cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/d2scm2tdpx
title: Hand kinematics in feeding and cooking tasks: ergonomic implications

description: The file “KINEMATIC_PARAMETERS_IN_FEEDING_AND_COOKING_TASKS.xlsx” contains the associated data of the work “Hand kinematics in feeding and cooking tasks: ergonomic implications”. Detailed information in "Readme.pdf".
DOI: 10.17632/3v4hfxv4w8
title: Clinical data : COVID-19 patient cohorts from Lyon and Zaragoza

description: This dataset contain clinical information concerning COVID-19 patient cohorts from Lyon (France) and Zaragoza (Spain)
DOI: 10.17632/45zmm935g2
title: Leppek et al. Western blot and gel data

description: Leppek et al. full Western Blot and RNA/DNA gel images
DOI: 10.17632/649r2kkkzb
title: Zinc Cobaltite Optical Properties Data

description: The raw data provided is the output from CASTEP optical properties analysis for GGA-PBESOL XC Functional
DOI: 10.17632/zzy9h5njyz
title: AVM Ultrasound Video for "Use of the Dermatologic Ultrasound for Diagnosis and Surgical Planning of a Cutaneous Arteriovenous Malformation of the Supratrochlear Artery: A Case Report"

description: This supplemental video demonstrates the ultrasound evaluation of the cutaneous arteriovenous malformation (AVM), highlighting its vascular flow dynamics, structural characteristics, and real-time Doppler assessment.
DOI: 10.17632/7rrz9xrp2j
title: Predicting Population Health with Machine Learning: A Scoping Review Study Data

description: Objective: To determine how machine learning has been applied to prediction applications in population health contexts. Specifically, to describe which outcomes have been studied, the data sources most widely used and whether reporting of machine learning predictive models aligns with established reporting guidelines. Design: A scoping review. Data sources: MEDLINE, EMBASE, CINAHL, ProQuest, Scopus, Web of Science, Cochrane Library, INSPEC and ACM Digital Library were searched on 18 July 2018. Eligibility criteria: We included English articles published between 1980 and 2018 that used machine learning to predict population-health-related outcomes. We excluded studies that only used logistic regression or were restricted to a clinical context. Data extraction and synthesis: We summarised findings extracted from published reports, which included general study characteristics, aspects of model development, reporting of results and model discussion items. Results: Of 22 618 articles found by our search, 231 were included in the review. The USA (n=71, 30.74%) and China (n=40, 17.32%) produced the most studies. Cardiovascular disease (n=22, 9.52%) was the most studied outcome. The median number of observations was 5414 (IQR=16 543.5) and the median number of features was 17 (IQR=31). Health records (n=126, 54.5%) and investigator-generated data (n=86, 37.2%) were the most common data sources. Many studies did not incorporate recommended guidelines on machine learning and predictive modelling. Predictive discrimination was commonly assessed using area under the receiver operator curve (n=98, 42.42%) and calibration was rarely assessed (n=22, 9.52%). Conclusions: Machine learning applications in population health have concentrated on regions and diseases well represented in traditional data sources, infrequently using big data. Important aspects of model development were under-reported. Greater use of big data and reporting guidelines for predictive modelling could improve machine learning applications in population health. Registration number: Registered on the Open Science Framework on 17 July 2018 (available at https://osf.io/rnqe6/).
DOI: 10.17632/sw78gn8p3z
title: Sand vs grass

description: The aim of this study was to investigate the effect of five-week plyometric training (PT) using different surfaces (sand vs. grass) on sprint and jump performance in young soccer players of the under-20 category. Nineteen soccer players from a professional club in São Paulo (19.3 ± 1.1 years, 1.78 ± 0.06 m; 71.1 ± 6.84 kg) participated in the study. The subjects were divided into 2 groups that performed PT on sand (n=10) or grass (n=9) for five weeks. The results indicated an improvement in performance, as measured by the squat jump (Sand: 18.2%; Grass: 17.6%), countermovement jump (Sand: 12.5%; Grass: 12.4%), drop jump from 44cm (Sand: 8.3%; Grass: 5.8%), drop jump from 66 cm (Sand: 7.5%; Grass: 7.1%), drop jump from 88cm (Sand: 6.5%; Grass: 5.7%), and 15m sprint time (Sand: -2.2%; Grass: -2.3%). However, no significant difference was found between the two surfaces. In conclusion, 5-week PT on either sand or grass surfaces can improve sprint and jump performance in young soccer players.
DOI: 10.17632/wjt3c9rpfg
title: Dataset for Fuzzy AHP in sustainability criteria assessment for wastewater treatment technology and supplier selection

