cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5764168
title: data SLEAP

description: The data includes a <br> 1) raw video of the timelapse for each analysis: <br> Arabidopsis_Gravitropism_200308.mp4<br> Arabidopsis_Phototrop_200915.avi<br> BeanTwiningLong.avi<br> Sunflower_Phototrop.avi<br> SunflowersTopView.avi 2) slp_Files: this folder contains all the.slp files for each video analysis. These are the files that can be loaded into SLEAP and contain the 5,10 or 20 labelled training frames. From these files users can train the models either directly in the GUI or on Google CoLab. 3) AnalysisFiles_UserLabels: This folder contains the output analysis file with only the user labelled training frames. Here we outputted directly all 20 frames. These can be also directly generated from the .slp files in the slp_Files folder 4) AnalysisFiles_PredictedLables: This folder contains the output analysis files with the predicted data for each video analysis. Note that we used a cleaning step before conducting out analyses, as IDs might be named differently in the predicted compared to the user labelled analysis files.
DOI: 10.5281/zenodo.6543290
title: Microspines in tropical climbing plants: a small-scale fix for life in an obstacle course

description: This dataset is associated to the original research article "Microspines in tropical climbing plants: a small-scale fix for life in an obstacle course" published in the Journal of Experimental Botany. Variable Description Type of variable Units sample Sample identifiier Nominal Variable sp_code Species identifier Nominal Variable sp Species latin name Nominal Variable direction Friction test direction Categorical variable static_force Force needed to induce motion of the stem segment Continuous variable mN sliding_force Force needed to maintain the stem segment in motion Continuous variable mN sliding_dist Distance spanned by the stem segment during test Continuous variable mm nPeaks Number of force peaks detected during test Discrete variable mN peak_frequ Peak frequency during sliding (NPeaks/sliding_dist) Continuous variable peaks.mm<sup>-1</sup> diam Diameter of the tested segment Continuous variable mm
DOI: 10.5281/zenodo.6543291
title: Microspines in tropical climbing plants: a small-scale fix for life in an obstacle course

description: This dataset is associated to the original research article "Microspines in tropical climbing plants: a small-scale fix for life in an obstacle course" published in the Journal of Experimental Botany. Variable Description Type of variable Units sample Sample identifiier Nominal Variable sp_code Species identifier Nominal Variable sp Species latin name Nominal Variable direction Friction test direction Categorical variable static_force Force needed to induce motion of the stem segment Continuous variable mN sliding_force Force needed to maintain the stem segment in motion Continuous variable mN sliding_dist Distance spanned by the stem segment during test Continuous variable mm nPeaks Number of force peaks detected during test Discrete variable mN peak_frequ Peak frequency during sliding (NPeaks/sliding_dist) Continuous variable peaks.mm<sup>-1</sup> diam Diameter of the tested segment Continuous variable mm
DOI: 10.5281/zenodo.7544574
title: Dataset for manuscript "Responses to single and multiple temperature-, medium-, and pH-stimuli triggering reversible shape shifts in hydrogel actuators"

description: The dataset includes data for the article "Responses to single and multiple temperature-, medium-, and pH-stimuli triggering reversible shape shifts in hydrogel actuators", https://doi.org/10.1016/j.matdes.2022.111511
DOI: 10.5281/zenodo.7544575
title: Dataset for manuscript "Responses to single and multiple temperature-, medium-, and pH-stimuli triggering reversible shape shifts in hydrogel actuators"

description: The dataset includes data for the article "Responses to single and multiple temperature-, medium-, and pH-stimuli triggering reversible shape shifts in hydrogel actuators", https://doi.org/10.1016/j.matdes.2022.111511
DOI: 10.5281/zenodo.7550246
title: GlobBiomass dataset of forest biomass, North America S (25 m)

description: The dataset consists of a map of above ground forest biomass (AGB, unit: tons/ha i.e., Mg/ha) of the North American region between 24°N and 50°N for the year 2010 (raster dataset) with a pixel size of 25 m x 25 m. AGB is defined as the mass, expressed as oven-dry weight of the woody parts (stem, bark, branches and twigs) of all living trees excluding stump and roots. Per-pixel estimates of above-ground biomass uncertainty expressed as standard error in Mg/ha (raster dataset) are also provided. The AGB estimates were obtained from spaceborne SAR (ALOS PALSAR, Envisat ASAR), optical (Landsat-7), LiDAR (ICESAT), auxiliary datasets with multiple estimation procedures (Santoro et al., ESSD, 2021). In this repository, the AGB data are available in form of tiles of 2° x 2° (bounding box: longitude -180°E/-26°E latitude: 24°N/+54°N). This dataset is the basis for the official GlobBiomass dataset consisting of global estimates of forest biomass with 1 ha pixels (https://doi.pangaea.de/10.1594/PANGAEA.894711). The dataset in this repository represents the original GlobBiomass dataset of AGB from which the official dataset was obtained after averaging from 25 m to 100 m. Given the lower accuracy of the 25 m pixel-based estimates, it is recommended to use the official GlobBiomass dataset unless detailed spatial resolution is a fundamental asset. Technical specifications are provided in the file README_GLOBBIOMASS_North_America_S_20210428.pdf
DOI: 10.5281/zenodo.7550245
title: GlobBiomass dataset of forest biomass, North America S (25 m)

