cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26066779.v1
title: Camel milk

description: Camel milk has demonstrated robust immunomodulatory and anti-inflammatory properties in murine allergic asthma model
DOI: 10.6084/m9.figshare.28262693.v2
title: <b>YO-AFD</b>

description: <b>YO-AFD: An improved YOLOv8-based deep learning approach for rapid and accurate apple flower detection</b><b>runs\detect\train\weights: best.pt</b><b>images\train: dataset</b>
DOI: 10.6084/m9.figshare.7820300.v1
title: Moon effect Dupont´s lark

description: Raw data<br>
DOI: 10.17632/8tg3xypxm7
title: Uso simuladores LABSAG

description: Informe gerencial Simuladores: Simdef, Simpro y Tenpomatic, de acuerdo a lo experimentado por la estudiante en referencia. Es el resultado del trabajo realizado durante el semestre VIII del programa de administración de empresas
DOI: 10.6084/m9.figshare.15153165.v1
title: Unpartitioned UCE alignments

description: Alignments of UCE loci filtered for taxon completeness (75, 85, and 95% respectively)
DOI: 10.6084/m9.figshare.11374458.v3
title: Single Cell RNA-Seq data for Cancer Stem Like Reversal Project

description: scRNA-Seq data for the CSL reversal project.
DOI: 10.6084/m9.figshare.22280629.v2
title: Data and code to reproduce "Latitudinal specificity of plant-avian frugivore interactions"

description: This repository contains the data and code needed to reproduce the analyses in:Ten Caten, C., Dallas, T., Latitudinal specificity of plant-avian frugivore interactions.Please, If using any of the datasets below, cite the source that compiled the data (full citations are provided when applicable)net.long.txt file contains the interaction data compiled by Fricke, Evan C., and Jens-Christian Svenning. "Accelerating homogenization of the global plant–frugivore meta-network." <i>Nature</i> 585.7823 (2020): 74-78.Species_phylogeny_Diff.txt contains that harmonized names of some bird species output.nex contains the frugivore phylogenies obtained from Jetz, Walter, et al. "The global diversity of birds in space and time." <i>Nature</i> 491.7424 (2012): 444-448.AVONET_Raw_Data.csv has the bird functional data compiled by Tobias, Joseph A., et al. "AVONET: morphological, ecological and geographical data for all birds." <i>Ecology Letters</i> 25.3 (2022): 581-597.28554.txt, 27783.txt, and 27782.txt are files that have functional data obtained from the TRY database. Kattge, Jens, et al. "TRY plant trait database–enhanced coverage and open access." <i>Global change biology</i> 26.1 (2020): 119-188.Functions_JAE.R has all the functions used in the Analyses_JAE.R file. Functions_JAE.R should be compiled before running the code in Analyses_JAE.RAnalyses_JAE.R has all the code necessary to reproduce the analyses presented in the manuscript. <br><br><br>
DOI: 10.6084/m9.figshare.26977597.v2
title: Malete et al., Physical Activity and Mental Health During COVID-19 in Four African Countries

description: Considering varied COVID-19 responses in Botswana, Ghana, Nigeria, and Tanzania when cases started to increase in the continent, this study examined the proportion of adults meeting World Health Organization (WHO; 2020) PA guidelines (≥ 150 minutes of moderate-to-vigorous intensity PA [MVPA] per week), as well as the associations between time (minutes) spent in MVPA per week and symptoms of anxiety and depression.
DOI: 10.6084/m9.figshare.25096601.v1
title: wvSlpFailureML: A dataset for slope failure occurrence predictive modeling using machine learning and LiDAR -derived topographic variables for the entirety of the state of West Virginia, USA.

description: This dataset consists of 575,670 point locations across the state of West Virginia. Those mapped to the “slpF” class (n = 116,413) were interpreted to be initiation locations of slope failures (e.g., landslides, debris flows, rock topples, etc.). Each slope failure location was collected as a point feature at the interpreted slope failure initiation location by an analyst then subsequently checked by another interpreter. Interpretation primarily relied on light detection and ranging (LiDAR)-derived hillshades and slopeshades and other ancillary geospatial data. All non-slope failure points are labeled as “not” (n=459,257) and were collected as random points at least 30 meters away from the mapped slope failure locations and occurring within the state extent. The “not” points serve as pseudo-absence samples. All topographic variables were derived from a 2 m spatial resolution digital terrain model (DTM) produced from LiDAR data. For topographic measures requiring a moving window, a circular window with a 7 cell radius was used. Physiographic regions are defined relative to Major Land Resource Areas (MLRAs): https://www.nrcs.usda.gov/resources/data-and-reports/major-land-resource-area-mlra. The wvSlpFailures.csv file provides only the attributes while the wvSlpFailures.shp file includes the spatial coordinates. We have included a Word document and PDF that further describes the data.
DOI: 10.6084/m9.figshare.7592936.v1
title: The chemical states of components (Fig.S2)

