Cargando…

A Systematic Review and Meta-analysis of Convolutional Neural Network in the Diagnosis of Colorectal Polyps and Cancer

BACKGROUND/AIMS: Convolutional neural networks are a class of deep neural networks used for different clinical purposes, including improving the detection rate of colorectal lesions. This systematic review and meta-analysis aimed to assess the performance of convolutional neural network–based models...

Descripción completa

Detalles Bibliográficos
Autores principales:	Keshtkar, Kamyab, Reza Safarpour, Ali, Heshmat, Ramin, Sotoudehmanesh, Rasoul, Keshtkar, Abbas
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Turkish Society of Gastroenterology 2023
Materias:	Review
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10645297/ https://www.ncbi.nlm.nih.gov/pubmed/37681266 http://dx.doi.org/10.5152/tjg.2023.22491

Ejemplares similares

Optical diagnosis of colorectal polyps using convolutional neural networks
por: Kader, Rawen, et al.
Publicado: (2021)

Sodium in relation with nonalcoholic fatty liver disease: A systematic review and meta‐analysis of observational studies
por: Shojaei‐Zarghani, Sara, et al.
Publicado: (2022)

Prevalence of sarcopenia in the world: a systematic review and meta- analysis of general population studies
por: Shafiee, Gita, et al.
Publicado: (2017)

Systematic review and meta-analysis of the incidence and prevalence and 30-year trend of inflammatory bowel diseases in Asia: a study protocol
por: Safarpour, Ali Reza, et al.
Publicado: (2019)

Comparison of diagnostic performance between convolutional neural networks and human endoscopists for diagnosis of colorectal polyp: A systematic review and meta-analysis
por: Xu, Yixin, et al.
Publicado: (2021)

Automated endoscopic detection and classification of colorectal polyps using convolutional neural networks
por: Ozawa, Tsuyoshi, et al.
Publicado: (2020)

Ensembles of Convolutional Neural Networks and Transformers for Polyp Segmentation
por: Nanni, Loris, et al.
Publicado: (2023)

The Role of Mitochondrial DNA (mtDNA) in the Development of Diabetic Retinopathy (DR): A Systematic Review
por: Sarhangi, Negar, et al.
Publicado: (2017)

Aminophylline for Prevention and/or Treatment of Post-Dural Puncture Headache: A Systematic Review and Meta-Analysis Study Protocol
por: Safarpour, Ali Reza, et al.
Publicado: (2021)

Real-time gastric polyp detection using convolutional neural networks
por: Zhang, Xu, et al.
Publicado: (2019)

A comparative study on polyp classification using convolutional neural networks
por: Patel, Krushi, et al.
Publicado: (2020)

Appendicular Skeletal Muscle Mass Reference Values and the Peak Muscle Mass to Identify Sarcopenia among Iranian Healthy Population
por: Shafiee, Gita, et al.
Publicado: (2018)

Safety and efficacy of hematopoietic and mesanchymal stem cell therapy for treatment of T1DM: a systematic review and meta-analysis protocol
por: Madani, Sedigheh, et al.
Publicado: (2018)

Meta-analysis of promoter methylation in eight tumor-suppressor genes and its association with the risk of thyroid cancer
por: Khatami, Fatemeh, et al.
Publicado: (2017)

Polyp Segmentation with Fully Convolutional Deep Neural Networks—Extended Evaluation Study †
por: Guo, Yunbo, et al.
Publicado: (2020)

Performance of Convolutional Neural Networks for Polyp Localization on Public Colonoscopy Image Datasets
por: Nogueira-Rodríguez, Alba, et al.
Publicado: (2022)

Effect of FTY720 (fingolimod) on graft survival in renal transplant recipients: a systematic review protocol
por: Gholamnezhadjafari, Reza, et al.
Publicado: (2016)

Prevalence of Malnutrition Among Elderly People in Iran: Protocol for a Systematic Review and Meta-Analysis
por: Khoddam, Homeira, et al.
Publicado: (2019)