description: The dataset consists of a map of above ground forest biomass (AGB, unit: tons/ha i.e., Mg/ha) of the North American region between 24°N and 50°N for the year 2010 (raster dataset) with a pixel size of 25 m x 25 m. AGB is defined as the mass, expressed as oven-dry weight of the woody parts (stem, bark, branches and twigs) of all living trees excluding stump and roots. Per-pixel estimates of above-ground biomass uncertainty expressed as standard error in Mg/ha (raster dataset) are also provided. The AGB estimates were obtained from spaceborne SAR (ALOS PALSAR, Envisat ASAR), optical (Landsat-7), LiDAR (ICESAT), auxiliary datasets with multiple estimation procedures (Santoro et al., ESSD, 2021). In this repository, the AGB data are available in form of tiles of 2° x 2° (bounding box: longitude -180°E/-26°E latitude: 24°N/+54°N). This dataset is the basis for the official GlobBiomass dataset consisting of global estimates of forest biomass with 1 ha pixels (https://doi.pangaea.de/10.1594/PANGAEA.894711). The dataset in this repository represents the original GlobBiomass dataset of AGB from which the official dataset was obtained after averaging from 25 m to 100 m. Given the lower accuracy of the 25 m pixel-based estimates, it is recommended to use the official GlobBiomass dataset unless detailed spatial resolution is a fundamental asset. Technical specifications are provided in the file README_GLOBBIOMASS_North_America_S_20210428.pdf
DOI: 10.17632/hf7b633xg3.1
title: Outcomes of Medicare Beneficiaries Hospitalized for Skin Disease Stratified by Society of Dermatology Hospitalist Membership

description: Supplemental Data for "Association of Society of Dermatology Hospitalist Institutions with Improved Outcomes in Medicare Beneficiaries Hospitalized for Skin Disease" JAAD 2023
DOI: 10.17632/3h8yhk2gkk.1
title: Database on Evidence-Based Medicine and Studies from the Social Sciences, Medical Humanities, and Philosophy of Medicine

description: A database in excel format is presented, with information (titles, journal, abstracts, DOI) on articles that relate to the topics of Evidence Based Medicine and Medical Humanities, Social Sciences and Philosophy of Medicine.
DOI: 10.34740/kaggle/dsv/4872278
title: 2021 World Population (updated daily)
DOI: 10.17632/m8gg3r36h9.1
title: Estrategias metodológicas para la generación de modelos conceptuales en enfermería

description: Muestra obtenida de la revisión integrativa de la literatura utilizada para analizar las estrategias metodológicas para la generación de modelos conceptuales en enfermería.
DOI: 10.17632/cd3fxgssc5.1
title: A systems immunology study comparing innate and adaptive immune responses in adults to COVID-19 mRNA and adenovirus vectored vaccines. 

description: Supplementary data for the Ryan et al. A systems immunology study comparing innate and adaptive immune responses in adults to COVID-19 mRNA and adenovirus vectored vaccines. Cell Reports Medicine. 2023
DOI: 10.17632/5yc2p9xsjf.1
title: Data for publication

description: Data for publication in Data in Brief 2023
DOI: 10.17632/tv8k82y34c.1
title: Box IOR

description: Average reaction time from boxers (type 2) and non-boxers (type 1) in the boxing specific spatial attention task.
DOI: 10.17632/7wdzg9g2br.1
title: Novel Structural Feature-descriptor Platform for Machine Learning to Accelerate the Development of Organic Photovoltaics

description: <Novel Structural Feature-descriptor Platform for Machine Learning to Accelerate the Development of Organic Photovoltaics>

The training/evaluating process of the Lightgbm model combined with leave-one-group-out cross-validation is described.
DOI: 10.17632/7wdzg9g2br.2
title: Novel Structural Feature-descriptor Platform for Machine Learning to Accelerate the Development of Organic Photovoltaics

description: <Novel Structural Feature-descriptor Platform for Machine Learning to Accelerate the Development of Organic Photovoltaics>

The training/evaluating process of the Lightgbm model combined with leave-one-group-out cross-validation is described.