description: Data collection is obtained from a survey by industrial experts from the field via survey forms. The survey form consists of two parts. The first part of the survey form requires respondents to rate the relative importance of criteria such as cost, carbon footprint, and area footprint during selecting wastewater treatment technology. The second part of the survey form requires respondents to rate the relative importance of criteria such as cost, energy consumption, area, credit term payment and brand reputation during supplier selection. The survey form used in this work is attached and the responses from each participate are also being attached here. Then, a scale is provided to the industrial experts to weigh the relative importance of each criterion compared to one another during the selection of wastewater treatment technology and supplier. This scale is based on Saaty’s 9-point scale where numbers 1 to 9 will represent from the least to more relative importance when comparing one criterion to another.
DOI: 10.17632/cbk2gmsx9r
title: Fatigue Assessment of Sedentary Office Workers with Smart Phone

description: This data set corresponds to the paper entitled "Fatigue Assessment of Sedentary Office Workers with Smart Phone： A Preliminary Study". The dataset includes demographic information of the participants, subjective fatigure score, response time and gait parameters (step frequency, max acceleration, min acceleration, acceleration root mean square, step variability, step regularity, symmetry and step counts)  before and after work.
DOI: 10.17632/vj9xkcp65c
title: Data for: Association between lower extremity pain and lower back pain among young volleyball players: a cross-sectional study

description: SPSS 24 for this study
DOI: 10.17632/wzrkrgmt6z
title: Data for: Assessment of Sliding Block Methods Performance Considering Energy-Representative Parameters

description: In this files, some useful information about the case studies are provided. The headlines of provided informations are introduced as below: 1. Crosss Section of the dams (Cross section & Materials); {These figures are related to the tables 1 & 5 in the paper} 2. Static factor of safety (F.S & Figure);{The details are introduced in the main paper, Table 5} 3. Yield acceleration and related sliding block (Ky & Figure);{The details are introduced in the main paper, Table 5} 4. Site & Fault Orientation 5. All motions Recorded in the Dam site During related earthquake (The related earthquakes are introduced in the main paper, Table 1) 6. Initial main Record (The initial record which was utilized as input record for all analysis of each case; Note that some of them should be scaled as mentioned in table 2) (Note that, all the related references are introduced in the paper)
DOI: 10.17632/f5kdzr7hnz
title: Malthus 2021 update and results

description: Malthus model radiotherapy demand results for the 2021 update for breast, lung, prostate and head and neck cancer evidence-base. Results are for England and individual Clinical Commissioning Groups.
DOI: 10.17632/vd485gv29j
title: Data for the Miocene basaltic rocks from NE Asian continental margin

description: Table 1 Major (wt%) and trace elements (ppm) data for the Miocene basaltic rocks from NE Asian continental margin
Table 2 Whole rock Sr-Nd-Pb-Hf isotopic data of Miocene basaltic rocks from NE Asian continental margin
Table 3 Whole rock Zn-Mg isotopic data of Miocene basaltic rocks from NE Asian continental margin
DOI: 10.6084/m9.figshare.1008331.v1
title: Boreal forest coarse woody debris survey data

description: These are the 2007 survey data reported by Bond-Lamberty and Gower (2008), "Decay and fragmentation of coarse woody debris: revisiting a boreal black spruce chronosequence" in Ecosystems 11(6):831-840. Site codes and survey protocol are described in this publication-see link.
DOI: 10.17632/4c44jf8zg4
title: Dataset of Milled Dry Grain Production in Indonesia in 2019

description: These datasets contain the data of the milled dry grain production (in tonnes) in 2019 of the 110 municipalities and districts in five provinces in Java Island Indonesia. We collected the data from the official report of the agricultural indicators provided on the website of the five provincial BPS-Statistics and inputted the data manually to the excel format. The total regions used are 110 municipalities and districts spread over five provinces in Java Island. The data analysis was performed using R and QGIS softwares.
DOI: 10.17632/9jx46np922
title: Effects of Zink Administration on Growth Children Aged 24 – 60 Months with Growth Disorders

