cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28479029.v1
title: Supplemental material from "New Mississippian materials of the lycopsid rootstock Stigmaria Brongniart from South China: Evidence for anatomical conservatism in this genus"

description: The genus <i>Stigmaria</i> Brongniart represents the underground rooting system of arborescent lycopsids, which were important elements in coal-swamp forests during the Carboniferous to Permian periods. The morphology and anatomy of <i>Stigmaria</i> have been extensively studied, mainly based on well-preserved materials from the Pennsylvanian of Euramerica, but knowledge about its pre-Pennsylvanian evolutionary history remains to be expanded. Here, new materials of <i>Stigmaria</i> are described from the Visean (Mississippian) Xiangbai Formation of Longli, Guizhou, southwestern China and are classified into <i>Stigmaria </i>cf.<i> S</i>. <i>ficoides </i>(Sternberg) Brongniart. Our plant is characterized by navel-shaped rootlet scars which are arranged helically around rhizomorphs. Its anatomy shows a mixed solenostele with endarch primary xylem and radially aligned secondary xylem which is divided into wedge-shaped segments by rootlet traces. The primary cortex is divided into five zones, but there is no secondary cortex. Rootlet vascular bundles are triangular monarch, protruding from the inner primary cortex to the rhizomorph surface. Our plant represents one of the two earliest records of <i>Stigmaria</i> with anatomy preserved, the other from the Visean of Glenarbuck, England. These Visean records demonstrate great similarity in anatomy with the Pennsylvanian and Permian materials of <i>Stigmaria ficoides</i>, indicating anatomical conservatism and long-term evolutionary stasis in the genus.
DOI: 10.17632/78n55wvwt2
title: Senegal hotels and private clinics 

description:     The target population consists of private clinics and four and five star hotels located in Senegal’s Coastal Region. Of the total of 40 clinics in the country, according to sources obtained from Senegal’s Ministry of Health, 28 are in the target region of our research. The target population in the case of hotels is made up of the four and five-star hotels that are located along Senegal’s coast, out of the total of 200 hotels that are in the area.
    During our research, all the clinics in the area under study were interviewed, 21 of the 28 agreed to collaborate by providing the information requested. In this case, though the statistical universe studied is 28 establishments, the sample analysed consisted of 21 cases.
DOI: 10.17632/m362fgpjd7
title: Dataset of CFD simulation modified air angle of CFB Boiler

description: Modified boiler geometry specifically in dense zone region is expected to alter the hydrodynamic occur inside the furnace. we present four modified models as the angle of secondary air compared to normal plane is declined intermittently. In dataset, there are 4 simulated cases conducted in ANSYS Fluent software along with reference case. We also present captured images of velocity at various point of view such as isometric, left, right, middle, and two additional section planes in line with the secondary air.
DOI: 10.17632/zkp7sbbx64
title: Dataset for analysing medication adherence among diabetes and hypertension patients: Patient-level and medication refill data

description: This is a dataset for medication adherence analytics among diabetes and hypertension patients: Patient-level and medication refill data. This is a state-of-the-art dataset that is valuable for examining medication adherence among patients with diabetes and hypertension in the setting of a developing nation. Researchers can build, train, test, evaluate, and distinguish various machine-learning models for medication adherence evaluation using the generated dataset.
DOI: 10.6084/m9.figshare.19752304.v1
title: Supplementary Material for: Do Patients with Psoriatic Arthritis Have More Severe Skin Disease than Patients with Psoriasis Only? A Systematic Review and Meta-Analysis

description: <b><i>Background:</i></b> Early identification of patients at risk of psoriatic arthritis (PsA) is essential to facilitate early diagnosis and improve clinical outcomes. Severe cutaneous psoriasis has been proposed to be associated with PsA, but a recent assessment of the evidence is lacking. Therefore, in this systematic review, we address the association of psoriasis skin severity with the presence and development of PsA. <b><i>Summary:</i></b> We included articles from a review published in 2014 and supplemented these with recent literature by performing an additional systematic search to identify studies published between 1 January 2013 and 11 February 2021. A meta-analysis was performed when sufficient comparable evidence was available. Of 2,000 screened articles, we included 29 in the analysis, of which 16 were identified by our updated search. Nineteen studies reported psoriasis severity as psoriasis area and severity index (PASI), ten studies as body surface area (BSA), and two studies as “number of affected sites.” Most studies show that more extensive skin disease is associated with the presence of PsA. The quantitative pooled analyses demonstrate higher PASI (mean difference [Δ] 1.59; 95% confidence interval [CI] 0.29–2.89) and higher BSA (Δ 5.31; 95% CI 1.78–8.83) in patients with PsA as compared to psoriasis patients without PsA. Results from prospective studies – that assess the risk of future development of PsA in psoriasis patients – were inconclusive. <b><i>Key Messages:</i></b> In patients with psoriasis, more severe skin involvement is associated with the presence of PsA, underpinning the importance of optimal dermatology-rheumatology collaboration in clinical care. There are insufficient data to support the use of psoriasis skin severity to predict the future development of PsA in psoriasis patients.
DOI: 10.6084/m9.figshare.21376500.v2
title: Data for extreme genome diversity and cryptic speciation in the harmful algal bloom forming eukaryote