Also, we attach a dataset including structural feature-descriptors and photovoltaic parameters to run the machine learning model.
DOI: 10.17632/7wdzg9g2br.3
title: Novel Structural Feature-descriptor Platform for Machine Learning to Accelerate the Development of Organic Photovoltaics

description: <Novel Structural Feature-descriptor Platform for Machine Learning to Accelerate the Development of Organic Photovoltaics>

The training/evaluating process of the Lightgbm model combined with leave-one-group-out cross-validation is described.

Also, we attach a dataset including structural feature-descriptors and photovoltaic parameters to run the machine learning model.
DOI: 10.17632/7wdzg9g2br.4
title: Novel Structural Feature-descriptor Platform for Machine Learning to Accelerate the Development of Organic Photovoltaics

description: <Novel Structural Feature-descriptor Platform for Machine Learning to Accelerate the Development of Organic Photovoltaics>

- Nano Energy 106 (2023) 108108 
- https://doi.org/10.1016/j.nanoen.2022.108108

The training/evaluating process of the Lightgbm model combined with leave-one-group-out cross-validation is described.
Also, we attach a dataset including structural feature-descriptors and photovoltaic parameters to run the machine learning model.
DOI: 10.17632/dwdzj2p2j3.1
title: LINF_350016100

description: dolichyl-diphosphooligosaccharide--protein glycotransferase
Leishmania infantum (strain JPCM5)
DOI: 10.57967/hf/0282
title: b2w-reviews01
DOI: 10.17632/64m43kz4m5.1
title: Simultaneous determination of 24 antiepileptic drugs and their active metabolites in human plasma by UHPLC-MS/MS and comparison with an immunoassay

description: Search data of 'Simultaneous determination of 24 antiepileptic drugs and their active metabolites in human plasma by UHPLC-MS/MS and comparison with an immunoassay'
DOI: 10.17632/vk5s7mvwzn.1
title: Do psychological distress and digital sports influence the willingness to take the vaccine and precautionary saving? Empirical Evidence from Shanghai

description: Aim: The COVID-19 epidemic has caused risk and uncertainty. This study answer whether and how psychological distress and digit sports influence the willingness to take the vaccine and precautionary savings. 
Subject and Methods: We conducted a cross-sectional study with an online survey sample of 1016 Shanghai residents who live and work there and are aged between 16-60. All of them experienced the COVID-19 lockdown in Shanghai. We used logistic regressions to examine the relationships between the variables of interest. 
Results: Three findings were demonstrated. First, psychologically distressed individuals are less inclined to take the vaccination. Second, those engaged in fitness activities via digital media platforms are more likely to get vaccinated. Third, psychologically distressed individuals and digital video-based physical exercisers are more likely to take precautionary saving.
Conclusions: This study contributes to the literature by documenting how people change their life from the perspective of finance and health during the lockdown and providing practical implications.
DOI: 10.14278/rodare.2089
title: Coupled thermo-fluid-mechanical FEM simulations for thermoelastic harvesting of low-grade waste heat

description: COMSOL-Multiphysics file for the FEM-Simulations of the paper. The attached version was used to generate plot data. The extracted plot data is attached as well.
DOI: 10.14278/rodare.2090
title: Coupled thermo-fluid-mechanical FEM simulations for thermoelastic harvesting of low-grade waste heat

description: COMSOL-Multiphysics file for the FEM-Simulations of the paper. The attached version was used to generate plot data. The extracted plot data is attached as well.
DOI: 10.17632/jr9sm49gj9.1
title: pH and Calcium ion release from MTA when interacted with various substances

description: To determine the pH digital pH meter was used. To determine the release of Ca ions, ICP-OES Inductively Coupled Plasma- Optical Emission Spectrometry was used. MTA mixed with PRF, blood clot  are grouped into Group I and Group II and the Group III is kept as control.
DOI: 10.17632/f6njt4wzvy.1
title: LINF_350016000

description: oligosaccharyl transferase subunit
Leishmania infantum (strain JPCM5)
DOI: 10.17632/dkvr4jvdbb.1
title: Our Place in the Universe

description: This project examined the relations between: (1) Three classroom-related mathematics emotions (enjoyment, boredom, and pride), (2) control-value appraisals, (3) academic buoyancy, and (4) classroom engagement, in the context of a thematic curriculum that combined geography, history, English literature, and science, together in a single lesson, by linking the discrete subjects to the local social, historical, and geopolitical context.

