cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26000695.v1
title: Supplementary Material for: What’s new in dementia risk prediction modelling? An updated systematic review

description: Introduction
Identifying individuals at high risk of dementia is critical to optimized clinical care, formulating effective preventative strategies, and determining eligibility for clinical trials. Since our previous systematic reviews in 2010 and 2015, there has been a surge in dementia risk prediction modelling. The aim of this study is to update our previous reviews to explore, and critically review, new developments in dementia risk modelling.
Methods
MEDLINE, Embase, Scopus, and Web of Science were searched from March 2014 to June 2022. Studies were included if they were population or community-based cohorts (including electronic health record data), had developed a model for predicting late-life incident dementia and included model performance indices such as discrimination, calibration, or external validation.
Results 
In total, 9,209 articles were identified from the electronic search, of which 74 met the inclusion criteria. We found a substantial increase in the number of new models published from 2014 (&gt;50 new models), including an increase in the number of models developed using machine learning. Over 450 unique predictor (component) variables have been tested. Nineteen studies (26%) undertook external validation of newly developed or existing models, with mixed results. For the first time, models have also been developed in low- and middle-income countries (LMICs) and others validated in racial and ethnic minority groups. 
Conclusion
The literature on dementia risk prediction modelling is rapidly evolving with new analytical developments and testing in LMICs. However, it is still challenging to make recommendations about which one model is the most suitable for routine use in a clinical setting. There is an urgent need to develop a suitable, robust, validated risk prediction model in the general population that can be widely implemented in clinical practice to improve dementia prevention.
DOI: 10.15468/dl.seunus
title: Occurrence Download

description: A dataset containing 569 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Eusideroxylon zwageri Teijsm. & Binn."
 ]
}

 The dataset includes 569 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256264-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hrupfn
title: Occurrence Download

description: A dataset listing the 6339 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "PublishingOrg is 64ee55c9-570a-42af-b7da-3f13c6b4e5a9",
 "TaxonKey is Animalia"
 ]
}

 The dataset's 6339 records were derived from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228205-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bg4n4y
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((76.0256 11.06617,79.16707 11.60972,79.01924 15.59614,78.00019 16.9753,77.23872 18.4727,74.83149 16.45774,74.43847 15.79703,73.89807 15.30008,74.51216 12.9659,76.0256 11.06617))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Xylocopa fenestrata (Fabricius, 1798)",
 "Year 1990-2020"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229450-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgayxw
title: Occurrence Download

description: A dataset listing the 240325 species recorded in GBIF matching the query:
{
 "Country" : [
 "is Canada"
 ]
}

 The dataset's 240325 records were derived from 2376 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243373-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j97c24
title: Occurrence Download

description: A dataset containing 1594 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is TWN.7_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Petaurista"
 ]
}

 The dataset includes 1594 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051036-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15807202
title: Evaluation of 3D Gaussian Splatting in Plant Reconstruction
DOI: 10.5281/zenodo.16452775
title: Evaluation of 3D Gaussian Splatting in Plant Reconstruction
DOI: 10.15468/dl.cr7yb3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Derris malaccensis",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051038-250717081556266/datasets/export for details.
DOI: 10.15468/dl.qf3bm8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Derris malaccensis",
 "Country is Niue",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051039-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.16455040
title: 1-fatal_findings_cover_aymara.jpg
DOI: 10.5281/zenodo.16455041
title: 1-fatal_findings_cover_aymara.jpg
DOI: 10.15468/dl.ytrg83
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Derris malaccensis",
 "Country is Samoa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051041-250717081556266/datasets/export for details.
DOI: 10.15468/dl.96dmw3
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Medicago polymorpha",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 105 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051040-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2su7s
title: Occurrence Download

description: A dataset containing 9100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coturnix coromandelica)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 9100 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051042-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9zu6v
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coturnicops exquisitus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 150 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051043-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25430/researchdata.cab.unipd.it.00001606
title: Apparent density values of lump charcoal determined using Archimedes method and Photogrammetry

description: Apparent density values were determined using both the Archimedes method and photogrammetry. For each sample, six repetitions were performed. In addition, fixed and variable costs are reported for the Archimedes method and for three different photogrammetry scenarios.
DOI: 10.15468/dl.ezd3yn
title: Occurrence Download

description: A dataset containing 289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus serotina",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 289 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051044-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/q0xb-q140
title: "Raw Dual-Frequency GNSS Observation Data Collected with a Low-Cost Antenna System"

description: "This dataset provides raw dual-frequency GNSS observation data recorded using a low-cost GNSS receiver (u-blox ZED-F9P) and a custom-built 3D-printed dual-ridged horn antenna. The data were collected on October 11, 2023 (GPS Day 285) at the Seyitler Campus of Artvin \u00c7oruh University under open-sky conditions. Observations include standard GNSS measurement types such as carrier phase, pseudorange, and Doppler from GPS satellites in the L1 and L2 frequency bands. No pre-processing or filtering has been applied to the data, allowing researchers to perform their own analyses, including GNSS-IR processing, positioning, and signal quality assessment."
DOI: 10.15468/dl.wav4nk
title: Occurrence Download

