Cargando…

Classification of Cardiotocography Based on the Apriori Algorithm and Multi-Model Ensemble Classifier

Cardiotocography (CTG) recorded fetal heart rate and its temporal relationship with uterine contractions. CTG intelligent classification plays an important role in evaluating fetal health and protecting fetal normal growth and development throughout pregnancy. At the feature selection level, this st...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chen, Meng, Yin, Zhixiang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Cell and Developmental Biology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9130474/ https://www.ncbi.nlm.nih.gov/pubmed/35646917 http://dx.doi.org/10.3389/fcell.2022.888859

Ejemplares similares

resVAE ensemble: Unsupervised identification of gene sets in multi-modal single-cell sequencing data using deep ensembles
por: Ten, Foo Wei, et al.
Publicado: (2023)

A hybrid stacked ensemble and Kernel SHAP-based model for intelligent cardiotocography classification and interpretability
por: Feng, Junyuan, et al.
Publicado: (2023)

Using The Apriori Algorithm To Classify The Care Needs Of Patients With Different Types Of Dementia
por: Jhang, Kai-Ming, et al.
Publicado: (2019)

pSuc-FFSEA: Predicting Lysine Succinylation Sites in Proteins Based on Feature Fusion and Stacking Ensemble Algorithm
por: Jia, Jianhua, et al.
Publicado: (2022)

The Design and Implementation of Cardiotocography Signals Classification Algorithm Based on Neural Network
por: Tang, Haijing, et al.
Publicado: (2018)

AI-Model for Identifying Pathologic Myopia Based on Deep Learning Algorithms of Myopic Maculopathy Classification and “Plus” Lesion Detection in Fundus Images
por: Lu, Li, et al.
Publicado: (2021)

HFS-SLPEE: A Novel Hierarchical Feature Selection and Second Learning Probability Error Ensemble Model for Precision Cancer Diagnosis
por: Meng, Yajie, et al.
Publicado: (2021)

A Novel Classifier Based on Urinary Proteomics for Distinguishing Between Benign and Malignant Ovarian Tumors
por: Ni, Maowei, et al.
Publicado: (2021)

Application of Apriori Improvement Algorithm in Asthma Case Data Mining
por: Zheng, Yi, et al.
Publicado: (2021)

Early Diagnosis and Classification of Fetal Health Status from a Fetal Cardiotocography Dataset Using Ensemble Learning
por: Kuzu, Adem, et al.
Publicado: (2023)

Machine Learning Model for Classifying the Results of Fetal Cardiotocography Conducted in High-Risk Pregnancies
por: Park, Tae Jun, et al.
Publicado: (2022)

Classification of Osteosarcoma Based on Immunogenomic Profiling
por: Wang, Xinwen, et al.
Publicado: (2021)

Development and Validation of a Combined Ferroptosis and Immune Prognostic Classifier for Hepatocellular Carcinoma
por: Liu, Yang, et al.
Publicado: (2020)

New FIGO and Swedish intrapartum cardiotocography classification systems incorporated in the fetal ECG ST analysis (STAN) interpretation algorithm: agreements and discrepancies in cardiotocography classification and evaluation of significant ST events
por: Olofsson, Per, et al.
Publicado: (2018)

Advances in artificial intelligence models and algorithms in the field of optometry
por: Wang, Suyu, et al.
Publicado: (2023)

Postnatal Developmental Expression Profile Classifies the Indusium Griseum as a Distinct Subfield of the Hippocampal Formation
por: Sanders, Marie, et al.
Publicado: (2021)

BOW-GBDT: A GBDT Classifier Combining With Artificial Neural Network for Identifying GPCR–Drug Interaction Based on Wordbook Learning From Sequences
por: Qiu, Wangren, et al.
Publicado: (2021)

A brain-region-based meta-analysis method utilizing the Apriori algorithm
por: Niu, Zhendong, et al.
Publicado: (2016)