Data were collected over a wave in the Autumn term, of 2021. Self-reported emotions, control-value appraisals, academic buoyancy, and engagement, were collectected in students regular lessons from a single secondary school. The  sample comprised 170 Year 7 students (71 males, 91females; Mean age of 11.2years). 

All items were made specific to 'Our Place in the Universe'

Academic Buoyancy was measured using the Academic Bouyancy Scale.
Source: Martin, A.J. & Marsh, H.W. (2008) Academic buoyancy: towards an understanding of students’ everyday academic resilience, Journal of School Psychology, 46, 53–83. doi:10.1016/j.jsp.2007.01.002
Items are labelled BO1 to BO4 in the attached dataset.

Behavioural Engagement was measured using the Behavioural Engagement subscale from the Engagement and Dissatisfaction with Learning Questionnare.
Source: Source: Skinner, E. A., Kindermann, T. A., & Furrer, C. J. (2009). A motivational perspective on engagement and disaffection: Conceptualization and assessment of children’s behavioral and emotional participation in academic activities in the classroom. Educational and Psychological Measurement, 69(3), 493–525. doi.10.1177/001316440832323
Items are labelled at G1 to G5 in the attached dataset.

Control-value appraisals were measured using the Expectancy-Value-Cost scale.
Source: Kosovich, J. J., Hulleman C. S., E. Barron, K. E., & Getty, S. (2015). A practical measure of student motivation: Establishing validity evidence for the Expectancy-Value-Cost Scale in Middle School. Journal of Early Adolescence, 35(5-6), 709-816. doi.org/10.1177/027243161455689
Expectancy (control) items are labelled EX1 to EX3, (positive) value as V1 to V3, and cost (negative value) as C1 to C4, in the attached dataset.

Enjoyment, boredom, and pride, were measured using the respective subscales from the Achievement Emotions Questionnaire: Validation for pre-adolescent students.
Source: Peixoto, F., Mata, L., Monteiro, V., Sanches, C., & Pekrun, R. (2015). The Achievement Emotions Questionnaire: Validation for pre-adolescent students. European Journal of Developmental Psychology, 12, 472-481. doi.org/10.1080/17405629.2015.1040757
Enjoyment items are labelled E1 to E4, boredom B1 to B4, and pride P1 to P4, in the atttached dataset.
DOI: 10.17632/wybyst9m67.1
title: Elearning

description: E-learning survey on students perspectives at HMU
DOI: 10.17632/7m97gp4yz9.1
title: Staircase Dataset

description: The dataset contains more than 500 images with respective XML file for each image. The images used are of two classes i.e., upstairs images and downstairs images. This custom dataset was created by labelling images as upstair and downstair for which various light and background conditions were considered.
DOI: 10.17632/7m97gp4yz9.2
title: Staircase Dataset

description: The dataset contains more than 500 images with respective XML file for each image. The images used are of two classes i.e., upstairs images and downstairs images. This custom dataset was created by labelling images as upstair and downstair for which various light and background conditions were considered.
DOI: 10.6084/m9.figshare.21776264.v1
title: Supplementary Material for: Intrafetal laser therapy is a feasible treatment for different fetal conditions: a systematic review

description: Introduction: Over the past years, intrafetal laser (IFL) therapy has been increasingly used in the management of various prenatal conditions. The aim of our research is to clarify the effectiveness and safety of this technique. Methods: A systematic review of the literature was carried out using MEDLINE/PubMed over a period of 20 years (2001-2021). Results: A total of 41 articles were selected in the literature search, including 194 cases of twin reversed arterial perfusion (TRAP) sequence, 56 cases of bronchopulmonary sequestrations (BPS), 5 cases of placental chorioangiomas (PCA), 11 cases of sacrococcygeal teratoma (SCT), and 103 cases of embryo reduction (ER) managed using IFL. In TRAP sequence, perfusion of the acardiac twin was successfully disrupted in all cases. Preterm premature rupture of membranes (p-PROM) occurred in 6 out of 79 pregnancies (7.5%), and preterm birth (PTB) in 36 out of 122 pregnancies (29.5%). In BPS IFL was successfully performed in all cases with no significant complications. The rate of p-PROM and PTB were respectively 3.2% and 12.5%. All PCA IFL treated cases resulted in successful pregnancy outcomes; no cases of p-PROM were reported, but the rate of PTB reached a peak of 60% due to fetal complications. In SCT cases, complete cessation of blood flow was achieved in 4 patients (36.4%); p-PROM occurred in two cases (18.2%), whereas the rate of PTB was 87.5%. In ER no intraoperative or major maternal complications were described in the literature. Rates of miscarriage and PTB differed between initial trichorionic triamniotic and dichorionic triamniotic triplet pregnancies. Discussion: Our analysis suggests that IFL is a feasible technique for the management of different fetal conditions. However, the overall risk of PTB and its related morbidity and mortality, ranges from 12.5% in BPS to 87.5% in SCT. This could aid in decision making during prenatal counselling. However final perinatal outcome depends on the severity of the disease itself.
DOI: 10.6084/m9.figshare.21776264
title: Supplementary Material for: Intrafetal laser therapy is a feasible treatment for different fetal conditions: a systematic review