description: The<b> </b>XPS survey spectra
DOI: 10.6084/m9.figshare.14727858.v2
title: Leptodermis oblonga genome

description: Leptodermis oblonga genome and annotation files: genome file , repeats and genes annotation files, protein file.<br>
DOI: 10.6084/m9.figshare.c.3604895_d2.v1
title: Additional file 1: Table S1. of Comparative genome analysis of Mycoplasma pneumoniae

description: Initial assembly characteristics. (XLSX 19Â kb)
DOI: 10.17632/h4gjg7jyyx
title: Identification of Cancer/Testis Antigens Related to Gastric Cancer Prognosis Based on Co-Expression Network Analysis and Integrated Transcriptome Analysis

description: All supplementary data regarding this paper are provided in this datasets
DOI: 10.6084/m9.figshare.12162963.v2
title: GTT-1-protein-177.dcdWW domain trajectories

description: Trajectories of ww domainTrajectories dataTrajectories of WW domain
DOI: 10.17632/jjsctjd6fw
title: Dried crickets (Gryllus sigillatus) and black soldier fly larvae meal (Hermetia illucens) for use in broiler chicken diets: Nutrient composition and availability

description: This research includes data that was originally conducted to meet the requirements of an MSc Thesis by Holly Fisher in 2021 at Dalhousie University in the Faculty of Agriculture in the Department of Animal Science, Bible Hill, NS, Canada, titled, “Evaluation of cricket meal (Gryllus sigillatus) and black soldier fly meal (Hermetia illucens) when incorporated in broiler chicken (Gallus gallus) diets," and specifically accompanies the chapter, "Digestibility of freeze-dried and oven-dried cricket meal cricket meal (Gryllus sigillatus) and black soldier fly meal (Hermetia illucens) in broiler chickens," within the same thesis. This dataset includes the individual pen growth, feed intake, apparent metabolizeable energy (AME) and nutrient digestibility data from this research.
DOI: 10.17632/wpy848vsfy
title: Colocalization features for classification of tumors using desorption electrospray ionization mass spectrometry imaging

description: Data used for the data analysis of the paper: Inglese, P., Correia, G., Pruski, P., Glen, R. C., & Takats, Z. (2019). Colocalization features for classification of tumors using desorption electrospray ionization mass spectrometry imaging. Analytical chemistry.
DOI: 10.6084/m9.figshare.28602410.v1
title: Data from /odom topic in ROS(Robot Operation System)

description: The dataset contains the position and rotation positioning, linear and angular velocity in 20ms interval of the robot in ROS(Robot Operation System).
DOI: 10.17632/swsfj47cxw
title: Data for: Glaucoma home-monitoring using a tablet-based visual field test (Eyecatcher): An assessment of accuracy and adherence over six months

description: Visual field data, including MD (dB), test duration (sec), and pointwise Differential Light Sensitivity (dB) values. 440 rows total (20 participants x 2 eyes x 11 tests). The 11 tests are comprised of 2 HFA pre tests, 1 Eyecatcher practice test, 6 Eyecatcher home-monitoring tests, and 2 HFA post tests. Note that 10 participants did not perform an Eyecatcher practice test, 1 participant did not complete all 6 home tests (ID=20), and 1 participant did not complete the 2 HFA post tests (ID=16). For further details see manuscript.
DOI: 10.6084/m9.figshare.22111154.v1
title: Supplementary Material for: Clinical Characteristics and Outcomes of Generalized Pustular Psoriasis (GPP) Flares

description: Background: Generalized pustular psoriasis (GPP) is a rare, neutrophilic skin disease that can become life-threatening if flares are untreated. There are limited data describing the characteristics and clinical course of GPP disease flares with current treatment options. Objective: To describe the characteristics and outcomes of GPP flares using historical medical information from patients enrolled in the Effisayil™ 1 trial. Methods: Investigators collected retrospective medical data characterizing patients’ GPP flares prior to clinical trial enrollment. Data on overall historical flares were collected, as well as information on patients’ typical, most severe, and longest past flares. This included data on systemic symptoms, flare duration, treatment, hospitalization, and time to clearance of skin lesions. Results: In this cohort (N=53), patients with GPP experienced a mean of 3.4 flares per year. Flares were painful, associated with systemic symptoms, and often triggered by stress, infections, or treatment withdrawal. Resolution of flares was longer than 3 weeks in 57.1%, 71.0%, and 85.7% of documented (or identified) typical, most severe, and longest flares, respectively. GPP flares led to patient hospitalization in 35.1%, 74.2%, and 64.3% of patients for their typical, most severe, and longest flares, respectively. For the majority of patients, pustules took up to 2 weeks to clear for a typical flare and 3–8 weeks to clear for the most severe and longest flares. Conclusion: Our findings highlight that current treatment options are slow to control GPP flares and provide context for assessing the efficacy of new therapeutic strategies in patients with a GPP flare.
DOI: 10.6084/m9.figshare.25883674.v2
title: Holter: Monitoring Continuous Integration Practices