Effect of spinal orthoses and postural taping on balance, gait and quality of life in older people with thoracic hyperkyphosis: protocol for a systematic review and meta-analysis
por: Aboutorabi, Atefeh, et al.
Publicado: (2018)

Physical activity equivalent labeling vs. calorie labeling: a systematic review and meta-analysis
por: Seyedhamzeh, Shirin, et al.
Publicado: (2018)

Gallbladder Polyp Classification in Ultrasound Images Using an Ensemble Convolutional Neural Network Model
por: Kim, Taewan, et al.
Publicado: (2021)

Motor control exercise for symptomatic lumbar disc herniation: protocol for a systematic review and meta-analysis
por: Pourahmadi, Mohammad Reza, et al.
Publicado: (2016)

Ambient temperature and cardiovascular mortality: a systematic review and meta-analysis
por: Moghadamnia, Mohammad Taghi, et al.
Publicado: (2017)

Defining loneliness in older adults: protocol for a systematic review
por: Bandari, Razieh, et al.
Publicado: (2019)

An Ensemble-Based Deep Convolutional Neural Network for Computer-Aided Polyps Identification From Colonoscopy
por: Sharma, Pallabi, et al.
Publicado: (2022)

Neural Tube Defects in Native Fars Ethnicity in Northern Iran
por: Golalipour, MJ, et al.
Publicado: (2010)

Association of the CTLA-4 1722TC polymorphism and systemic lupus erythematosus: a systematic review and meta analysis
por: Shojaa, Mahdieh, et al.
Publicado: (2014)

A Convolutional Neural Network for Lentigo Diagnosis
por: Zorgui, Sana, et al.
Publicado: (2020)

Elevated IL-17 and TGF-β Serum Levels: A Positive Correlation between T-helper 17 Cell-Related Pro-Inflammatory Responses with Major Depressive Disorder
por: Davami, Mohammad Hasan, et al.
Publicado: (2016)

Discriminant Analysis Between Myocardial Infarction Patients and Healthy Subjects Using Wavelet Transformed Signal Averaged Electrocardiogram and Probabilistic Neural Network
por: Keshtkar, Ahmad, et al.
Publicado: (2013)

Convolution neural network for the diagnosis of wireless capsule endoscopy: a systematic review and meta-analysis
por: Qin, Kaiwen, et al.
Publicado: (2021)

Predictive value of miR-210 as a novel biomarker for pre-eclampsia: a systematic review protocol
por: Nikuei, Pooneh, et al.
Publicado: (2016)

Computer-aided detection of colorectal polyps using a newly generated deep convolutional neural network: from development to first clinical experience
por: Pfeifer, Lukas, et al.
Publicado: (2021)

Comparing Short Dental Implants to Standard Dental Implants: Protocol for a Systematic Review
por: Rokn, Amir Reza, et al.
Publicado: (2018)

Safety and effectiveness of MRE in comparison with CTE in diagnosis of adult Crohn’s disease
por: Davari, Majid, et al.
Publicado: (2019)

Semantic Segmentation of Gastric Polyps in Endoscopic Images Based on Convolutional Neural Networks and an Integrated Evaluation Approach
por: Yan, Tao, et al.
Publicado: (2023)

The Role of IL-6 for Predicting Neonatal Sepsis: A Systematic Review and Meta-Analysis
por: Shahkar, Lobat, et al.
Publicado: (2011)

CircRNAs in diagnosis, prognosis, and clinicopathological features of multiple myeloma; a systematic review and meta-analysis
por: Mirazimi, Yasin, et al.
Publicado: (2023)

Application of Convolutional Neural Network in the Diagnosis of Jaw Tumors
por: Poedjiastoeti, Wiwiek, et al.
Publicado: (2018)

Protocol for the diagnosis of keratoconus using convolutional neural networks
por: Schatteburg, Jan, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_juml5n39hfu8k5prcalk1qqqp0