3D facial images
Three-dimensional (3D) facial images were taken of participants using a 3dMDface system (3dMD Inc., Atlanta, GA, USA) photogrammetric device by trained photographers.
During image capturing, all participants faced towards the middle modular camera unit and had a neutral facial expression with the eyes open. For measurement waves 9-10 and 13-14 years, two types of images were collected: dental (with lips open to show all teeth) and non-dental (with lips closed). At measurement wave 17-18 years, only non-dental 3D images were taken. Non-dental 3D facial images of mothers were taken at the child’s age of nine only, using the same procedure as the child.
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8.7 - 12.5 years From 2012-01-01 to 2016-12-31 12.5 - 16.8 years From 2016-01-01 to 2019-12-31 17.0 - 18.0 years From 2020-10-01 (ongoing) |
Mode of collection | MeasurementsAndTests Anthropometrics/Body measures |
Analysis unit | Individual |
Instrument name | 3D facial images |
Measure name | Facial shape development |
References |
Measure was collected within the following cohort study:
Purpose | The purposes of the Generation R study are to (1) describe normal and abnormal growth, development and health from early fetal life to adulthood in a multi-ethnic population; (2) identify (epi-)genetic, biological, social and environmental determinants of this normal and abnormal growth, development and health; and (3) contribute to the development of strategies for optimizing health and healthcare for pregnant women and children. |
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Time method | Longitudinal |
Universe | Youth, and their parents, from the general population followed since prenatal life until young adulthood, all born in Rotterdam, the Netherlands. |
Measure was collected within the following cohort(s):
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Description | The Generation R Study is a population-based prospective cohort study from fetal life until adulthood. The study is designed to identify early environmental and genetic pathways leading to normal and abnormal growth, development and health. An important focus of Generation R is to identify early life determinants of common (mostly non-communicable) diseases in adulthood. Pregnant women living in the Rotterdam area, the Netherlands, were included between 2002 and 2006. After birth, the children and their parents have been followed in multiple assessment waves up until young adulthood. |
Purpose | The purposes of the Generation R study are to (1) describe normal and abnormal growth, development and health from early fetal life to adulthood in a multi-ethnic population; (2) identify (epi-)genetic, biological, social and environmental determinants of this normal and abnormal growth, development and health; and (3) contribute to the development of strategies for optimizing health and healthcare for pregnant women and children. |
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Country code | NL |
Geographic location | 3010-3070 |
Lowest geographic reference | postal code |
Highest geographic reference | city |
Cohort universe description | Pregnant women living in the Rotterdam area, the Netherlands, were included between 2002 and 2006. After birth, the children and their parents have been followed in multiple assessment waves up until young adulthood. |
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Time method | Longitudinal.CohortEventBased |
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Description | Generation R Next is a population-based prospective cohort study from preconception onwards in Rotterdam, the Netherlands. The Generation R Next Study is designed to identify periconceptional environmental and health determinants that influence embryonic and early fetal development, and the consequences early fetal adaptations for the child’s later life health. Women living in the Rotterdam area, the Netherlands, with the wish to conceive or those who were pregnant at the time, were eligible for enrollment between 2017 and 2021. After birth, the children and their parents have been followed up until age 1 years, with the aim to also collect data at later ages in childhood. |