description: data shows about zinc supplementation for child
DOI: 10.17632/bbjkmpkgms
title: Success rate of letrozole vs clomiphene citrate as pregnancy inducers in infertile Sudanese patients with polycystic ovary syndrome

description: Polycystic ovary syndrome (PCOS) -associated with infertility- is becoming very common among Sudanese patients. Despite the wide acceptance of clomiphene citrate as the first-line drug for ovulation induction, a significant proportion of women do not respond to the treatment. On the other hand, the AIs were increasingly been used as single high doses although the teratogenic effects and safety on fetal development were still debatable.

General objective
To compare letrozole vs clomiphene citrate success rate as pregnancy inducers in the treatment of infertile Sudanese patients with PCOS and to assess the side effects from the two drugs.

Specific objective
To assess letrozole vs clomiphene citrate activity in the treatment of infertility in Sudanese patients with PCOS by comparing the effects of the two drugs on the:
•	Different doses used to induce conception 
•	Maturation of follicles to sizes ≥18 mm 
•	Change in the ovarian cyst sizes
•	Change in the endometrial thickness 
•	Achieved positive pregnancy tests outcome after induction
•	Assess the incidence of side effects from the two drugs

2. Methods
2.1:  Study design
This research is designed as a retrospective, cross-sectional study to evaluate letrazole vs CC success rates as pregnancy inducers in infertile Sudanese patients with PCOS. One hundred patient files from 3 infertility centers at Khartoum City were enrolled covering the December 2015-December 2020 were enrolled with half the patients on letrazole and the other half on CC. The number of detected mature follicles ≥18mm and positive pregnancy test outcomes after induction were used for assessment. Side effects were assessed as reported on files. Significance was measured with a T-test using SPSS version 23 and P≤0.05 was considered significant. Association between variables was assessed with logistic regression.
DOI: 10.6084/m9.figshare.8305919.v1
title: Supplementary Material for: Incidence of Rhegmatogenous Retinal Detachment in Europe – A Systematic Review and Meta-Analysis

description: <b><i>Purpose:</i></b> To examine the prevalence and incidence of rhegmatogenous retinal detachment (RRD) in Europe. <b><i>Methods:</i></b> A systematic review of the prevalence and incidence of RRD in Europe according to the meta-analyses of observational studies in epidemiology (MOOSE) guidelines was performed using the databases PubMed, Embase, and Web of Science followed by a meta-analysis of incidence data. <b><i>Results:</i></b> 658 studies were identified, 76 full-text articles were assessed, and 5 studies were eligible for meta-analysis. Random-effects pooled mean annual incidence of RRD in Europe was 13.3 cases per 100,000 inhabitants (95% CI: 11.3–15.6) based on the examination of 95,765 individuals from the 5 incidence studies. No European studies reporting prevalence of retinal detachment were identified. <b><i>Conclusion:</i></b> Published articles on the prevalence and incidence of RRD in Europe are limited. Further epidemiological research is needed for adequate healthcare planning.
DOI: 10.17632/4869c29t47
title: Italian market of Green cosmetics

description: This dataset is based on Italian consumers' perceprion of Grren skincare products
DOI: 10.17632/pc4rc75cpf
title: Accelerated hardness optimization of Ultra-high temperature ceramics via Generative Adversarial Network - enhanced active learning- augmented dataset

description: This data is the augmented dataset of the "Accelerated hardness optimization of Ultra-high temperature ceramics via Generative Adversarial Network - enhanced active learning" paper.
DOI: 10.17632/bkn36h64ts
title: Madeira Water Channel

description: This dataset is composed of images collected over a period of one year in a water channel from a Vulcanic Island (Madeira island, in the city of Funchal). It contains the original images and the images used to developed the machine-learning model from the article related to this work using the developed color space. If you use this data please cite the article: Noncontract Automatic Water Level Assessment and Prediction in an Urban Water Stream Channel of a Volcanic Island using Deep Learning, from F. Mendonça et al.
DOI: 10.17632/np9hhy6gt7
title: Dataset for An Ensemble Method for Keystroke Dynamics Authentication in Free-Text Using Word Boundaries