description: Comparative genomic analysis of fifteen <em>Prymnesium parvum </em>strains<em>, </em>including genome assemblies, predicted CDS and protein sequences, multiple sequence alignments, tree files, and other related data files
DOI: 10.6084/m9.figshare.22691128.v2
title: Untitled Item

description: The MIDOG++ dataset represents an extension of the data set used in the MIDOG 2021 and 2022 challenges. We provide region of interest images from 503 histological specimens of seven different tumor types with variable morphology: breast carcinoma, lung carcinoma, lymphosarcoma, neuroendocrine tumor, cutaneous mast cell tumor, cutaneous melanoma, and (sub)cutaneous soft tissue sarcoma. The human and canine samples were processed and stained at different human and veterinary pathology laboratories with standard H&E dye and digitized with different digital whole slide image scanners. We provide labels for 11,937 mitotic figures that have been differentiated against 14,351 imposter cells in a blinded consensus by two pathologists and a final decision by a third pathologist for disagreed labels.
DOI: 10.6084/m9.figshare.28839932.v1
title: Publicaciones identificadas según criterios de inclusión en la Revisión sistemática 2011-2023 para establecer el uso de la gamificación en procesos de ambientalización currícular orientada a profesores de ciencias en cualificación de nivel posgradual

description: Publicaciones identificadas según criterios de inclusión en la Revisión sistemática 2011-2023 para establecer el uso de la gamificación en procesos de ambientalización currícular orientada a profesores de ciencias en cualificación de nivel posgradual
DOI: 10.6084/m9.figshare.7365008.v1
title: Bovine mammary microbiome

description: amplicon sequencing data and associated metadata of bovine milk and teat from mastitic and infected quarters
DOI: 10.17632/372rnwf9pc
title: Sep_TD_Tel01

description: The Sep_TD_Tel01 dataset was compiled by ComInSyS . This database has been compiled due to the low resource of the Persian language and the high popularity of the Telegram social network in Iran. In this work, an official API published by Telegram is used. To respect the principle of privacy, only data related to public channels and public groups have been collected. \par
This dataset contains 10,209 records of messages sent to public channels and groups in the one month between 1 January 2017 (12 Day 1395) and 31 January 2017 (12 Bahman 95). This database is divided into sixty 12-hour windows, which include two super-hot topics: "The death of Ayatollah Hashemi Rafsanjani" and the second topic, "Plasco building fire" To be able to review and control the performance, nine of these windows have been selected as GT and labeled. These windows are [14, 15, 16, 17, 18, 37, 38, 39, 40]
DOI: 10.17632/937v6hrzsy
title: Cardiopatias congenitas

description: The data presented include a study of children with congenital heart disease in general, and divided into cyanogenic and non-cyanotic children, as well as healthy children; carried out at the National Institute of Cardiology and the National Institute of Perinatology in Mexico. The data contains personal, clinical and analytical information about both the children studied and their mothers.
DOI: 10.6084/m9.figshare.19160774.v1
title: Antioxidant Enzymes Activities.xlsx

description: This dataset contains five files including Antioxidant Enzymes Activities,Chlorophyll Fluorescence,Photosynthetic Parameters,Soluble protein and Proline, Chlorophyll, MDA content, diameter of flowers and anthocyanin content.
DOI: 10.6084/m9.figshare.21776579.v2
title: Active learning to overcome exponential-wall problem for effective structure prediction of chemical-disordered materials

description: The datasets include trajectory optimized by VASP for BaSc(OxF1−x)3 (x=0.667) and Ca1−xMnxCO3 (x=0.25) systems and test result files for different factors and several combinations of the adjustable parameters in the results and discussion section.
DOI: 10.6084/m9.figshare.25676523.v1
title: Temperate rainforest