description: A dataset containing 74746 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus serotina",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 74746 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051019-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzf388
title: Occurrence Download

description: A dataset containing 2271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cymbalaria muralis",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2271 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051045-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvubu2
title: Occurrence Download

description: A dataset containing 66179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cymbalaria muralis",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 66179 records from 525 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051014-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c95ghz
title: Occurrence Download

description: A dataset containing 6560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coturnix delegorguei)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 6560 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051046-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rx7d39
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Derris malaccensis",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051047-250717081556266/datasets/export for details.
DOI: 10.15468/dl.fvgqp7
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Medicago polymorpha",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 104 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051048-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16455202
title: 1-fatal_findings_cover_azerbaijani.jpg
DOI: 10.5281/zenodo.16455201
title: 1-fatal_findings_cover_azerbaijani.jpg
DOI: 10.15468/dl.xf5g6u
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus serotina",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051049-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxwd27
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cymbalaria muralis",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051051-250717081556266/datasets/export for details.
DOI: 10.15468/dl.3fknde
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Desmodium heterocarpon",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051053-250717081556266/datasets/export for details.
DOI: 10.15468/dl.nt7hpq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Desmodium heterocarpon",
 "Country is Niue",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051054-250717081556266/datasets/export for details.
DOI: 10.15468/dl.6jua5c
title: Occurrence Download

description: A dataset containing 532 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus serotina",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 532 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051050-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2seyp3
title: Occurrence Download

description: A dataset containing 5814 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coturnix japonica)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 5814 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051052-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxm7b8
title: Occurrence Download

description: A dataset containing 681 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melilotus albus",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 681 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051055-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29649641
title: MIDD, Masked Identity Detection Dataset

description: MIDD: Masked Identity Detection Dataset , A Benchmark for Occlusion-Robust Facial Recognition in Real-World Adversarial Conditions
DOI: 10.6084/m9.figshare.29649641.v1
title: MIDD, Masked Identity Detection Dataset

description: MIDD: Masked Identity Detection Dataset , A Benchmark for Occlusion-Robust Facial Recognition in Real-World Adversarial Conditions
DOI: 10.15468/dl.rssq67
title: Occurrence Download

description: A dataset containing 53988 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Anomia quercus, Rehderodendron macrocarpum, Rehmannia glutinosa, Rhaphiolepis indica, Rheum officinale, Rhododendron alutaceum, Rhododendron callimorphum, Rhododendron coriaceum, Rhododendron cuneatum, Rhododendron delavayi, Rhododendron fastigiatum, Rhododendron galactinum, Rhododendron glischrum, Rhododendron haematodes, Rhododendron haematodes chaetomallum, Rhododendron hemitrichotum, Rhododendron impeditum, Rhododendron kyawii, Rhododendron maddenii, Rhododendron megacalyx, Rhododendron molle, Rhododendron ovatum, Rhododendron primuliflorum, Rhododendron roxieanum cucullatum, Rhododendron rubiginosum, Rhododendron russatum, Rhododendron sinogrande, Rhododendron taliense, Rhododendron telmateium, Rhododendron tephropeplum, Rhododendron trichostomum radinum, Rhododendron virgatum, Rhus potaninii, Rhynchosia volubilis, Ribes alpestre giganteum, Ribes laurifolium, Ribes moupinense, Rosa banksiae, Rosa bella, Rosa brunonii, Rosa corymbulosa, Rosa cymosa, Rosa helenae, Rosa laevigata, Rosa macrophylla, Rosa multibracteata, Rosa multiflora, Rosa setipoda, Roscoea cautleoides, Rubia cordifolia)",
 "Year 1898-2024"
 ]
}

 The dataset includes 53988 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051028-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4qt3v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thevetia peruviana",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051057-250717081556266/datasets/export for details.
DOI: 10.15468/dl.jgnymy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thevetia peruviana",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051058-250717081556266/datasets/export for details.
DOI: 10.15468/dl.5ux3q5
title: Occurrence Download

description: A dataset containing 953 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus serotina",
 "Country is Switzerland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 953 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051060-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pt79b
title: Occurrence Download

description: A dataset containing 17808 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pollachius pollachius"
 ]
}

 The dataset includes 17808 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051056-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.shevkh
title: Occurrence Download

description: A dataset containing 27746 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coturnix pectoralis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 27746 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051059-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xsnf7
title: Occurrence Download

description: A dataset containing 57977 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coryphospingus cucullatus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 57977 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051031-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ustdhe
title: Occurrence Download

description: A dataset containing 80181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coscoroba coscoroba)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 80181 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051037-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nue9gw
title: Occurrence Download

description: A dataset containing 1116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cymbalaria muralis",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1116 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051061-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvmd9m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thevetia peruviana",
 "Country is Niue",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051063-250717081556266/datasets/export for details.
DOI: 10.15468/dl.k3r9ye
title: Occurrence Download

description: A dataset containing 735 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melilotus albus",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 735 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051064-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k6mbxm
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus serotina",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 239 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051062-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.