Research graph
References from Predictors of Preschool Neurodevelopmental Outcomes and Trajectories in a South African Birth Cohort. Local targets link to admitted publications; unresolved targets remain external evidence.
Early childhood development coming of age: science through the life course
10.1016/s0140-6736(16)31389-7 · 2017 · External reference
The Cellular and Molecular Landscapes of the Developing Human Central Nervous System
10.1016/j.neuron.2015.12.008 · 2016 · External reference
Risk and protective factors for child development: An observational South African birth cohort
10.1371/journal.pmed.1002920 · 2019 · External reference
Environmental and Cognitive Enrichment in Childhood as Protective Factors in the Adult and Aging Brain
10.3389/fpsyg.2020.01814 · 2020 · External reference
Protective Factors Modulate the Risk of Beta Amyloid in Alzheimer's Disease
10.1155/2020/7029642 · 2020 · External reference
Risk and protective factors for mental health problems in preschool-aged children: cross-sectional results of the BELLA preschool study
10.1186/s13034-017-0149-4 · 2017 · External reference
Unresolved reference
2020 · External reference
The association of prenatal alcohol exposure on the cognitive abilities and behaviour profiles of 4-year-old children: a prospective cohort study
10.1111/1471-0528.15947 · 2019 · External reference
Prenatal and concurrent cocaine, alcohol, marijuana, and tobacco effects on adolescent cognition and attention
10.1016/j.drugalcdep.2018.06.022 · 2018 · External reference
Community Violence Exposure and School Functioning in Youth: Cross-Country and Gender Perspectives
10.3389/fpubh.2021.692402 · 2021 · External reference
Violence Exposure and the Development of School-Related Functioning: Mental Health, Neurocognition, and Learning
10.1016/j.avb.2011.10.001 · 2012 · External reference
Emotional and behavioral problems among children and adolescents in a residential care institution in Colombo, Sri Lanka – Implications for service delivery
10.1016/j.ajp.2022.103193 · 2022 · External reference
10.1016/j.bbi.2020.08.021
10.1016/j.bbi.2020.08.021 · 2021 · External reference
Neurodevelopment of HIV-exposed uninfected children in South Africa: outcomes from an observational birth cohort study
10.1016/s2352-4642(19)30250-0 · 2019 · External reference
Early-childhood cytomegalovirus infection and children's neurocognitive development
10.1093/ije/dyaa232 · 2021 · External reference
Communicative Environmental Factors Including Maternal Depression and Media Usage Patterns on Early Language Development
10.1007/s10995-021-03125-3 · 2021 · External reference
Development of language and arithmetic skills: risk and protective factors. Comparative cross-sectional study
10.1590/1516-3180.2020.0280.r1.10122020 · 2021 · External reference
Neonatal Adverse Outcomes, Neonatal Birth Risks, and Socioeconomic Status: Combined Influence on Preterm Infants’ Cognitive, Language, and Motor Development in Brazil
10.1177/0883073820946206 · 2020 · External reference
Associations of biological factors and affordances in the home with infant motor development
10.1111/ped.12042 · 2013 · External reference
Maternal psychosocial risk factors and child gestational epigenetic age in a South African birth cohort study
10.1038/s41398-021-01434-3 · 2021 · External reference
Breastfeeding and Active Bonding Protects against Children’s Internalizing Behavior Problems
10.3390/nu6010076 · 2014 · External reference
Meta Analysis: Effect of Exclusive Breastfeeding on Child’s Development
10.26911/thejmch.2024.09.01.05 · 2024 · External reference
Associations between breastfeeding and cognitive function in children from early childhood to school age: a prospective birth cohort study
10.1186/s13006-020-00326-4 · 2020 · External reference
The next 1000 days: building on early investments for the health and development of young children
10.1016/s0140-6736(24)01389-8 · 2024 · External reference
Cognitive and motor development in preterm children from 6 to 36 months of age: Trajectories, risk factors and predictability
10.1016/j.earlhumdev.2022.105634 · 2022 · External reference
Gross Motor Trajectories During the First Year of Life for Preterm Infants With Very Low Birth Weight
10.1093/ptj/pzx007 · 2017 · External reference
Identification of neurodevelopmental trajectories in infancy and of risk factors affecting deviant development: a longitudinal birth cohort study
10.1093/ije/dyv363 · 2016 · External reference
