cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.20334753.v1
title: Early, intensive lower extremity rehabilitation shows preliminary efficacy after perinatal stroke.xlsx

description: Data from a pilot randomized controlled trial, published in <strong>Hurd et al. (2022)</strong> Early, intensive, lower extremity rehabilitation shows preliminary efficacy after perinatal stroke: Results of a pilot randomized controlled trial. <em><strong>Neural Rehabilitation and Neural Repair</strong></em>, Vol. 36(6) 360–370 (DOI:10.1177/15459683221090931), also in <strong>References</strong>, below. The intervention used in this study is called <strong>ELEVATE</strong> (Engaging the Lower Extremity Via Active Therapy Early). <br> Details regarding the protocol for the study and the <strong>ELEVATE</strong> intervention, please see: <strong>Hurd et al. (2017)</strong> Early intensive leg training to enhance walking in children with perinatal stroke: Protocol for a randomized controlled trial. <em><strong>Physical Therapy</strong></em> vol. 97(8) 818-825 doi.org/10.1093/ptj/pzx045 doi.org/10.1093/ptj/pzx045
DOI: 10.17632/6hyyntwm4x
title: Dynamic environment with moving obstacle dataset for mobile robot path planning

description: This is a dataset for dynamic environment with moving obstacles mobile robot path planning. It is a Matlab (.mat) dataset. Each of the obstacles starts at different positions, and with different direction of movement, velocity and distances.
There are four folders (m20, m50, m100 and m150) each with 200 datasets each of moving obstacles (800 dataset in all)
m20 - contains dataset for 20 moving obstacles with each generated randomly with different positions, 
      direction of movement, velocity and distances
m50 - contains dataset for 50 moving obstacles with each generated randomly with different positions, 
      direction of movement, velocity and distances
m100 - contains dataset for 100 moving obstacles with each generated randomly with different positions, 
      direction of movement, velocity and distances
m150 - contains dataset for 150 moving obstacles with each generated randomly with different positions, 
      direction of movement, velocity and distances
////////////////////////////How to use the dataset ////////////////////////////////////////////////////////////////////
1. Run this code to display the initial map in addition to moving obstacles from datasets using --- main.m----
2. To run all dataset in a folder in a loop, 
       (a)assign ndatasets=200; at line 7 where 200= number of maps to display one at a time 
       (b)set num2str(..) to num2str(i) in fname=strcat('m100/dataset',num2str(2),'.mat'); %dataset with 100 moving obstacles where m100 
       (c)You can change the folder m100 for the number of obstacles you want ie. m20, m50,and m150.

3. To run main.m for a specific dataset number, 
       (a) Change the value 2 in fname=strcat('m100/dataset', num2str(2)' .mat'); to the dataset number you want 
       (c)You can change the folder m100 for the number of obstacles you want ie. m20, m50,and m150.
The code used to generate the dataset has been included. Run the Main.m file to create and generate your own dynamic environment dataset.
DOI: 10.17632/ps8677yrjm
title: Mitochondria-endoplasmic reticulum contacts in reactive astrocytes promote vascular remodelling. Goebel et al

description: Label-free proteomics datasets (excel files) of sorted mouse astrocytes with or without injury, in wild-type, Mfn2cKO or Mfn1cKO background (for details, see Goebel et al., 2020). - Comparison of FACS-enriched astrocytes from uninjured and injured wild-type mice at different time points; - Comparison of MACS-enriched resting astrocytes from uninjured wild-type and astrocyte-specific Mfn2cKO mice; - Comparison of FACS-enriched astrocytes from injured wild-type, astrocyte-specific Mfn2cKO and astrocyte-specific Mfn1cKOmice; - Comparison of FACS-enriched astrocytes from injured wild-type and astrocyte-specific Mfn1cKOmice - used to assess Mfn2 changes following Mfn1 deletion.
DOI: 10.17632/s8n2hpc3tt
title: All spectra

description: Raman spectra at each pressure point
DOI: 10.6084/m9.figshare.26142688.v1
title: FAIR IOP Medication Database

description: Standardized medication dataset containing a minimal set of FAIR medication data of 60 drugs frequently used in the ICUs of a large German hospital to accurately identify each drug. The database includes the following data: drug name, institution-specific product number, PZN, PPN, ATC, ASK, and EDQM codes for administration method, intended site of use, and routes of administration.
DOI: 10.17632/75hphx78ck
title: Dataset from laser scanning of lunar soil simulants

