cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26156563.v1
title: Bean leaves Dataset

description: Data DescriptionThis data set includes a collection of images of both healthy bean leaves and those affected by Coleoptera pests. The dataset comprises 531 RGB images with a resolution of 1920 x 1080 pixels, each approximately 519 KB (532,381 bytes) in JPEG format. These images were captured in bean fields located in various regions of the state of Zacatecas, Mexico.A Logitech C920 camera was used to capture the images under natural light conditions at midday, ensuring consistent and even illumination. The photographs were taken at a distance of approximately 170 cm from the ground, with the camera positioned at a 90 ° angle to the surface to maintain uniformity in the image capture process.Data selectionIn the data selection phase, the originally collected data set was refined to ensure that only images containing bean leaves were included. This step involved a meticulous review process in which images that did not feature bean leaves were identified and removed. For instance, images that primarily contained weeds or other nonrelevant objects were excluded from the dataset. After this cleaning process, the dataset was reduced from 531 to 508 images, ensuring that the remaining images were all relevant for the subsequent annotation and training phases.
DOI: 10.6084/m9.figshare.27428892.v1
title: PDBBind-Opt Dataset

description: This dataset contains optimized protein-ligand binding structures in PDBBind v2020.pdbbind_opt_poly.tar.gz: Structures for "polymer" ligands.pdbbind_opt_sm.tar.gz: Structures for "small molecule" ligands.pdbbind_opt_metadata.csv: Metadata for this dataset, including year, resolution, binding affinity annotationsREADME.md: Description of the structural dataset and columns in the metadata csv file<br>
DOI: 10.6084/m9.figshare.9757115.v1
title: Factors associated with diabetes self-management questionnaire

description: This questionnaire in a combination of tools that were used to collect personal and clinical characteristics of participants plus to assess their diabetes knowledge, self-efficacy, outcome expectations, social support, barriers to care and diabetes self-management. The study aimed to identify personal, behavioral and environmental characteristics associated with diabetes self-management among people living with diabetes attending a diabetes clinic in Blantyre Malawi. <br>
DOI: 10.6084/m9.figshare.16652464.v2
title: Atlas de Biomas del Perú: Una evaluación presente y futura

description: El ATLAS de Biomas del Perú, es parte del proyecto de apoyo a la Gestión del Cambio Climático en su segunda fase (2011-2019), financiado por la Agencia Suiza para el Desarrollo y cooperación (COSUDE) e implementado por South South North (SSN) y Libélula Instituto del Cambio Global bajo la dirección del Ministerio del Ambiente (MINAM) y el Servicio Nacional de Meteorología e Hidrología del Perú (SENAMHI). <br><b>En el presente repositorio de figshare, muestra la información empleada para obtener los resultados de los efectos del cambio climático en el Perú a través de los cambios posibles en la distribución de sus Biomas potenciales, los biomas potenciales presentes y las tablas. Los archivos se detalla a continuación:</b><b><br></b>- Biomas_Futuros.7z (resultados de los biomas potenciales futuros)- Biomas_Presente.7z (el raster de los biomas actuales)- biomas_presente.7z (el shape de los biomas actuales)- tablas.7z (Resultados)
DOI: 10.6084/m9.figshare.17913938.v1
title: Climate change and tourism

description: data for a research on the effect of climate change and economic variables on international and domestic tourism
DOI: 10.6084/m9.figshare.19815889.v1
title: mollusca_EDTA_libraries

description: EDTA libaries for associated publication in collection name.
DOI: 10.6084/m9.figshare.25756878.v1
title: AdekolaPaul_2024_Review Protocol.docx

description: Violent conflicts have caused several challenges to internally displaced persons (IDPs) especially girls and young women, among which is sexual violence (SV). Despite huge records on SV in humanitarian contexts, studies to assess the level, examine disclosure pattern (DP) and evaluate the availability of abortion care in these settings have received inadequate attention. This scoping review sought to synthesize the current African-based research on SV, DP and abortion and post-abortion care (APAC) in humanitarian contexts. We conducted a systematic search of five databases: MEDLINE, PubMed, Scopus, Embase and Google Scholar where articles were retrieved for this study. The review adhered to PRISMA guidelines and included quality appraisal. Results described situations of SV in humanitarian settings in Africa as “terrible”, “bad”, “an epidemic”, and “severe” as girls were used as sex objects for profile enhancement and as a weapon of war. We also found that the illegality of APAC in Africa is causing a high occurrence of clandestine abortion in conflict contexts. Disclosing SV among IDPs in Africa did not follow a particular clear-cut pattern but is generally determined by socio-demographic characteristics. We conclude that even though disclosure may aggravate stigmatization in certain cases due to negative reactions, it is still crucial to healing processes.
DOI: 10.6084/m9.figshare.4028700.v3
title: Calculations for tissue specificity of genechip human GSE7307