description: Dataset used in the article "An Ensemble Method for Keystroke Dynamics Authentication in Free-Text Using Word Boundaries". For each user and free-text sample of the companion dataset LSIA, contains a CSV file with the list of words in the sample that survived the filters described in the article, together with the CSV files with training instances for each word. The source data comes from a dataset used in previous studies by the authors. The language of the free-text samples is Spanish. We introduce a novel ensemble method for keystroke dynamics authentication in free-text using word boundaries and individual classifiers. In contrast with other state-of-the-art methods which reach acceptable error rates with very little training, our method demands a large training set, in the order of 50.000 characters, but reaches a lower EER, around 2.5%, when evaluated in real-world conditions. Combining both approaches in a mixed scheme allows both objectives to be achieved; the first is used in the beginning when the training data is scarce, while the second excels after enough samples are available.
DOI: 10.6084/m9.figshare.24746103.v1
title: Supplementary Material for: Effects of exclusive breastfeeding promotion interventions on child outcomes: a systematic review and meta-analysis

description: Introduction: Interventions promoting exclusive breastfeeding (EBF) may benefit infant health outcomes, but evidence is inconsistent. The objective of this review was to assess the effect of interventions promoting EBF on health outcomes in infants and children under 7 years of age. Methods: A literature search was conducted using EMBASE, MEDLINE, CINAHL, Cochrane Central, Cochrane Database of Systematic Reviews, and WHO International Clinical Trials Registry Platform from inception to April 2022. Inclusion criteria were randomized or cluster-randomized controlled trials aiming to increase EBF that reported effects on offspring growth, morbidity and/or mortality up to age 7 years. The primary outcome was infant/child growth. Secondary outcomes were infant morbidity and mortality and exclusive breastfeeding rates. Data were pooled using a random-effects model. Results: 32 studies (40 papers) were identified. No effect on infant/child growth was observed. EBF promotion interventions significantly improved EBF rates up to 6 months (n=25; OR 3.15; 95%CI 2.36,4.19) and significantly reduced the odds of respiratory illness at 0-3 months by 59% (n=2; OR 0.41; 95%CI 0.20,0.84) but not at later time-points. A borderline significant effect was observed for diarrhea (n=12; OR 0.84; 95%CI 0.70,1.00). Effects on hospitalizations or mortality were not significant. Discussion/Conclusion: EBF promotion interventions improve EBF rates and might yield modest reductions in infant morbidity without affecting infant/child growth. Future studies should investigate the cost-effectiveness of these interventions and examine potential benefits on other health outcomes.
DOI: 10.15468/dl.2gf7ks
title: Occurrence Download

description: A dataset containing 3575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Medicago arabica (L.) Huds."
 ]
}

 The dataset includes 3575 records from 228 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009288-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7eyzgt
title: Occurrence Download

description: A dataset containing 5908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Cyanomitra verticalis",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 5908 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069002-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adgvx6
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lappula deserticola C.J.Wang"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004123-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqbv79
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Floscopa glabrata (Kunth) Hassk."
 ]
}

 The dataset includes 47 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037957-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssc6vx
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Cabo Verde",
 "TaxonKey is Elasmobranchii"
 ]
}

 The dataset includes 145 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047003-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5j2yf9
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Betula austrosinensis Chun ex P.C.Li"
 ]
}

 The dataset includes 38 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0284580-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xy8bem
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294407-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4z66md
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nepeta schmidii Rech.f."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047004-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zu4jut
title: Occurrence Download

description: A dataset containing 4186 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lathyrus inconspicuus L."
 ]
}

 The dataset includes 4186 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004524-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qc3dt
title: Occurrence Download

description: A dataset containing 350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-72.55731 -13.024,-72.49226 -13.024,-72.49226 -12.99451,-72.55731 -12.99451,-72.55731 -13.024))",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 350 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294436-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64keyu
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.30_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Plegadis falcinellus (Linnaeus, 1766)",
 "Year 2000-2020"
 ]
}

 The dataset includes 21 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004536-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fce7f3
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nepeta sessilis C.Y.Wu & S.J.Hsuan"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047012-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhpzs8
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mentzelia argillosa J.Darl."
 ]
}

 The dataset includes 97 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037922-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.