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Country code | NL |
Geographic location | 3010-3070 |
Lowest geographic reference | postal code |
Highest geographic reference | city |
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Time method | Longitudinal.CohortEventBased |
Measure was collected within the following wave(s):
Wave alternate title |
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Short description of the wave | The 9-10 years wave consisted of parent and child self-reported questionnaires, brain imaging, behavioral assessments, blood samples and anthropometrics measured at a visit to the research center around the age of 10 years (mean age: 9.7 years). |
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(sub) cohort | Generation R: Generation R |
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Start date wave collection | 2012-01-01 |
End date wave collection | 2016-12-31 |
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Description of physical data product | Digital files, biological samples |
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Short description of the wave | The 13-14 years wave consisted of parent and child self-reported questionnaires, brain imaging, behavioral assessments, blood samples and anthropometrics taken during a visit to the research center around the age of 13 years (mean age: 13.6 years). |
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(sub) cohort | Generation R: Generation R |
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Start date wave collection | 2016-01-01 |
End date wave collection | 2019-12-31 |
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Description of physical data product | Digital files, biological samples |
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Short description of the wave | The 17-18 years wave consisted of parent and child self-reported questionnaires, brain imaging, a psychiatric interview, blood samples and anthropometrics taken during a visit to the research center around the age of 18 years. |
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(sub) cohort | Generation R: Generation R |
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Start date wave collection | 2020-10-01 |
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Description of physical data product | Digital files, biological samples |
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author | None |
author_email | None |
creator_user_id | c79f9691-a7b3-4ff2-9bc4-deddfe1e04a3 |
dc_additional_info | During image capturing, all participants faced towards the middle modular camera unit and had a neutral facial expression with the eyes open. For measurement waves 9-10 and 13-14 years, two types of images were collected: dental (with lips open to show all teeth) and non-dental (with lips closed). At measurement wave 17-18 years, only non-dental 3D images were taken. Non-dental 3D facial images of mothers were taken at the child’s age of nine only, using the same procedure as the child. |
dc_analysis_unit | {Individual} |
dc_cohort | GenR |
dc_instrument_name | 3D facial images |
dc_measure_name | Facial shape development |
id | d2ec8996-6aad-493e-b861-10b3e981bb2b |
isopen | False |
license_title | None |
maintainer | None |
maintainer_email | None |
metadata_created | 2024-06-05T15:18:35.274269 |
metadata_modified | 2024-09-19T16:44:14.999664 |
name | 6315589e155823613722ed1f18144d0f |
notes | Three-dimensional (3D) facial images were taken of participants using a 3dMDface system (3dMD Inc., Atlanta, GA, USA) photogrammetric device by trained photographers. |
num_resources | 0 |
num_tags | 0 |
organization | {'id': '1156de4f-1c41-4a84-ae49-288224631562', 'name': 'gen-r', 'title': 'Generation R', 'type': 'organization', 'description': 'The Generation R Study is a population-based prospective cohort study from fetal life until adulthood. The study is designed to identify early environmental and genetic pathways leading to normal and abnormal growth, development and health. An important focus of Generation R is to identify early life determinants of common (mostly non-communicable) diseases in adulthood. Pregnant women living in the Rotterdam area, the Netherlands, were included between 2002 and 2006. After birth, the children and their parents have been followed in multiple assessment waves up until young adulthood.', 'image_url': 'https://data.individualdevelopment.nl/img/logo_genr.png', 'created': '2023-07-19T07:03:36.373415', 'is_organization': True, 'approval_status': 'approved', 'state': 'active'} |