description: Background: Despite widespread adoption and an extensive body of research evaluating Continuous Integration (CI), there is evidence that not all CI practices are fully adopted. Aims: To help the full adoption of CI, we present in this paper Holter - a tool that automatically calculates and monitors a suite of metrics associated with CI practices. The tool enables developers to continuously access these metrics and receive alerts regarding the evolution of CI practices. Method: We illustrate the usage of our tool for monitoring CI practices and compare the Holter monitoring dashboard with those of existing CI services and third-party tools. Results: Leading CI services and complementary tools still offer basic support for monitoring CI practices. Focusing on monitoring fundamental information related to the performance of the CI pipeline, Holter provides a more comprehensive perspective of CI that cannot be<br>found in other tools. Conclusions: Holter can be used to monitor and improve CI practices in software development projects. Additionally, it can provide an overview of a project’s CI maturity.
DOI: 10.6084/m9.figshare.26416318.v1
title: Gen. Alpha vs Gen. Z.

description: A study examining the prevalence of social interaction anxiety among Gen. Alpha vs. Gen Z. in India. For more information contact the authors- ramagokulakrishnan@gmail.com
DOI: 10.6084/m9.figshare.3522500.v1
title: Appendix A. Analyses by the proportional-hazard model of the effects of distance, density, and light on seedling survival.

description: Analyses by the proportional-hazard model of the effects of distance, density, and light on seedling survival.
DOI: 10.6084/m9.figshare.712512.v2
title: 1936-1940 OK Counties General Highway Maps GEOREF

description: This zip file includes a georeferenced (Projected &gt; UTM &gt; NAD 1927 &gt; Zone 14 North) set of Oklahoma Counties General Highway and Transportation Maps. The maps range in date from 1936 to 1940. 76 of the 77 Oklahoma counties are represented; this set is missing a LeFlore County map.
DOI: 10.17632/83mxb7ydpw
title: Anti-SS-A antibody is a potential predictor of severe Stevens-Johnson syndrome and toxic epidermal necrolysis: A retrospective cohort study

description: Supplementary materials, figures, and tables for publication titled: Anti-SS-A antibody is a potential predictor of severe Stevens-Johnson syndrome and toxic epidermal necrolysis: A retrospective cohort study. JAAD
DOI: 10.17632/c5ptknsjvm
title: Nature Connectedness, Emotion Regulation, and Stress

description: The data were used in the study investigated the mediator role of cognitive emotion regulation strategies in the relationship between nature connectedness and stress.
DOI: 10.17632/cvssxs46pr
title: in vivo cardiovascular effects of L leonurus diterpenoids

description: This study assessed the effect of five diterpenoid compounds (dubiin, saponified dubiin, DC8, DC9 and marrubiin) isolated from Leonotis leonurus (Lamiaceae) on blood pressure and heart rate in the anaesthetized normotensive Wistar rat model. L. Leonurus is a medicinal plant indigenous to southern Africa, used in traditional medicines for the treatment of various diseases including cardiovascular diseases, with extracts of the plant leaves reported to produce varying cardiovascular effects in vitro and in vivo. Our hypothesis was that the cardiovascular effects reported with extracts of the plant were due to these diterpenoid compounds previously isolated from the plant. Changes to blood pressure and heart rate with the IV administration of these compounds were recorded in anaesthetized male Wistar rats via a cannulated femoral artery connected to a BP transducer, BP amplifier and a PowerLab. The data presented shows replicate (6) values for blood pressure and heart rate after 3 minutes of infusion of the test compound. Mean and SEM are presented at the bottom of each dose column as well as results of ANOVA testing for significant differences to the control (saline) and positive control (dobutamine 60 ug/kg). Dubiin, DC 8, DC 9 and saponified dubiin produced dose-dependent increases in blood pressure and heart rate, while marrubiin produced dose dependent decreases in blood pressure, with non-significant changes to heart rate.
DOI: 10.17632/rk47kjvw9n
title: Supplementary data Khatib