description: The dataset is saved in TXT and image file. The results of measurements by the three scanners are stored in separate folders, respectively.  Measurements were made for nine different distances. The following lunar soil simulants were used in the studies: LHS-1, AGK-2010, CHENOBI, LMS-1, JSC-1A, OPRL2N. The filename of data contains the abbreviation name of lunar soil simulant, the name of used TLS, and the measurement distance.
DOI: 10.17632/9wvhtjk7t7
title: Mirror symmetric broadband homodecoupled perfect echo

description: Pulse sequences in Bruker format for achieving broadband homodecoupling in w1 is described. The technique is implemented in a conventional 2D TOCSY experiment. A real and constant time mode version of the mirror symmetric decoupling approach is provided.
DOI: 10.17632/tn5pkyggcx
title: Assessment of carbon footprint of milk production and identification of its major determinants in smallholder dairy farms in Karnataka, India

description: Supplementary  file contains questionnaire (Table S1), and additional tables ( Table S2-S6) and figures  ( Figure S1-S2).
DOI: 10.17633/rd.brunel.28465502.v1
title: As large as microscopic life: A comprehensive guide to accurate estimates of body mass and allometric scaling for the aquatic micro-world dataset

description: Excel file with conversions, literature data, worked examples, and methods for allometric scaling. Used for this paper:As large as microscopic life: A comprehensive guide to accurate estimates of body mass and allometric scaling for the aquatic micro-world by Julia Reiss, Andrea Perna, and Daniel Perkins <br>
DOI: 10.6084/m9.figshare.11394801.v1
title: GRF_F_ML_PRO_left

description: This file is structured as a matrix with N rows x M columns. Each row holds the data of one subject and trial. The first column identifies each subject "SUBJECT_ID", the second column each recording session "SESSION_ID", and the third column each single trial within a recording session "TRIAL_ID".
DOI: 10.6084/m9.figshare.11969124.v1
title: L2 Section, Sample 46. 69 Year Old Female

description: A 3 mm thick para-sagittal slice of L2 vertebra from an 69 year old female embedded in PMMA then micro-milled block surfaces carbon coated for quantitative 20kV BSE SEM.<br><br>Later polished to remove coating and then imaged with high-contrast X-Ray Micro-tomography at 90 kV with 30 micron voxel size.<br><br>There is a 3D VR model available toohttps://skfb.ly/6QVTL<br>
DOI: 10.6084/m9.figshare.26506837.v2
title: Exploring Filipino Medical Students’ Attitudes and Perceptions of Artificial Intelligence in Medical Education: A Qualitative Mixed-Methods Study

description: The data shows the specific and summarized results of the quantitative and qualitative methods employed in the study entitled, "Exploring Filipino Medical Students’ Attitudes and Perceptions of Artificial Intelligence in Medical Education: A Qualitative Mixed-Methods Study". This includes the raw, anonymized survey results, transcript of the focus group discussions conducted, and diagrammatic summaries of the results.
DOI: 10.26180/20523300.v1
title: Dataset from Investigating The Effect of Direction on The Limits of Haptic Retargeting

description: Dataset from "Investigating The Effect of Direction on The Limits of Haptic Retargeting" paper. <br> This dataset contains collected responses from the experiments conducted and reported in the paper. This includes the 2AFC responses and Self-Localisation responses of the participants when presented with hand redirection. <br>
DOI: 10.6084/m9.figshare.1189369.v1
title: Technique and data collection: Grassland Quadrant Sampling

description: In York University Woodlot, a standard size qandrant was placed randomly 20 times, and during each time, the following observations were made on plant species in the quadrant. First the total number of species present were identified and recorded with the help of classification key. this was followed by a measure of abundane, which was the total number of each individual that was observed for each plant species. Species Richness was also obtained, which was the total number of different plant species observed in each quadrant. finally, the percent cover of each species was obtained, by simply estimating the total vegetation cover on the ground by that specie.
DOI: 10.6084/m9.figshare.7775819.v1
title: Supplementary files ceftriaxone plasma

description: Supplementary files to the article "Determination of ceftriaxone in human plasma using LC-MS/MS". Submitted to Wellcome Open Research. Text files contains bioanalytical method validation raw data to calculate method performance, including stability raw data presented in the article.
DOI: 10.17632/gdkpjnjv45
title: PDR patients and vitrectomy

description: a epidata dataset for pdr patients underwent vitectomy
DOI: 10.17632/x6z6h79n97
title: Dataset: Air Quality Index (AQI) of Major Indian Cities and Stations 23/4/2024