description: Data to accompany the 'Large reductions in temperate rainforest due to unmitigated climate change' paper.The package versions used are contained in the 'environment.yml' file.
DOI: 10.17632/f8bd3djyrd
title: Towards personalised early prediction of Intra-Operative Hypotension following anesthesia using Deep Learning and phenotypic heterogeneity

description: Intra-Operative Hypotension (IOH) is a haemodynamic abnormality that is commonly observed in operating theatres following general anesthesia and associates with life-threatening post-operative complications. Using Long Short Term Memory (LSTM) models applied to Electronic Health Records (EHR) and time-series intra-operative data in 604 patients that underwent colorectal surgery we predicted the instant risk of IOH events within the next five minutes. K-means clustering was used to group patients based on pre-clinical data. As part of a sensitivity analysis, the model was also trained on patients clustered according to Mean artelial Blood Pressure (MBP) time-series trends at the start of the operation using K-means with Dynamic Time Warping. The baseline LSTM model trained on all patients yielded a test set Area Under the Curve (AUC) value of 0.83. In contrast, training the model on smaller sized clusters (grouped by EHR) improved the AUC value (0.85). Similarly, the AUC was increased by 4.8% (0.87) when training the model on clusters grouped by MBP. The encouraging results of the baseline model demonstrate the applicability of the approach in a clinical setting. Furthermore, the increased predictive performance of the model after being trained using a clustering approach first, paves the way for a more personalised patient stratification approach to IOH prediction using clinical data.
DOI: 10.17632/ysdxb6557d
title: Ensemble Classification using Balanced Data to Predict Customer Churn: A Case Study on the Telecom Industry

description:  This research examines the factors affecting customer churn in the telecom industry. In this regard, we use data mining classification methods, such as neural network, K-nearest neighbor, support vector machine, logistic regression, decision tree, and random forest. The results are analyzed using various criteria such as accuracy, precision, recall, F1-score, and ROC curve. After determining the successful classifiers, we combine them with the AdaBoost and XGBoost methods.
DOI: 10.6084/m9.figshare.11310131.v1
title: Supporting data for "Genomics of the Argentinian cholera epidemic elucidate the contrasting dynamics of epidemic and endemic Vibrio cholerae"

description: In order to control and eradicate epidemic cholera, we need to understand how epidemics begin, how they spread, and how they decline and eventually end. This requires extensive sampling of epidemic disease over time, alongside the background of endemic disease that may exist concurrently with the epidemic. The unique circumstances surrounding the Argentinian cholera epidemic of 1992–1998 presented an opportunity to do this. Here, we use 490 Argentinian <i>V. cholerae</i> genome sequences to characterise the variation within, and between, epidemic and endemic <i>V. cholerae</i>. We show that, during the 1992–1998 cholera epidemic, the invariant epidemic clone co-existed alongside highly diverse members of the <i>Vibrio cholerae</i> species in Argentina, and we contrast the clonality of epidemic <i>V. cholerae</i> with the background diversity of local endemic bacteria. Our findings refine and add nuance to our genomic definitions of epidemic and endemic cholera, and are of direct relevance to controlling current and future cholera epidemics.
DOI: 10.6084/m9.figshare.12620291.v1
title: PhenoAgeAccel GWAS summary statistics

description: The association between accelerated PhenoAge with each SNP was examined using an efficient Bayesian linear mixed effects model (BOLT-LMM software version 2.2) for the outcome of PhenoAge with additive allelic effect of the candidate SNP, and other fixed effects: chronological age (to make the case of accelerated biological age), sex, genotyping array type, and assessment center, plus random polygenic and environment effects. By default, the LD scores included in the BOLT-LMM for European-ancestry samples were used to calibrate the BOLT-LMM statistic. <br>N=107,460<br><b><br></b><b>SNP</b>: rs number or ID string<b>CHR</b>: chromosome<b>BP</b>: physical (base pair) position<b>GENPOS</b>: genetic position either from bim file or interpolated from genetic map<b>ALLELE1</b>: first allele in bim file (usually the minor allele), used as the effect allele<b>ALLELE0</b>: second allele in bim file, used as the reference allele<b>A1FREQ</b>: frequency of first allele<b>F_MISS</b>: fraction of individuals with missing genotype at this SNP<b>BETA</b>: effect size from BOLT-LMM approximation to infinitesimal mixed model<b>SE</b>: standard error of effect size<b>P_BOLT_LMM_INF</b>: infinitesimal mixed model association test p-value<b>P_BOLT_LMM</b>: non-infinitesimal mixed model association test p-value
DOI: 10.6084/m9.figshare.20340978.v1
title: Jamovi datasets used in Analysis