owner_org | 1156de4f-1c41-4a84-ae49-288224631562 |
private | False |
state | active |
title | 3D facial images |
type | measure |
cohort | [{'cohort_alternate_title': ['GenR ', 'Gen-R'], 'cohort_description': 'The Generation R Study is a population-based prospective cohort study from fetal life until adulthood. The study is designed to identify early environmental and genetic pathways leading to normal and abnormal growth, development and health. An important focus of Generation R is to identify early life determinants of common (mostly non-communicable) diseases in adulthood. Pregnant women living in the Rotterdam area, the Netherlands, were included between 2002 and 2006. After birth, the children and their parents have been followed in multiple assessment waves up until young adulthood. 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'https://ror.org/', 'cohort_creator_identifier_schemeuri': 'https://orcid.org/', 'cohort_creator_identifier_type': 'ORCID', 'cohort_creator_pid': '0000-0001-9898-923X'}, {'cohort_creator': 'Nijsten, T.', 'cohort_creator_affiliation': 'Erasmus MC', 'cohort_creator_affiliation_identifier': 'https://ror.org/018906e22', 'cohort_creator_affiliation_identifier_scheme': 'ROR', 'cohort_creator_affiliation_identifier_schemeuri': 'https://ror.org/', 'cohort_creator_identifier_schemeuri': 'https://orcid.org/', 'cohort_creator_identifier_type': 'ORCID', 'cohort_creator_pid': '0000-0001-9940-2875'}, {'cohort_creator': 'Pardo Cortes, L.', 'cohort_creator_affiliation': 'Erasmus MC', 'cohort_creator_affiliation_identifier': 'https://ror.org/018906e22', 'cohort_creator_affiliation_identifier_scheme': 'ROR', 'cohort_creator_affiliation_identifier_schemeuri': 'https://ror.org/', 'cohort_creator_identifier_schemeuri': '', 'cohort_creator_identifier_type': '', 'cohort_creator_pid': ''}, {'cohort_creator': 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'https://ror.org/', 'cohort_creator_identifier_schemeuri': 'https://orcid.org/', 'cohort_creator_identifier_type': 'ORCID', 'cohort_creator_pid': '0000-0001-9435-9441'}, {'cohort_creator': 'van der Schroeff, M.P.', 'cohort_creator_affiliation': 'Erasmus MC', 'cohort_creator_affiliation_identifier': 'https://ror.org/018906e22', 'cohort_creator_affiliation_identifier_scheme': 'ROR', 'cohort_creator_affiliation_identifier_schemeuri': 'https://ror.org/', 'cohort_creator_identifier_schemeuri': 'https://orcid.org/', 'cohort_creator_identifier_type': 'ORCID', 'cohort_creator_pid': '0000-0002-1360-8782'}, {'cohort_creator': 'Steegers, E.A.P.', 'cohort_creator_affiliation': 'Erasmus MC', 'cohort_creator_affiliation_identifier': 'https://ror.org/018906e22', 'cohort_creator_affiliation_identifier_scheme': 'ROR', 'cohort_creator_affiliation_identifier_schemeuri': 'https://ror.org/', 'cohort_creator_identifier_schemeuri': 'https://orcid.org/', 'cohort_creator_identifier_type': 'ORCID', 'cohort_creator_pid': '0000-0001-6658-9274'}, {'cohort_creator': 'Vis, J.Y.', 'cohort_creator_affiliation': 'Erasmus MC', 'cohort_creator_affiliation_identifier': 'https://ror.org/018906e22', 'cohort_creator_affiliation_identifier_scheme': 'ROR', 'cohort_creator_affiliation_identifier_schemeuri': 'https://ror.org/', 'cohort_creator_identifier_schemeuri': '', 'cohort_creator_identifier_type': '', 'cohort_creator_pid': ''}, {'cohort_creator': 'Vernooij, M.', 'cohort_creator_affiliation': 'Erasmus MC', 'cohort_creator_affiliation_identifier': 'https://ror.org/018906e22', 'cohort_creator_affiliation_identifier_scheme': 'ROR', 'cohort_creator_affiliation_identifier_schemeuri': 'https://ror.org/', 'cohort_creator_identifier_schemeuri': 'https://orcid.org/', 'cohort_creator_identifier_type': 'ORCID', 'cohort_creator_pid': '0000-0003-4658-2176'}, {'cohort_creator': 'Voortman, T.', 'cohort_creator_affiliation': 'Erasmus MC', 'cohort_creator_affiliation_identifier': 'https://ror.org/018906e22', 'cohort_creator_affiliation_identifier_scheme': 