description: Supplementary materials and Supplementary Figure 1
DOI: 10.6084/m9.figshare.156599.v6
title: OACoder

description: Geodemographic classifications are small area classifications of social, economic and demographic characteristics. The Output Area Classification (OAC) is a free geodemographic classification. It is an Office of National Statistics validated measure that summarises neighbourhood conditions at the Output Area Level across the United Kingdom. Linkage of this valuable statistics has been problematic for users more used to address records that are georeferenced using unit postcodes. OACoder resolves this problem by allowing users to link corresponding OAC codes to each of the postcode addresses. OACoder is an open source software, and it is developed and tested to work on different versions of windows operating systems. It is stored in Figshare. The source code of the OACoder is stored in SourceForge. As open source software, OACoder has reuse potential across a range of applications. The functionality of OACoder can be extended to work with new version of OAC (2011 OAC). It is also possible to reuse the source code and extend the functionality to work on different operating systems other than Windows. Different components of the software can be reused for the purpose of reading/writing CSV files and handling large data sets. This software is made available under a GPL-3.0 license, and is described in the following paper: Muhammad Adnan, Alex Singleton, Paul A. Longley. 2013. OACoder: Postcode Coding Tool. Journal of Open Research Software, 1(1) DOI: http://dx.doi.org/10.5334/511ba2c94d661
DOI: 10.6084/m9.figshare.28070249.v1
title: 2004-2019 Spatial Connection Matrix of Tourism Supply.xls

description: Tourism Supply
DOI: 10.6084/m9.figshare.28728599.v1
title: Social media, substance use, and health data set 2024

description: This data set is drawn from primarily Hispanic university students and assesses topics associated with social media use and mental health.
DOI: 10.6084/m9.figshare.29142719.v1
title: Physical aging of glasses of an organic semiconductor

description: The first study of physical aging behavior of organic semiconductor glasses.
DOI: 10.6084/m9.figshare.7961117.v2
title: Tomato plant - stem and leaves

description: Lineart of tomato seedling
DOI: 10.6084/m9.figshare.16616062.v1
title: Supplementary Material for: Platelet Decreases following Continuous Renal Replacement Therapy Initiation as a Novel Risk Factor for Renal Nonrecovery

description: <b><i>Background:</i></b> Continuous renal replacement therapy (CRRT) is a form of dialysis used in critically ill patients, and has recently been associated with renal nonrecovery. Decreases in platelets following CRRT initiation are common and are associated with mortality, but associations with renal recovery are unclear. Our objective was to determine if platelet nadir or the degree of platelet decrease following CRRT initiation was associated with renal nonrecovery. <b><i>Methods:</i></b> This is a secondary analysis of the Randomized Evaluation of Normal versus Augmented Level (RENAL) trial. Primary predictors were platelet nadir discretized by median value and percent platelet decrease following CRRT initiation, with cut points evaluated by decile from 30 to 60%. The 2 primary outcomes were time to RRT-independence and RRT-free days. Secondary outcomes were 28-day mortality, 90-day mortality, intensive care unit (ICU)-free, and hospital-free days. <b><i>Results:</i></b> Time to RRT independence censored for death was achieved less frequently in patients with low platelet nadir (hazard ratio [HR] 0.77, confidence interval [CI] 0.66–0.91) and in those with &gt;50% platelet decrease (HR 0.84, CI 0.72–0.97). RRT-free days were lower in both low platelet nadir (odds ratio [OR] 0.94, CI 0.90–0.97) and &gt;50% platelet decrease (OR 0.91, CI 0.88–0.95). These groups also had higher rates of 28- and 90-day mortality and fewer ICU-free and hospital-free days. Thrombocytopenia at CRRT initiation was also associated with renal nonrecovery, although the clinical effect was small. <b><i>Conclusions:</i></b> Platelet nadir &lt;100 × 10<sup>3</sup>/µL and platelet decrease by &gt;50% following CRRT initiation were both associated with lower rates of renal recovery. Further research is needed to evaluate mechanisms-linking platelet changes and renal nonrecovery in CRRT.
DOI: 10.6084/m9.figshare.19719685.v1
title: SUE model in waiting rooms database.csv