Brazilian infant motor and cognitive development: Longitudinal influence of risk factors
10.1111/ped.13021 · 2016 · External reference
Application of machine learning in early childhood development research: a scoping review
10.1136/bmjopen-2025-100358 · 2025 · External reference
Predicting low cognitive ability at age 5: feature selection using machine learning methods and birth cohort data
10.3389/ijph.2022.1605047 · 2022 · External reference
Predicting low cognitive ability at age 5 years using perinatal data and machine learning
10.1038/s41390-023-02914-6 · 2024 · External reference
Using random forest to identify longitudinal predictors of health in a 30-year cohort study
10.1038/s41598-022-14632-w · 2022 · External reference
Using machine learning to investigate the influence of the prenatal chemical exposome on neurodevelopment of young children
10.1016/j.neuro.2025.04.001 · 2025 · External reference
Artificial intelligence in clinical medicine: catalyzing a sustainable global healthcare paradigm
10.3389/frai.2023.1227091 · 2023 · External reference
Developmental potential in the first 5 years for children in developing countries
10.1016/s0140-6736(07)60032-4 · 2007 · External reference
Child development: risk factors for adverse outcomes in developing countries
10.1016/s0140-6736(07)60076-2 · 2007 · External reference
Investigating the early-life determinants of illness in Africa: the Drakenstein Child Health Study
10.1136/thoraxjnl-2014-206242 · 2015 · External reference
Investigating the psychosocial determinants of child health in Africa: The Drakenstein Child Health Study
10.1016/j.jneumeth.2015.03.016 · 2015 · External reference
Perinatal depression among mothers in a South African birth cohort study: Trajectories from pregnancy to 18 months postpartum
10.1016/j.jad.2019.08.052 · 2019 · External reference
Maltreatment in childhood and intimate partner violence: A latent class growth analysis in a South African pregnancy cohort
10.1016/j.chiabu.2018.08.020 · 2018 · External reference
Drakenstein Child Health Study (DCHS): investigating determinants of early child development and cognition
10.1136/bmjpo-2018-000282 · 2018 · External reference
Unresolved reference
2024 · External reference
Unresolved reference
2004 · External reference
Unresolved reference
External reference
Towards integrated early childhood development
2025 · External reference
Assessing Dexterity Function: A Comparison of Two Alternatives for the NIH Toolbox
10.1016/j.jht.2011.05.001 · 2011 · External reference
Fine motor skills in South African children with symptoms of ADHD: influence of subtype, gender, age, and hand dominance
10.1186/1744-9081-2-33 · 2006 · External reference
Building Predictive Models in R Using the caret Package
10.18637/jss.v028.i05 · 2008 · External reference
Unresolved reference
External reference
PTSD symptoms in young children exposed to intimate partner violence
10.1177/1077801213476458 · 2013 · External reference
Language outcomes of preschool children who are HIV-exposed uninfected: An analysis of a South African cohort
10.1371/journal.pone.0297471 · 2024 · External reference
Association of in utero HIV exposure with child brain structure and language development: a South African birth cohort study
10.1186/s12916-024-03282-6 · 2024 · External reference
Early neurodevelopment of HIV-exposed uninfected children in the era of antiretroviral therapy: a systematic review and meta-analysis
10.1016/s2352-4642(22)00071-2 · 2022 · External reference
Early life risk factors of motor, cognitive and language development: a pooled analysis of studies from low/middle-income countries
10.1136/bmjopen-2018-026449 · 2019 · External reference
Early Childhood Developmental Status in Low- and Middle-Income Countries: National, Regional, and Global Prevalence Estimates Using Predictive Modeling
10.1371/journal.pmed.1002034 · 2016 · External reference
Exposure to Violence and Mental Health Outcomes Among Pre-schoolers in a South African Birth Cohort
10.1007/s10802-024-01211-y · 2024 · External reference
Gene expression in cord blood links genetic risk for neurodevelopmental disorders with maternal psychological distress and adverse childhood outcomes
10.1016/j.bbi.2018.05.016 · 2018 · External reference
Sex: A Significant Risk Factor for Neurodevelopmental and Neurodegenerative Disorders
10.3390/brainsci8080154 · 2018 · External reference
Nurturing care: promoting early childhood development