description: The dataset contains air quality information for various cities across India. It includes parameters such as Air Quality Index (AQI), concentrations of particulate matter (PM2.5 and PM10), ozone (O3), nitrogen dioxide (NO2), sulfur dioxide (SO2), carbon monoxide (CO), as well as geographical coordinates and time stamps. This dataset enables analysis and comparison of air quality levels among different cities, aiding in understanding environmental health impacts and informing policy decisions.
DOI: 10.17632/zr4ffhd3k9
title: Longitudinal Healthspan Data

description: In order to assess healthspan, we performed a series of longitudinal, clinically-relevant healthspan measurements developed by Howlett and her colleagues. This frailty index (FI) consists of 31 phenotypes that are indicators of age-associated health deterioration, with each phenotype scored on a 0, 0.5 or 1 scale, based on its severity. All scorings were conducted in a blinded manner. The 31-metrics share many characteristics of human frailty indices and have been reported to progress similarly with aging in when compared with the well-established Rockwood frailty scale for humans. Measurements were repeated approximately every eight weeks, providing us with eight and seven sets of data respectively for male and female groups. The total frailty score, which is the average of 31 frailty phenotypes, was calculated for each animal at every time point .
DOI: 10.6084/m9.figshare.23553822.v1
title: Nucleotide analyses of control and MSO-treated Plasmodium falciparum cultures

description: Nucleotide analyses of control and MSO-treated Plasmodium falciparum cultures
DOI: 10.6084/m9.figshare.3531569.v1
title: Appendix A. The diversity–interaction modeling approach: a worked example.

description: The diversity–interaction modeling approach: a worked example.
DOI: 10.17632/vstnx7swt2
title: Dataset of 100 Purchase Records from the Manufacturer's Database (Association Rule & MS-OAP Research)

description: This Dataset present an extraction of 100 Purchase Records from the Manufacturer's Database in the research about the use of Association Rule Unsupervised Learning for MS-OAP
DOI: 10.17632/xdnjy9p5zn
title: RNN data

description: The data for the manuscript "Self-supervised Learning and Prediction of Microstructure Evolution with Recurrent Neural Networks". Detailed data description is included in file "data_description.pdf".
DOI: 10.17632/2wy57h3n59
title: Time management, job satisfaction, and job burnout among medical crews in Jordan during COVID-19 pandemic

description: The data was collected for a study to examine the relationship among time management, job satisfaction, and job burnout among medical crews in Jordan during COVID-19 pandemic. The dataset was collected toward the end of the 2021 year. Such that, an electronic questionnaire was hosted on Google forms and put out seeking responses from medical crews in Jordan. The invitation letters to participate in the questionnaires were distributed via social networks of medical crews in Jordan. Seven hundred and thirty-seven participants responded to the questionnaire The first part of the questionnaire sought demographic information about participants. The second part of the questionnaire sought data about the following factors Time management - Setting goals and priorities (SGAP), Time management – Mechanics (Mech), Job burnout - Emotional exhaustion (EE), and Job satisfaction (JS). All constructs were operationalized using validated items from prior research. Time management - Setting goals and priorities (SGAP), Time management – Mechanics (Mech), and Job burnout - Emotional exhaustion (EE) were operationalized using a 5-point frequency rating scale ranging from 1 (“Very seldom”) to 5 (“Very often”). Job satisfaction (JS) was operationalized using a 5-point Likert scale from 1 (“strongly disagree”) to 5 (“strongly agree”). The questionnaire is provided with the files.  Structural equation modelling approach, in R language version 4.0.1, was applied to analyze the data for the model. Also, R language version 4.0.1 was used to calculate descriptive statistics for the data. R code file is provided with the files.
DOI: 10.17632/kzt6h7pz97
title: IT Career Proficiency Dataset

description: Carefully collected dataset of approximately 9000 survey responses on proficiency in various skills for software jobs. The dataset was collected through a survey shared with early career professionals and experienced working professionals who assess themselves in various fields of IT and Software. 
The dataset can be used for various tasks including but not restricted to classification, clustering, building recommendations and generating insights.
DOI: 10.17632/wwwb8whm9n
title: DESARROLLO DE UNA ESTRATEGIA DE COMUNICACIÓN PARA LA TIENDA VIRTUAL @SANDIA.COL

description: Anteproyecto de grado sobre comunicación estratégica para pequeños emprendimientos que están empezando en el mundo digital donde desean trabajar principalmente e iniciar como tienda virtual.
DOI: 10.17632/zj9wp2kgmt
title: CR_NPacct_JIE_dta_codes folder 2

description: Stata data, codes, Excel spreadsheets for Anderson, "Commercial Rivalry as Seller Incidence Shifting: Non-parametric Accounting of the China Shock
DOI: 10.6084/m9.figshare.26664544.v1
title: Additional file 3 of Human lifespan and sex-specific patterns of resilience to disease: a retrospective population-wide cohort study