description: Database collected in waiting rooms at two Chilean medical centers. The questionnaire was built to validate the Spatial User Experience model (SUE; Juliá Nehme et al., 2020) in outpatient waiting rooms. The database includes patients' and companions' demographic information and multi-item scales representing the eight SUE dimensions: spatial cognition, physical compatibility, environmental compatibility, emotional reaction, spatial appreciation, proxemics, user experience, and behavioral response. <br> Dimensions and Items User Experience (e1-e4) Behavioral Intentions (i1-i5) Environmental Compatibility (amb1-amb7) Physical Compatibility (f1-f10) Proxemics (p1-p5) Spatial Appreciation (ap1-ap9) Spatial Cognition (or1-or7) Emotional Reaction (em1-em8) <br> <br>
DOI: 10.21954/ou.rd.17206289.v1
title: HTTP DoS Dataset in PCAP format for Wireshark

description: The dataset contains network events generated by benign nodes and malicious nodes with a focus on HTTP DoS attacks:The malicious nodes generate the following attacks:Slow ReadSlow PostSlow GetHULKGoldeneye<br>for more information contactandy.reed@open.ac.uk
DOI: 10.6084/m9.figshare.22679839.v1
title: Datasets for AIDMAN Steps 1-3

description: Dataset of a novel artificial intelligence-based object detection system for malaria diagnosis (AIDMAN) <br>
DOI: 10.6084/m9.figshare.25287544.v1
title: Supplementary Material for: Arterial-Portal Venous Shunt after Drug-Eluting Bead Transarterial Chemoembolization for Hepatocellular Carcinoma Patients: Risk factors and Impact on Patient Survival

description: Introduction: The effectiveness of transarterial chemoembolization (TACE) in treating hepatocellular carcinoma (HCC) has been well established. The differential impacts of drug-eluting bead TACE (DEB-TACE) as opposed to conventional TACE (cTACE) on vascular changes, such as arterial-portal venous shunts (APS), have been recognized. However, their subsequent effects on treatment outcomes have not been fully explored. This study aims to identify risk factors associated with the occurrence of APS in HCC patients treated with DEB-TACE and to evaluate its impact on patient survival.
Methods: A retrospective analysis was conducted from January 2012 to December 2018 including 74 HCC patients receiving DEB-TACE as initial treatment and a 1:1 conventional cTACE. Kaplan-Meier analysis estimated overall survival (OS) and progression-free survival (PFS). Logistic regression identified significant risk factors for APS occurrence after DEB-TACE.
Results: APS incidence was significantly higher after DEB-TACE than cTACE (46.0% vs. 16.2%, p &lt; 0.001). No significant difference in median OS between APS and non-APS groups after DEB-TACE: 50 months (24.6-75.4) vs 26.9 months (19.5-43.2), p = 0.111; median PFS was 15.6 months (4.1-27.1) and 9.5 months (6.8-12.1) for the two groups, respectively, p = 0.065. Risk factors for APS occurrence after DEB-TACE were more than two feeding arteries (OR: 7.25, 95% CI: 1.82-28.95, p = 0.005) and non-selective embolization (OR: 8.02, 95% CI: 2.30-27.95, p = 0.001).
Conclusion: APS occurrence was higher in DEB-TACE-treated HCC patients, but it did not significantly affect overall survival and progression free survival. More than two feeding arteries and non-selective embolization were significant risk factors for APS occurrence after DEB-TACE.
DOI: 10.17632/j5bgddf6rp
title: ADAPTIVE: A Novel Dataset For Acoustic DysArthria deTection through temPoral Inference and Voice Engineering

description: Dysarthria is a prevalent speech disorder affecting approximately 53% of individuals with speech-related challenges, often arising from neurological conditions such as strokes, cerebral palsy, or Parkinson’s disease. This disorder disrupts the coordination and strength of the muscles used for speech, complicating clear communication, especially with unfamiliar listeners. The impact of dysarthria extends beyond mere communication difficulties; it significantly affects social interactions, job prospects, and educational experiences. Consequently, these challenges can diminish the overall quality of life for those affected, making it imperative to address the disorder effectively.

The research questions guiding this study on pre-screening for dysarthria using machine learning techniques are as follows:
RQ1 
What specific acoustic features contribute most to detecting speech dysarthria?
RQ2
How can machine learning algorithms be optimized to enhance the accuracy of dysarthria detection compared to traditional assessment methods?
RQ3
Can a minimum number of MFCC Features along with voice engineered features perform equally or better than taking into account a vast number of MFCC Features only?

Hence we introduce ADAPTIVE: A Novel Dataset For Acoustic DysArthria deTection through temPoral Inference and Voice Engineering.

Corresponding paper in the pipeline is yet to be published.

Please cite this dataset of it helps in your studies or if you build your own dataset using the acoustic-temporal feature engineering scripts, ML models or use findings from our research in your papers.