Cargando…

Identify Key Determinants of Contraceptive Use for Sexually Active Young People: A Hybrid Ensemble of Machine Learning Methods

Sexually active young people face an increasing public health burden of unintended pregnancies and sexually transmitted diseases due to improper contraception. However, environmental and social factors related to young people’s contraception remain unclear. To identify the key factors, we applied en...

Descripción completa

Detalles Bibliográficos
Autores principales:	Liu, Zongchao, Lin, Zhi, Cao, Wenzhen, Li, Rui, Liu, Lilong, Wu, Hanbin, Tang, Kun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8622295/ https://www.ncbi.nlm.nih.gov/pubmed/34828681 http://dx.doi.org/10.3390/children8110968

Ejemplares similares

Effects of Sibship Size and Birth Order on Sexual and Reproductive Health among Sexually Active Young People in China
por: Yuan, Luoqi, et al.
Publicado: (2022)

Early Sexual Initiation Is Associated with Suicide Attempts among Chinese Young People
por: Ren, Jianing, et al.
Publicado: (2022)

Sexual and Contraceptive Behaviour of Adolescents and Young Adults in Germany
por: Scharmanski, S, et al.
Publicado: (2022)

Changes in contraceptive and sexual behaviours among unmarried young people in Nigeria: Evidence from nationally representative surveys
por: Adedini, Sunday A., et al.
Publicado: (2021)

Young People Awareness of Sexually Transmitted Diseases and Contraception: A Portuguese Population-Based Cross-Sectional Study
por: Silva, Carlos Franclim, et al.
Publicado: (2022)

Ensemble machine learning identifies genetic loci associated with future worsening of disability in people with multiple sclerosis
por: Fuh-Ngwa, Valery, et al.
Publicado: (2022)

An Ensemble Method with Hybrid Features to Identify Extracellular Matrix Proteins
por: Yang, Runtao, et al.
Publicado: (2015)

Actual and preferred contraceptive sources among young people: findings from the British National Survey of Sexual Attitudes and Lifestyles
por: Geary, Rebecca S, et al.
Publicado: (2016)

Contraception and Sexual Life
por: Bird, Geoffrey
Publicado: (1971)

Facilitating Uptake of Post-abortion Contraception for Young People in Kenya
por: Mbehero, Faith, et al.
Publicado: (2022)

Childhood Sexual Violence and Consistent, Effective Contraception Use among Young, Sexually Active Urban Women
por: Nelson, Deborah B., et al.
Publicado: (2015)

Correlates of sexual inactivity and met need for contraceptives among young women in Ghana
por: Atiglo, D. Yaw, et al.
Publicado: (2018)

A Hybrid Feature Selection and Ensemble Approach to Identify Depressed Users in Online Social Media
por: Liu, Jingfang, et al.
Publicado: (2022)

Keeping silent about emergency contraceptives in Addis Ababa: a qualitative study among young people, service providers, and key stakeholders
por: Both, Rosalijn, et al.
Publicado: (2014)

EnsembleCNV: an ensemble machine learning algorithm to identify and genotype copy number variation using SNP array data
por: Zhang, Zhongyang, et al.
Publicado: (2019)

Prevalent and Incident Bacterial Vaginosis Are Associated with Sexual and Contraceptive Behaviours in Young Australian Women
por: Bradshaw, Catriona S., et al.
Publicado: (2013)

Sexual behaviors, contraception use and barriers among adolescents and young adults in rural Haiti
por: Masonbrink, Abbey R., et al.
Publicado: (2023)

IoT-Based Hybrid Ensemble Machine Learning Model for Efficient Diabetes Mellitus Prediction
por: Padhy, Sasmita, et al.
Publicado: (2022)

Ensemble-AHTPpred: A Robust Ensemble Machine Learning Model Integrated With a New Composite Feature for Identifying Antihypertensive Peptides
por: Lertampaiporn, Supatcha, et al.
Publicado: (2022)

Sexuality, Contraception, and Pregnancy in Kidney Transplantation
por: Agarwal, Krishna A., et al.
Publicado: (2021)

Mechanical unfolding of ensemble biomolecular structures by shear force
por: Hu, Changpeng, et al.
Publicado: (2021)

Constraints and prospects for contraceptive service provision to young people in Uganda: providers' perspectives
por: Nalwadda, Gorrette, et al.
Publicado: (2011)

Sexual and contraceptive behaviour of young adults in Germany – Results from KiGGS Wave 2
por: Hintzpeter, Birte, et al.
Publicado: (2022)

A Hybrid Ensemble Approach for Identifying Robust Differentially Methylated Loci in Pan-Cancers
por: Tian, Qi, et al.
Publicado: (2019)

Ensemble machine learning classification of daily living abilities among older people with HIV
por: Paul, Robert, et al.
Publicado: (2021)

Retracted: IoT-Based Hybrid Ensemble Machine Learning Model for Efficient Diabetes Mellitus Prediction
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

A novel hybrid feature selection and ensemble-based machine learning approach for botnet detection
por: Hossain, Md. Alamgir, et al.
Publicado: (2023)

Sexual health of young people with perinatal HIV and HIV negative young people in England
por: Judd, Ali, et al.
Publicado: (2018)

Identifying sexual risk‐taking and ill health in the meeting with young people‐experiences of using an assessment tool
por: Kilander, Helena, et al.
Publicado: (2022)

Religiosity and Young Unmarried Women’s Sexual and Contraceptive Behavior: New Evidence From a Longitudinal Panel of Young Adult Women
por: Brooks, Isabel H. McLoughlin, et al.
Publicado: (2022)

Ensemble Machine Learning: Methods and Applications
por: Zhang, Cha, et al.
Publicado: (2012)

ERICA: sexual initiation and contraception in Brazilian adolescents
por: Borges, Ana Luiza Vilela, et al.
Publicado: (2016)

The Potential of Hormonal Contraception to Influence Female Sexuality
por: de Castro Coelho, Filipa, et al.
Publicado: (2019)

Key health outcomes for children and young people with neurodisability: qualitative research with young people and parents
por: Allard, Amanda, et al.
Publicado: (2014)

Barriers to Sexual Health Services for Young People in Nepal
por: Regmi, Pramod R., et al.
Publicado: (2010)

Chord: an ensemble machine learning algorithm to identify doublets in single-cell RNA sequencing data
por: Xiong, Ke-Xu, et al.
Publicado: (2022)

Identifying Key Predictors of Cognitive Dysfunction in Older People Using Supervised Machine Learning Techniques: Observational Study
por: Rankin, Debbie, et al.
Publicado: (2020)

Support Vector Machine with Ensemble Tree Kernel for Relation Extraction
por: Liu, Xiaoyong, et al.
Publicado: (2016)

Ensemble machine learning cookbook: over 35 practical recipes to explore ensemble machine learning techniques using Python
por: Sarkar, Dipayan, et al.
Publicado: (2019)

Young nursing and medical students’ knowledge and attitudes towards sexuality and contraception in two spanish universities: an inferential study
por: Scarano-Pereira, Juan-Pablo, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_7h8e4qfon384dm82m6a0a2cao4