description: Additional file 3. Data regarding numbers at risk for the survival data.
DOI: 10.6084/m9.figshare.28379654.v1
title: Supplementary Material for: Comprehensive immune landscape in allergic conjunctivitis: insights from Mendelian randomization analysis

description: Introduction: Current understanding of the immune landscape underlying allergic conjunctivitis (AC) remains rather limited. We investigated the potential association between circulating immunophenotypes and AC using Mendelian randomization (MR) methodology. 
Methods: Based on genome-wide association studies (GWAS) summary-level statistics, a 2-sample MR was employed to analyze the bidirectional causal relationships between 731 circulating immunophenotypes and AC risk. 
Results: A total of 33 genetically predicted immunophenotypes were significantly associated with AC risk. A protective effect of 18 immunophenotypes against AC was found, such as CD3 on CD39+CD8br (Inverse variance weighted [IVW] odds ratio [OR] = 0.936, 95% confidence interval [CI]: 0.925-0.985, p = 0.003) and CD25 on CD28+CD4+ (IVW OR = 0.921, 95% CI: 0.863-0.983, p = 0.013). Conversely, 15 immunophenotypes were found to be significantly associated with AC risk, such as CD25 on IgD–CD38dim (IVW OR = 1.042, 95% CI: 1.012-1.073, p = 0.006). Reverse MR based on these 33 genetically predicted immunophenotypes suggested that AC also had a significant influence on four circulating immune cells, including CD33–HLA DR– AC (IVW OR = 1.187, 95% CI: 1.034-1.362, p = 0.015), CD3 on CD39+CD8br (IVW OR = 0.876, 95% CI: 0.779-0.985, p = 0.027), HLA DR on CD14+ monocyte (IVW OR = 0.831, 95% CI: 0.725-0.953, p = 0.008), and CD39 on CD39+ secreting Treg (IVW OR = 1.123, 95% CI: 1.002-1.259, p = 0.046). 
Conclusion: Our study highlights the intricate association between immune cells and AC, providing a valuable basis for future mechanistic and therapeutic studies from an immunological perspective.
DOI: 10.17632/r2tn362c4v
title: Excel SAMR and Creativity (Originality)

description: excel data from SAMR and creativity (Originality). data obtained from 175 students. collected using a questionnaire and observation
DOI: 10.6084/m9.figshare.1189282.v1
title: S6 sandstone

description: Micro-CT image of S6 sandstone and extracted networks (Dong and Blunt, 2009, DOI: http://dx.doi.org/10.1103/PhysRevE.80.036307) The image can be visualised by opening the Nrrd header file S6.nhdr in visualization software such as Paraview or ImageJ (http://fiji.sc/Fiji), You can also open the S6.nhdr file in a text editor to see the image and voxel sizes. See the link provided for further information.
DOI: 10.6084/m9.figshare.12561953
title: Supplementary Material for: TUBB3 Is Associated with High-Grade Histology, Poor Prognosis, p53 Expression, and Cancer Stem Cell Markers in Clear Cell Renal Cell Carcinoma

description: <b><i>Background:</i></b> βIII-Tubulin, encoded by the <i>TUBB3</i> gene, is a microtubule protein. Several studies have shown that overexpression of TUBB3 is linked to poor prognosis and is involved in taxane resistance in some cancers. <b><i>Objective:</i></b> The aim of this study was to analyze the expression and function of TUBB3 in clear cell renal cell carcinoma (ccRCC). <b><i>Methods:</i></b> The expression of TUBB3 was determined using immuno­histochemistry in ccRCC specimens. The effects of TUBB3 knockdown on cell growth and invasion were evaluated in RCC cell lines. We analyzed the interaction between TUBB3, p53, cancer stem cell markers, and PD-L1. <b><i>Results:</i></b> In 137 cases of ccRCC, immunohistochemistry showed that 28 (20%) of the ccRCC cases were positive for TUBB3. High TUBB3 expression was significantly correlated with high nuclear grade, high T stage, and N stage. A Kaplan-Meier analysis showed that high expression of TUBB3 was associated with poor overall survival after nephrectomy. In silico analysis also showed that high TUBB3 expression was correlated with overall survival. Knockdown of TUBB3 suppressed cell growth and invasion in 786-O and Caki-1 cells. High TUBB3 expression was associated with CD44, CD133, PD-L1, and p53 in ccRCC. We generated p53 knockout cells using the CRISPR-Cas9 system. Western blotting revealed that p53 knockout upregulated the expression of TUBB3. <b><i>Conclusion:</i></b> These results suggest that TUBB3 may play an oncogenic role and could be a potential therapeutic target in ccRCC.
DOI: 10.6084/m9.figshare.23653110.v4
title: Higher vegetation sensitivity to meteorological drought in autumn than spring across European biomes