'ROR', 'cohort_creator_affiliation_identifier_schemeuri': 'https://ror.org/', 'cohort_creator_identifier_schemeuri': 'https://orcid.org/', 'cohort_creator_identifier_type': 'ORCID', 'cohort_creator_pid': '0000-0003-2830-6813'}, {'cohort_creator': 'Wolvius, E.B.', 'cohort_creator_affiliation': 'Erasmus MC', 'cohort_creator_affiliation_identifier': 'https://ror.org/018906e22', 'cohort_creator_affiliation_identifier_scheme': 'ROR', 'cohort_creator_affiliation_identifier_schemeuri': 'https://ror.org/', 'cohort_creator_identifier_schemeuri': 'https://orcid.org/', 'cohort_creator_identifier_type': 'ORCID', 'cohort_creator_pid': '0000-0002-5159-3497'}, {'cohort_creator': 'van Schaik, R.H.N.', 'cohort_creator_affiliation': 'Erasmus MC', 'cohort_creator_affiliation_identifier': 'https://ror.org/018906e22', 'cohort_creator_affiliation_identifier_scheme': 'ROR', 'cohort_creator_affiliation_identifier_schemeuri': 'https://ror.org/', 'cohort_creator_identifier_schemeuri': 'https://orcid.org/', 'cohort_creator_identifier_type': 'ORCID', 'cohort_creator_pid': '0000-0003-1864-2151'}], 'cohort_funding': [{'cohort_funder': 'All funders are listed via the Generation R website', 'cohort_funder_identifier': 'https://generationr.nl/algemeen/donateurs/', 'cohort_funder_identifier_type': 'url'}], 'cohort_publisher': [{'cohort_publisher_identifier': 'https://ror.org/018906e22', 'cohort_publisher_identifier_type': 'ROR', 'cohort_publisher_name': 'Erasmus MC'}]}] |
dc_DOI | [{'dc_identifier_type': 'DOI', 'dc_pid': '10.60641/xppz-sp75'}] |
dc_constructs | [{'dc_construct': 'physical health'}] |
dc_labels | [{'dc_label': '3d image'}, {'dc_label': 'facial development'}, {'dc_label': 'face'}, {'dc_label': 'craniofacial development'}, {'dc_label': 'photo'}] |
dc_measurement_references | [{'dc_measurements_references_citation': 'van Meijeren-van Lunteren, A. W., Liu, X., Veenman, F. C. H., Grgic, O., Dhamo, B., van der Tas, J. T., Prijatelj, V., Roshchupkin, G. V., Rivadeneira, F., Wolvius, E. B., & Kragt, L. (2023). Oral and craniofacial research in the Generation R study: an executive summary. Clinical Oral Investigations, 27(7), 3379–3392. https://doi.org/10.1007/s00784-023-05076-1\n', 'dc_measurements_references_doi': 'https://doi.org/10.1007/s00784-023-05076-1'}] |
dc_modes_of_collection | [{'dc_mode_of_collection': 'MeasurementsAndTests'}] |
dc_modes_of_collection_sub | [{'dc_mode_of_collection_sub': 'Anthropometrics/Body measures'}] |
measure_age_range | [{'measure_age_month': 104}, {'measure_age_month': 105}, {'measure_age_month': 106}, {'measure_age_month': 107}, {'measure_age_month': 108}, {'measure_age_month': 109}, {'measure_age_month': 110}, {'measure_age_month': 111}, {'measure_age_month': 112}, {'measure_age_month': 113}, {'measure_age_month': 114}, {'measure_age_month': 115}, {'measure_age_month': 116}, {'measure_age_month': 117}, {'measure_age_month': 118}, {'measure_age_month': 119}, {'measure_age_month': 120}, {'measure_age_month': 121}, {'measure_age_month': 122}, {'measure_age_month': 123}, {'measure_age_month': 124}, {'measure_age_month': 125}, {'measure_age_month': 126}, {'measure_age_month': 127}, {'measure_age_month': 128}, {'measure_age_month': 129}, {'measure_age_month': 130}, {'measure_age_month': 131}, {'measure_age_month': 132}, {'measure_age_month': 133}, {'measure_age_month': 134}, {'measure_age_month': 135}, {'measure_age_month': 136}, {'measure_age_month': 137}, {'measure_age_month': 138}, {'measure_age_month': 139}, {'measure_age_month': 140}, {'measure_age_month': 141}, {'measure_age_month': 142}, {'measure_age_month': 143}, {'measure_age_month': 144}, {'measure_age_month': 145}, {'measure_age_month': 146}, {'measure_age_month': 147}, {'measure_age_month': 148}, {'measure_age_month': 149}, {'measure_age_month': 150}, {'measure_age_month': 151}, {'measure_age_month': 152}, {'measure_age_month': 153}, {'measure_age_month': 154}, {'measure_age_month': 155}, {'measure_age_month': 156}, {'measure_age_month': 157}, {'measure_age_month': 158}, {'measure_age_month': 159}, {'measure_age_month': 160}, {'measure_age_month': 161}, {'measure_age_month': 162}, {'measure_age_month': 163}, {'measure_age_month': 164}, {'measure_age_month': 165}, {'measure_age_month': 166}, {'measure_age_month': 