description: Jamovi datasets used in Analysis
DOI: 10.4121/uuid:8ce9d22a-9aa4-41ea-9299-f44efa9c8b75
title: Shapefile Rhine and Mississippi basin

description: Shapefiles from large river basins in the world where we used the shapefile for the Rhine and Mississippi basin
DOI: 10.6084/m9.figshare.5056837.v1
title: HIV-1 full-genome phylogenetics of generalized epidemics in sub-Saharan Africa: impact of missing nucleotide characters in next-generation sequences

description: Simulation studies were conducted to characterise the implications of missing nucleotide characters in PANGEA-HIV sequences on tree reconstruction accuracy. An individual-level transmission model was used to generate regional HIV-1 epidemics, as well as corresponding HIV-1 phylogenies and full genome sequences. Each simulated sequence was paired at random with a PANGEA-HIV sequence, and missing nucleotide patterns of PANGEA-HIV sequences were superimposed onto the simulated sequences. This data contains the simulated sequence alignments, and might be useful to benchmark tree reconstruction tools.
DOI: 10.6084/m9.figshare.29107409.v1
title: Research data for proliferation and differentiation of carboxymethyl chitosan/Alginate doped with MBG/Mn

description: Carboxymethyl chitosan–alginate scaffolds with varying percentages of mesoporous bioactive glass doped with manganese were synthesized using 3D printing, characterized, and evaluated in vitro for their effects on the viability, proliferation, and differentiation of stem cells from the apical papilla
DOI: 10.6084/m9.figshare.5554510.v1
title: Experiment CLA-SubjectB-151215-3States

description: Experiment in which subject performed 3 imageries of left and right hand motion and a passive state.
DOI: 10.17632/j4tp6k87s8
title: Data for: Bat-mediated ammonium sulphates as proxies for mineral evolution and biogeochemical processes

description: Data for figures in the manuscript by Ángel Crespo and Carlos M. Pina to be published by Geochimica et Cosmochimica Acta as "Bat-mediated ammonium sulphates as proxies for mineral evolution and biogeochemical processes".
DOI: 10.17632/xbwkt2xsz3
title: Self-fulfilling Volatility and a New Monetary Policy

description: Data and code necessary for replicating the empirical evidence and model simulation exercises in the appendix of the paper titled "Self-fulfilling Volatility and a New Monetary Policy" by Seung Joo Lee and Marc Dordal i Carreras.
DOI: 10.6084/m9.figshare.1497907.v1
title: How van der Waals interactions determine the unique properties of water

description: Parameter sets for neural network potentials (NNPs) for bulk water based on BLYP and RPBE density-functionals with and without van der Waals (vdW) corrections. These files represent supplementary material for the manuscript: 'How van der Waals interactions determine the properties of water' by<br>Tobias Morawietz, Andreas Singraber, Christoph Dellago, and Jörg Behler Electronic Mail:<br>tobias.morawietz@theochem.ruhr-uni-bochum.de<br>joerg.behler@theochem.ruhr-uni-bochum.de
DOI: 10.6084/m9.figshare.19189568.v1
title: Source Data files

description: Source Data files
DOI: 10.6084/m9.figshare.21937484.v1
title: Suppl_table_5_Proteomics_all_files_results.xlsx

description: All proteomics data
DOI: 10.6084/m9.figshare.4990913.v1
title: VASA-data-4282017-NG.zip

description: 2014 Verbal/Social Autopsy Study in Nigeria
DOI: 10.6084/m9.figshare.10079069.v1
title: Supplementary Material for: Tofacitinib in Pediatric Psoriasis: An Open-Label Trial to Study Its Safety and Efficacy in Children

