers
por: Abbas, Qaisar, et al.
Publicado: (2022)

Breast Cancer Mammograms Classification Using Deep Neural Network and Entropy-Controlled Whale Optimization Algorithm
por: Zahoor, Saliha, et al.
Publicado: (2022)

Endoscopic severity and classification of lesions with pan-enteric capsule endoscopy and ileocolonoscopy in ileocolonic Crohn’s disease
por: Brodersen, Jacob Broder, et al.
Publicado: (2023)

A Formal Model for Semantic Computing Based on Generalized Probabilistic Automata
por: Huang, Guangjian, et al.
Publicado: (2019)

AI-driven deep CNN approach for multi-label pathology classification using chest X-Rays
por: Albahli, Saleh, et al.
Publicado: (2021)

Classification of Brain Tumor from Magnetic Resonance Imaging Using Vision Transformers Ensembling
por: Tummala, Sudhakar, et al.
Publicado: (2022)

An Explainable Classification Method Based on Complex Scaling in Histopathology Images for Lung and Colon Cancer
por: Tummala, Sudhakar, et al.
Publicado: (2023)

Novel polyaniline–polyethersulfone nanofiltration membranes: effect of in situ polymerization time on structure and desalination performance
por: Butt, Ayyaz Shahbaz, et al.
Publicado: (2022)

Deep Learning and Minimally Invasive Endoscopy: Automatic Classification of Pleomorphic Gastric Lesions in Capsule Endoscopy
por: Mascarenhas, Miguel, et al.
Publicado: (2023)

Video capsule endoscopy completion and total transit times are similar with oral or endoscopic delivery
por: Stanich, Peter P., et al.
Publicado: (2016)

Abnormal Respiratory Sounds Classification Using Deep CNN Through Artificial Noise Addition
por: Zulfiqar, Rizwana, et al.
Publicado: (2021)

Towards an effective model for lung disease classification: Using Dense Capsule Nets for early classification of lung diseases
por: Karim, Faizan, et al.
Publicado: (2022)

Contraindications for video capsule endoscopy
por: Bandorski, Dirk, et al.
Publicado: (2016)

Video Capsule Endoscopy in Gastroenterology
por: Ahmed, Monjur
Publicado: (2022)

Use of video capsule endoscopy to identify gastrointestinal lesions in dogs with microcytosis or gastrointestinal hemorrhage
por: Mabry, Kasey, et al.
Publicado: (2019)

Stress-Relieving Video Game and Its Effects: A POMS Case Study
por: Ajmal, Abdullah, et al.
Publicado: (2022)

Dilated Semantic Segmentation for Breast Ultrasonic Lesion Detection Using Parallel Feature Fusion
por: Irfan, Rizwana, et al.
Publicado: (2021)

Artificial Intelligence-Based Classification of Multiple Gastrointestinal Diseases Using Endoscopy Videos for Clinical Diagnosis
por: Owais, Muhammad, et al.
Publicado: (2019)

An Actively Bleeding Lesion in Video Capsule Endoscopy Study as a Source of Occult Gastrointestinal Bleeding
por: Yaghoobi, Mohammad, et al.
Publicado: (2019)

Long-term follow up of patients with obscure gastrointestinal bleeding examined with video capsule endoscopy
por: Sealock, Robert J., et al.
Publicado: (2018)

Endoscopic closure using an over‐the‐scope clip for pancreatobiliary endoscopy‐related large gastrointestinal perforation (with video)
por: Fujita, Akashi, et al.
Publicado: (2021)

Development of mental health services in Pakistan
por: Mubbashar, Malik Hussain
Publicado: (2003)

CAD-ALZ: A Blockwise Fine-Tuning Strategy on Convolutional Model and Random Forest Classifier for Recognition of Multistage Alzheimer’s Disease
por: Abbas, Qaisar, et al.
Publicado: (2023)

Training in Endoscopy: Endoscopic Ultrasound
por: Cho, Chang Min
Publicado: (2017)

Skin Lesion Analysis and Cancer Detection Based on Machine/Deep Learning Techniques: A Comprehensive Survey
por: Zafar, Mehwish, et al.
Publicado: (2023)

Spectrum of HRCT Scan Chest Findings in COVID-19 Patients as Categorized by Modified CO-RADS Classification
por: Tabassum, Sumera, et al.
Publicado: (2022)

Classification of COVID-19 and Influenza Patients Using Deep Learning
por: Aftab, Muhammad, et al.
Publicado: (2022)

Ling classification describes endoscopic progressive process of achalasia and successful peroral endoscopy myotomy prevents endoscopic progression of achalasia
por: Zhang, Wen-Gang, et al.
Publicado: (2017)

Early Prediction of Dementia Using Feature Extraction Battery (FEB) and Optimized Support Vector Machine (SVM) for Classification
por: Javeed, Ashir, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_67ph2bcbeqc1uothq04orpk4vd