Integrative Analysis Revealed Stemness Features and a Novel Stemness-Related Classification in Colorectal Cancer Patients
por: Ye, Meng-Ling, et al.
Publicado: (2022)

Corrigendum: Postnatal Developmental Expression Profile Classifies the Indusium Griseum as a Distinct Subfield of the Hippocampal Formation
por: Sanders, Marie, et al.
Publicado: (2022)

Identification and validation of a novel HOX-related classifier signature for predicting prognosis and immune microenvironment in pediatric gliomas
por: Zhang, Jiao, et al.
Publicado: (2023)

Deep Learning-Based Morphological Classification of Endoplasmic Reticulum Under Stress
por: Guo, Yuanhao, et al.
Publicado: (2022)

GACEM: Genetic Algorithm Based Classifier Ensemble in a Multi-sensor System
por: Xu, Rongwu, et al.
Publicado: (2008)

Analyzing Subway Operation Accidents Causations: Apriori Algorithm and Network Approaches
por: Deng, Yongliang, et al.
Publicado: (2023)

Classification of Estrogen Receptor-Positive Breast Cancer Based on Immunogenomic Profiling and Validation at Single-Cell Resolution
por: Ma, Xianxiong, et al.
Publicado: (2021)

Multi-scale models of whole cells: progress and challenges
por: Georgouli, Konstantia, et al.
Publicado: (2023)

A multi-objective gene clustering algorithm guided by apriori biological knowledge with intensification and diversification strategies
por: Parraga-Alava, Jorge, et al.
Publicado: (2018)

Using the Apriori Algorithm to Explore Caregivers’ Depression by the Combination of the Patients with Dementia and Their Caregivers
por: Chang, Cheng-Chen, et al.
Publicado: (2021)

Multi-Omics Signatures Identification for LUAD Prognosis Prediction Model Based on the Integrative Analysis of Immune and Hypoxia Signals
por: Lou, Yuqing, et al.
Publicado: (2022)

Mathematical algorithm–based identification of the functional components and mechanisms in depression treatment: An example of Danggui-Shaoyao-San
por: Gong, Wenxia, et al.
Publicado: (2022)

Molecular Classification of Knee Osteoarthritis
por: Lv, Zhongyang, et al.
Publicado: (2021)

Multi-Omics Prognostic Signatures Based on Lipid Metabolism for Colorectal Cancer
por: Sun, YuanLin, et al.
Publicado: (2022)

DNA Methylation Data-Based Classification and Identification of Prognostic Signature of Children With Wilms Tumor
por: Tang, Fucai, et al.
Publicado: (2021)

An Optical Coherence Tomography-Based Deep Learning Algorithm for Visual Acuity Prediction of Highly Myopic Eyes After Cataract Surgery
por: Wei, Ling, et al.
Publicado: (2021)

Glucose Availability Alters Gene and Protein Expression of Several Newly Classified and Putative Solute Carriers in Mice Cortex Cell Culture and D. melanogaster
por: Ceder, Mikaela M., et al.
Publicado: (2020)

Multi-Omics Uncover Neonatal Cecal Cell Development Potentials
por: Chen, Liang, et al.
Publicado: (2022)

Development and Validation of a Novel DNA Methylation-Driven Gene Based Molecular Classification and Predictive Model for Overall Survival and Immunotherapy Response in Patients With Glioblastoma: A Multiomic Analysis
por: Wang, Zihao, et al.
Publicado: (2020)

Establishment of a Prognostic Signature of Stromal/Immune-Related Genes for Gastric Adenocarcinoma Based on ESTIMATE Algorithm
por: Yu, Shan, et al.
Publicado: (2021)

Generation and Staging of Human Retinal Organoids Based on Self-Formed Ectodermal Autonomous Multi-Zone System
por: Li, Jinyan, et al.
Publicado: (2021)

Editorial: Pathogenic mechanisms in neurodevelopmental disorders: advances in cellular models and multi-omics approaches
por: Hollstein, R., et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_7a2ppc62mehuqcp9a467j7obki