description: The Spearman correlation between a vegeataion indicator and SPEI at each half-month step (24 time series for a pixel). This is done for seven indicator (NDVI, NIRv, PPI, LAI, FPAR, SIF, and FluxSat GPP) and 24 time scales (1 to 21 months). The multiple linear regression is done inthe same data combination, including SM, VPD, Rn, and aCO2. The above is at 0.1 degree resolution, and the whole study area is shown in GOTIFF land cover map at 0.05 degree resolution.
DOI: 10.17632/h3gzvp2cmz
title: The Use of Tetracyclines in Hidradenitis Suppurativa: A Systematic Review Supplementary Material 1-3

description: Supplementary material for The Use of Tetracyclines in Hidradenitis Suppurativa: A Systematic Review
1

Supplement 1: Full Literature Search Strategies
Supplement 2: Screening and Extraction Process
Supplement 3: PRISMA Diagram

Table 1: Summary of Studies
DOI: 10.6084/m9.figshare.14161307.v1
title: SkullFix - MICCAI AutoImplant 2020 Challenge Dataset

description: The SkullFix contains 100 triplets (complete skull, defective skull and the implant) for training and 110 triplets for evaluation. The SkullFix dataset was first used in the MICCAI 2020 AutoImplant Challenge (https://autoimplant.grand-challenge.org/).<br><br>-Please use the following citations if you use the datasets in your work:<br>J. Li and J. Egger. SkullFix - MICCAI AutoImplant 2020 Challenge Dataset. Figshare, 2021.<br>O. Kodym, J. Li, et al. SkullBreak / SkullFix – Dataset for automatic Cranial Implant design and a Benchmark for Volumetric Shape learning Tasks. Data in Brief (DIB), Elsevier, 106902, ISSN 2352-3409, 2021.<br><br>-The datasets can be viewed with StudierFenster:<br>www.studierfenster.at<br><br>-Toolbox Link:<br>https://github.com/jianning-li/SciData<br><br>-Please see also our second AutoImplant Challenge for cranial implant design in 2021:<br>http://doi.org/10.5281/zenodo.4577269
DOI: 10.6084/m9.figshare.17085434.v1
title: Supplementary Material for: Length of Stay in Older Patients Undergoing Transcatheter Aortic Valve Replacement: Value of a Geriatric Approach

description: <b><i>Background:</i></b> For patients with transcatheter aortic valve replacement (TAVR), increased length of stay (LOS) is associated with increased long-term mortality. The main objective of our study was to analyze the association between geriatrics factors and the hospital LOS for older patients undergoing TAVR for severe aortic stenosis. <b><i>Methods:</i></b> This retrospective single-center study included all patients aged ≥75 who underwent TAVR between January 2018 and January 2019. Hospital LOS and postoperative complications were analyzed regarding the geriatric factors recorded during a systematic preoperative, comprehensive geriatric assessment (CGA). The individualized-care plans established after the preoperative CGA were also analyzed. <b><i>Results:</i></b> median LOS of the 196 patients included was 6 days (interquartile range: 4–8), and 29% of patients had prolonged LOS. In a multivariable analysis, the preoperative factors associated with a prolonged hospital LOS were EuroSCORE I (<i>p</i> value = 0.02), prior major neurocognitive disorders (<i>p</i> value = 0.01), femoral access (<i>p</i> value &lt;0.001), all complications (<i>p</i> value &lt;0.001), and discharge in a rehabilitation center (<i>p</i> value &lt;0.001). One-fourth (27%) of the patients had at least 1 geriatric complication. After CGA, 69 patients did not need any geriatric recommendation, whereas for the 127 other patients, an individualized-care plan was established but only 46 (36%) of them were followed up. <b><i>Conclusion:</i></b> Our results favor the preoperative screening for major neurocognitive disorders in order to reduce LOS. Furthermore, the proposed individual-care plans after CGA were poorly followed. Practitioners may perceive the preoperative CGA as a screening tool, but its primary objective is to develop an individualized-care plan as a prehabilitation plan in order to optimize the physical, functional, and social issues.
DOI: 10.6084/m9.figshare.24418267.v2
title: Influence of extreme rainfall event in North China on coastal ecosystem data sets

description: This is a dataset for 'An inland extreme rainfall event triggered unexpected coastal ecological disasters thousands of kilometers away'