10.1016/s0140-6736(16)31390-3 · 2017 · External reference
Exposure to Violence and Mental Health Outcomes Among Pre-schoolers in a South African Birth Cohort
10.1007/s10802-024-01211-y · ExternalCitation · doi-reference
Communicative Environmental Factors Including Maternal Depression and Media Usage Patterns on Early Language Development
10.1007/s10995-021-03125-3 · ExternalCitation · doi-reference
Emotional and behavioral problems among children and adolescents in a residential care institution in Colombo, Sri Lanka – Implications for service delivery
10.1016/j.ajp.2022.103193 · ExternalCitation · doi-reference
Violence Exposure and the Development of School-Related Functioning: Mental Health, Neurocognition, and Learning
10.1016/j.avb.2011.10.001 · ExternalCitation · doi-reference
Gene expression in cord blood links genetic risk for neurodevelopmental disorders with maternal psychological distress and adverse childhood outcomes
10.1016/j.bbi.2018.05.016 · ExternalCitation · doi-reference
10.1016/j.bbi.2020.08.021
10.1016/j.bbi.2020.08.021 · ExternalCitation · doi-reference
Maltreatment in childhood and intimate partner violence: A latent class growth analysis in a South African pregnancy cohort
10.1016/j.chiabu.2018.08.020 · ExternalCitation · doi-reference
Prenatal and concurrent cocaine, alcohol, marijuana, and tobacco effects on adolescent cognition and attention
10.1016/j.drugalcdep.2018.06.022 · ExternalCitation · doi-reference
Cognitive and motor development in preterm children from 6 to 36 months of age: Trajectories, risk factors and predictability
10.1016/j.earlhumdev.2022.105634 · ExternalCitation · doi-reference
Perinatal depression among mothers in a South African birth cohort study: Trajectories from pregnancy to 18 months postpartum
10.1016/j.jad.2019.08.052 · ExternalCitation · doi-reference
Assessing Dexterity Function: A Comparison of Two Alternatives for the NIH Toolbox
10.1016/j.jht.2011.05.001 · ExternalCitation · doi-reference
Investigating the psychosocial determinants of child health in Africa: The Drakenstein Child Health Study
10.1016/j.jneumeth.2015.03.016 · ExternalCitation · doi-reference
Using machine learning to investigate the influence of the prenatal chemical exposome on neurodevelopment of young children
10.1016/j.neuro.2025.04.001 · ExternalCitation · doi-reference
The Cellular and Molecular Landscapes of the Developing Human Central Nervous System
10.1016/j.neuron.2015.12.008 · ExternalCitation · doi-reference
Developmental potential in the first 5 years for children in developing countries
10.1016/s0140-6736(07)60032-4 · ExternalCitation · doi-reference
Child development: risk factors for adverse outcomes in developing countries
10.1016/s0140-6736(07)60076-2 · ExternalCitation · doi-reference
Early childhood development coming of age: science through the life course
10.1016/s0140-6736(16)31389-7 · ExternalCitation · doi-reference
Nurturing care: promoting early childhood development
10.1016/s0140-6736(16)31390-3 · ExternalCitation · doi-reference
The next 1000 days: building on early investments for the health and development of young children
10.1016/s0140-6736(24)01389-8 · ExternalCitation · doi-reference
Neurodevelopment of HIV-exposed uninfected children in South Africa: outcomes from an observational birth cohort study
10.1016/s2352-4642(19)30250-0 · ExternalCitation · doi-reference
Early neurodevelopment of HIV-exposed uninfected children in the era of antiretroviral therapy: a systematic review and meta-analysis
10.1016/s2352-4642(22)00071-2 · ExternalCitation · doi-reference
Predicting low cognitive ability at age 5 years using perinatal data and machine learning
10.1038/s41390-023-02914-6 · ExternalCitation · doi-reference
Maternal psychosocial risk factors and child gestational epigenetic age in a South African birth cohort study
10.1038/s41398-021-01434-3 · ExternalCitation · doi-reference
Using random forest to identify longitudinal predictors of health in a 30-year cohort study
10.1038/s41598-022-14632-w · ExternalCitation · doi-reference
Early-childhood cytomegalovirus infection and children's neurocognitive development
10.1093/ije/dyaa232 · ExternalCitation · doi-reference
Identification of neurodevelopmental trajectories in infancy and of risk factors affecting deviant development: a longitudinal birth cohort study
10.1093/ije/dyv363 · ExternalCitation · doi-reference