description: <b><i>Introduction:</i></b> Psoriasis is a chronic, multifactorial, inflammatory disorder, with an estimated prevalence of 0.71% in children. The commonly used therapeutic agents target the underlying inflammation. Tofacitinib has demonstrated efficacy in adult psoriasis. <b><i>Aim:</i></b> To study the efficacy, safety, and tolerability of tofacitinib in pediatric patients with moderate to severe chronic plaque psoriasis. <b><i>Methods:</i></b> The study included children aged between 8 and 17 years, with moderate to severe psoriasis, given tofacitinib 5 mg orally twice daily for at least 36 weeks. The clinical response was estimated using the Psoriasis Area and Severity Index (PASI) score, Physician’s Global Assessment (PGA), and the Children’s Dermatology Life Quality Index (CDLQI). The incidence and severity of adverse events (AEs) were meticulously recorded in each case. <b><i>Results:</i></b> A total of 47 patients, with a median age of 12.3 years, completed the study. At week 12, 55.32% achieved PASI 75, and 70.21% at week 36. PGA of clear or almost clear responses at week 12 were 59.57 and 65.96%, ­respectfully, at week 36. Relatively few and mostly minor ­adverse effects were noted. No severe AEs were reported. ­<b><i>Conclusion:</i></b> The treatment with tofacitinib was safe and well tolerated, and led to significant improvement of their disease and quality of life as reflected in CDLQI scores. However, the results need to be validated in larger multicenter trials.
DOI: 10.6084/m9.figshare.19330568.v1
title: Farmer Questionnaire on Ecosystem services

description: Farmers questionnaire for data collection on ecosystem knowledge, attitude and practices<br>
DOI: 10.6084/m9.figshare.21665123.v3
title: MNS: noise

description: Dataset
DOI: 10.6084/m9.figshare.27200664.v4
title: Testing Dataset of Capsule Vision 2024 Challenge

description: We present the testing dataset to be utilized in the Capsule Vision 2024 Challenge: Multi-Class Abnormality Classification for Video Capsule Endoscopy. It is being virtually organized by the Research Center for Medical Image Analysis and Artificial Intelligence (MIAAI), Department of Medicine, Danube Private University, Krems, Austria and Medical Imaging and Signal Analysis Hub (MISAHUB) in collaboration with the 9th International Conference on Computer Vision & Image Processing (CVIP 2024) being organized by the Indian Institute of Information Technology, Design and Manufacturing (IIITDM) Kancheepuram, Chennai, India. Datasets can only be utilized for research purposes.For more information, please check the following links:Challenge hosting website: https://misahub2023.github.io/cv2024.htmlChallenge arXiv: https://arxiv.org/abs/2408.04940Challenge Github: https://github.com/misahub2023/Capsule-Vision-2024-Challenge<b>Update: </b>The challenge has been completed. The ground truth has been released in version 2. For instructions on how to correctly use the ground truth file, please refer to the evaluation folder by the organizing team on the challenge github (link: https://github.com/misahub2023/Capsule-Vision-2024-Challenge.) Test set with with seperated folders of each class label have also been released.
DOI: 10.6084/m9.figshare.28435691.v1
title: Spin-Orbit Photonics with Potato Starch Lenses

description: Raw experimental data for manuscript Spin-Orbit Photonics with Potato Starch Lenses
DOI: 10.17632/mk7bzw29d8
title: Autoimmune Skin Diseases Associated with Inpatient Primary Biliary Cholangitis

description: Supplementary material for JAAD publication
DOI: 10.17632/xfprpmrs4c
title: Technology integration in education self-efficacy dataset

description: The data in SPSS contains cases of mathematics teachers self-efficacy with regard to technology integration. the self-efficacy was rated on a Likert scale while some background information were categorical.
DOI: 10.6084/m9.figshare.1193618.v1
title: Diversity of Insects in Grassland using Sweep Net Sampling

description: The objective of this experiment was to evaluate the abundance and diversity of insects within the grassland. The abundance of insects was examined using sweep net sampling. A 10 meter transect was placed randomly in the grassland. The sweep net sampling technique (gliding the net across the ground) occured along each transect for 5 minutes. After the 5 minutes have passed, the contents the net gathered were observed and the number of insects, as well as the identification of the insect species present, were recorded. 10 trials took place in this experiment. This experiment was conducted on October 3rd, 2014 from 3:05-3:55pm on the grassland by The Chimneystack Road. During the time of the experiement, there was a moderate breeze and constant rain showers. Observations and the recording of the data was completed by Lilach Dahoah-Halevi (myself), Cait Carew, Shervin Tohidi and Nitharsija Srikanthan.
DOI: 10.6084/m9.figshare.14198702.v1
title: COMPARACIONES MÚLTIPLES HSD TUKEY

description: Investigación sobre las percepciones de los periodistas de la Generación Z españoles sobre el fenómeno de la desinformación. Comparaciones múltiples de los resultados del diferencial semántico sobre fact-checking, periodismo de datos e inteligencia artificial. Prueba ANOVA + test post hoc HSD Tukey realizados con el paquete estadístico SPSS.