167}, {'measure_age_month': 168}, {'measure_age_month': 169}, {'measure_age_month': 170}, {'measure_age_month': 171}, {'measure_age_month': 172}, {'measure_age_month': 173}, {'measure_age_month': 174}, {'measure_age_month': 175}, {'measure_age_month': 176}, {'measure_age_month': 177}, {'measure_age_month': 178}, {'measure_age_month': 179}, {'measure_age_month': 180}, {'measure_age_month': 181}, {'measure_age_month': 182}, {'measure_age_month': 183}, {'measure_age_month': 184}, {'measure_age_month': 185}, {'measure_age_month': 186}, {'measure_age_month': 187}, {'measure_age_month': 188}, {'measure_age_month': 189}, {'measure_age_month': 190}, {'measure_age_month': 191}, {'measure_age_month': 192}, {'measure_age_month': 193}, {'measure_age_month': 194}, {'measure_age_month': 195}, {'measure_age_month': 196}, {'measure_age_month': 197}, {'measure_age_month': 198}, {'measure_age_month': 199}, {'measure_age_month': 200}, {'measure_age_month': 201}, {'measure_age_month': 202}, {'measure_age_month': 204}, {'measure_age_month': 205}, {'measure_age_month': 206}, {'measure_age_month': 207}, {'measure_age_month': 208}, {'measure_age_month': 209}, {'measure_age_month': 210}, {'measure_age_month': 211}, {'measure_age_month': 212}, {'measure_age_month': 213}, {'measure_age_month': 214}, {'measure_age_month': 215}, {'measure_age_month': 216}] |
study | [{'study_alternate_title': ['Generation R', 'Gen-R'], 'study_language': 'NL', 'study_purpose': 'The purposes of the Generation R study are to (1) describe normal and abnormal growth, development and health from early fetal life to adulthood in a multi-ethnic population; (2) identify (epi-)genetic, biological, social and environmental determinants of this normal and abnormal growth, development and health; and (3) contribute to the development of strategies for optimizing health and healthcare for pregnant women and children.', 'study_time_method': 'Longitudinal', 'study_universe': 'Youth, and their parents, from the general population followed since prenatal life until young adulthood, all born in Rotterdam, the Netherlands.', 'title': 'The Generation R Study', 'study_contact': [{'study_contact_affiliation': 'Erasmus MC', 'study_contact_mail': 'generationr@erasmusmc.nl', 'study_contact_name': 'Generation R Data Management'}], 'study_contributor': [{'study_contributor_affiliation': 'Erasmus MC', 'study_contributor_affiliation_identifier': 'https://ror.org/018906e22', 'study_contributor_affiliation_identifier_scheme': 'ROR', 'study_contributor_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_contributor_identifier_type': 'url', 'study_contributor_name': 'The Generation R Study Group', 'study_contributor_pid': 'https://generationr.nl/algemeen/organisatie/'}], 'study_data_access': [{'study_data_access_URL': 'https://generationr.nl/', 'study_data_access_description': 'Data access requests can be directed to the data management team of the Generation R Study (generationr@erasmusmc.nl), which has a protocol for approving data requests. 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'https://ror.org/057w15z03', 'study_pi_affiliation_identifier_scheme': 'ROR', 'study_pi_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_pi_identifier_schemeuri': 'https://orcid.org/', 'study_pi_identifier_type': 'ORCID', 'study_pi_name': 'Franken, I.H.A.', 'study_pi_pid': '0000-0002-7853-2694'}, {'study_pi_affiliation': 'Erasmus MC', 'study_pi_affiliation_identifier': 'https://ror.org/018906e22', 'study_pi_affiliation_identifier_scheme': 'ROR', 'study_pi_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_pi_identifier_schemeuri': 'https://orcid.org/', 'study_pi_identifier_type': 'ORCID', 'study_pi_name': 'Gaillard, R.', 'study_pi_pid': '0000-0002-7967-4600'}, {'study_pi_affiliation': 'Erasmus MC', 'study_pi_affiliation_identifier': 'https://ror.org/018906e22', 'study_pi_affiliation_identifier_scheme': 'ROR', 'study_pi_affiliation_identifier_schemeuri': 'https://ror.org/', 'study_pi_identifier_schemeuri': 'https://orcid.org/', 'study_pi_identifier_type': 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resources | [] |
tags | [] |
groups | [] |
relationships_as_subject | [] |
relationships_as_object | [] |
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