description: Introduction: Over the past years, intrafetal laser (IFL) therapy has been increasingly used in the management of various prenatal conditions. The aim of our research is to clarify the effectiveness and safety of this technique. Methods: A systematic review of the literature was carried out using MEDLINE/PubMed over a period of 20 years (2001-2021). Results: A total of 41 articles were selected in the literature search, including 194 cases of twin reversed arterial perfusion (TRAP) sequence, 56 cases of bronchopulmonary sequestrations (BPS), 5 cases of placental chorioangiomas (PCA), 11 cases of sacrococcygeal teratoma (SCT), and 103 cases of embryo reduction (ER) managed using IFL. In TRAP sequence, perfusion of the acardiac twin was successfully disrupted in all cases. Preterm premature rupture of membranes (p-PROM) occurred in 6 out of 79 pregnancies (7.5%), and preterm birth (PTB) in 36 out of 122 pregnancies (29.5%). In BPS IFL was successfully performed in all cases with no significant complications. The rate of p-PROM and PTB were respectively 3.2% and 12.5%. All PCA IFL treated cases resulted in successful pregnancy outcomes; no cases of p-PROM were reported, but the rate of PTB reached a peak of 60% due to fetal complications. In SCT cases, complete cessation of blood flow was achieved in 4 patients (36.4%); p-PROM occurred in two cases (18.2%), whereas the rate of PTB was 87.5%. In ER no intraoperative or major maternal complications were described in the literature. Rates of miscarriage and PTB differed between initial trichorionic triamniotic and dichorionic triamniotic triplet pregnancies. Discussion: Our analysis suggests that IFL is a feasible technique for the management of different fetal conditions. However, the overall risk of PTB and its related morbidity and mortality, ranges from 12.5% in BPS to 87.5% in SCT. This could aid in decision making during prenatal counselling. However final perinatal outcome depends on the severity of the disease itself.
DOI: 10.17632/dwnkncnzwn.1
title: RNA-seq data of liver tissues of MAFLD patients and controls

description: Whole transcriptome sequencing data of liver tissues from 16 male patients, seven with MAFLD and nine controls.
DOI: 10.17632/r4wyn7smh3.1
title: LINF_350016600

description: NADH-dependent fumarate reductase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/29957ryhjp.1
title: LINF_350016400

description: dolichyl-diphosphooligosaccharide--protein glycotransferase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/4vpk34cg2x.1
title: LINF_350016200

description: dolichyl-diphosphooligosaccharide--protein glycotransferase
Leishmania infantum (strain JPCM5)
DOI: 10.35078/jvp9ud
title: Replication Data for: Ficha epidemiológica de localidade: Distrito: Teófilo Otoni| Município: Serra dos Aimorés

description: Levantamento Triatomínico com operações de campo ocorridas em Minas Gerais pela Superintendência de Campanhas de Saúde Pública (SUCAM) e FUNASA (Fundação Nacional de Saúde), no período de 1979 a 1999, objetivando a busca da presença de vetores da doença de Chagas ou de vestígios dessa presença. A partir dela são orientadas as operações com inseticida (pt) Triatomine survey with field operations carried out in Minas Gerais by the Public Health Campaigns Superintendence (SUCAM) and FUNASA (National Health Foundation), from 1979 to 1999, aiming to search for the presence of Chagas disease vectors or traces of that presence. From it, operations with insecticide are guided (en) Encuesta de triatominos con operaciones de campo realizada en Minas Gerais por la Superintendencia de Campañas de Salud Pública (SUCAM) y FUNASA (Fundación Nacional de Salud), de 1979 a 1999, con el objetivo de buscar la presencia de vectores de la enfermedad de Chagas o rastros de esa presencia. Desde ella se orientan las operaciones con insecticida (es)