Gross Motor Trajectories During the First Year of Life for Preterm Infants With Very Low Birth Weight
10.1093/ptj/pzx007 · ExternalCitation · doi-reference
The association of prenatal alcohol exposure on the cognitive abilities and behaviour profiles of 4-year-old children: a prospective cohort study
10.1111/1471-0528.15947 · ExternalCitation · doi-reference
Associations of biological factors and affordances in the home with infant motor development
10.1111/ped.12042 · ExternalCitation · doi-reference
Brazilian infant motor and cognitive development: Longitudinal influence of risk factors
10.1111/ped.13021 · ExternalCitation · doi-reference
Early life risk factors of motor, cognitive and language development: a pooled analysis of studies from low/middle-income countries
10.1136/bmjopen-2018-026449 · ExternalCitation · doi-reference
Application of machine learning in early childhood development research: a scoping review
10.1136/bmjopen-2025-100358 · ExternalCitation · doi-reference
Drakenstein Child Health Study (DCHS): investigating determinants of early child development and cognition
10.1136/bmjpo-2018-000282 · ExternalCitation · doi-reference
Investigating the early-life determinants of illness in Africa: the Drakenstein Child Health Study
10.1136/thoraxjnl-2014-206242 · ExternalCitation · doi-reference
Protective Factors Modulate the Risk of Beta Amyloid in Alzheimer's Disease
10.1155/2020/7029642 · ExternalCitation · doi-reference
Neonatal Adverse Outcomes, Neonatal Birth Risks, and Socioeconomic Status: Combined Influence on Preterm Infants’ Cognitive, Language, and Motor Development in Brazil
10.1177/0883073820946206 · ExternalCitation · doi-reference
PTSD symptoms in young children exposed to intimate partner violence
10.1177/1077801213476458 · ExternalCitation · doi-reference
Fine motor skills in South African children with symptoms of ADHD: influence of subtype, gender, age, and hand dominance
10.1186/1744-9081-2-33 · ExternalCitation · doi-reference
Association of in utero HIV exposure with child brain structure and language development: a South African birth cohort study
10.1186/s12916-024-03282-6 · ExternalCitation · doi-reference
Associations between breastfeeding and cognitive function in children from early childhood to school age: a prospective birth cohort study
10.1186/s13006-020-00326-4 · ExternalCitation · doi-reference
Risk and protective factors for mental health problems in preschool-aged children: cross-sectional results of the BELLA preschool study
10.1186/s13034-017-0149-4 · ExternalCitation · doi-reference
Early Childhood Developmental Status in Low- and Middle-Income Countries: National, Regional, and Global Prevalence Estimates Using Predictive Modeling
10.1371/journal.pmed.1002034 · ExternalCitation · doi-reference
Risk and protective factors for child development: An observational South African birth cohort
10.1371/journal.pmed.1002920 · ExternalCitation · doi-reference
Language outcomes of preschool children who are HIV-exposed uninfected: An analysis of a South African cohort
10.1371/journal.pone.0297471 · ExternalCitation · doi-reference
Development of language and arithmetic skills: risk and protective factors. Comparative cross-sectional study
10.1590/1516-3180.2020.0280.r1.10122020 · ExternalCitation · doi-reference
Building Predictive Models in R Using the caret Package
10.18637/jss.v028.i05 · ExternalCitation · doi-reference
Meta Analysis: Effect of Exclusive Breastfeeding on Child’s Development
10.26911/thejmch.2024.09.01.05 · ExternalCitation · doi-reference
Environmental and Cognitive Enrichment in Childhood as Protective Factors in the Adult and Aging Brain
10.3389/fpsyg.2020.01814 · ExternalCitation · doi-reference
Community Violence Exposure and School Functioning in Youth: Cross-Country and Gender Perspectives
10.3389/fpubh.2021.692402 · ExternalCitation · doi-reference
Artificial intelligence in clinical medicine: catalyzing a sustainable global healthcare paradigm
10.3389/frai.2023.1227091 · ExternalCitation · doi-reference
Predicting low cognitive ability at age 5: feature selection using machine learning methods and birth cohort data
10.3389/ijph.2022.1605047 · ExternalCitation · doi-reference
Sex: A Significant Risk Factor for Neurodevelopmental and Neurodegenerative Disorders
10.3390/brainsci8080154 · ExternalCitation · doi-reference
Breastfeeding and Active Bonding Protects against Children’s Internalizing Behavior Problems
10.3390/nu6010076 · ExternalCitation · doi-reference