description: A tab-separated values (TSV) file for RefEx_tissue_specific_genechip_mouse_GSE10246<br>A value of "NULL" means not applicable (N/A).<br><br>Tissue specificity matrix were constructed consisting of 1 for over-expressed outliers, -1 for under-expressed outliers, and 0 for non-outliers that corresponds to the original gene expression matrix by applying the ROKU method.<br>
DOI: 10.17632/6w8xzh36ft
title: The Role of Intensive Blood Pressure Management in Reducing Cardiovascular Events: A Prospective Cohort Study

description: Introduction
Hypertension is a major global health issue, contributing significantly to cardiovascular morbidity and mortality. Although advancements in antihypertensive treatments have been made, there is still debate about the optimal blood pressure target to reduce cardiovascular events. The Systolic Blood Pressure Intervention Trial (SPRINT) demonstrated the benefits of intensive blood pressure (BP) control, but questions remain about its long-term effects and its applicability to broader patient populations.

Objectives
This study aims to evaluate the effectiveness of intensive BP management in reducing major cardiovascular events (MACE) compared to standard BP management, while identifying specific subgroups of patients (based on age, comorbidities, and cardiovascular risk) who benefit most from intensive control.

Methods
A prospective, multicenter cohort study was conducted over five years (2018–2023) in multiple countries, enrolling 3,000 hypertensive patients aged 40-75 years. Patients had no history of cardiovascular events at baseline, with inclusion criteria being a systolic BP ≥140 mmHg or diastolic BP ≥90 mmHg. Key exclusion criteria were secondary hypertension, recent cardiovascular events, and severe comorbidities.

Results
At baseline, participants had an average age of 60.4 years, with 52% male, and both groups were well-matched for risk factors such as smoking, diabetes, and hyperlipidemia. After five years, the incidence of MACE was significantly lower in the intensive BP management group (8.5%) compared to the standard group (12.3%), with notable reductions in myocardial infarction (2.1% vs. 4.0%), stroke (3.2% vs. 4.5%), and cardiovascular death (2.5% vs. 3.8%).

Subgroup Analyses
The most significant benefits of intensive BP control were observed in patients aged 60 or older, those with diabetes, and individuals with higher baseline cardiovascular risk.

Discussion
This study demonstrates that intensive BP management significantly reduces cardiovascular events, particularly in high-risk populations, aligning with findings from the SPRINT trial but extending the evidence to a broader population. While the benefits of intensive BP control are clear, the risks of adverse events, such as hypotension and electrolyte disturbances, must be considered and managed carefully. Future research should focus on optimizing strategies to identify patients who will benefit most from aggressive BP control without increasing the risk of adverse events.

Conclusion
The study confirms that intensive BP management reduces cardiovascular events in hypertensive patients, with the greatest benefit observed in high-risk populations. Personalized treatment approaches are recommended to maximize benefits while minimizing risks.
DOI: 10.17632/bmvbxpg29v
title: Data for: Bioturbation and the effects on benthic flux of nitrogen in a large eutrophic lake: Insights from 224Ra/228Th disequilibrium and inverse geochemical modelling

description: Raw data for all figures in the manuscript and supplementary materials by Shi et al. to be submitted to Geochimica et Cosmochimica Acta as "Bioturbation and the effects on benthic flux of nitrogen in a large eutrophic lake: Insights from 224Ra/228Th disequilibrium and inverse geochemical modelling".
DOI: 10.6084/m9.figshare.19772749.v1
title: Social Media Usage

description: Data usage of different social media apps
DOI: 10.17632/nw7sbsh56p
title: APOE4-R47H Neuron Manuscript (Carling et al.)

description: Unprocessed western blot source data for Carling et al., 2024 Neuron manuscript.
DOI: 10.17632/ffzx5fcwdn
title: Structured Dataset of Egyptian Drug-Related Criminal Cases

description: This dataset contains structured legal data extracted from multiple Egyptian legal references, primarily focused on drug-related criminal cases. The sources include the books "مجموعة الأحكام الصادرة من الهيئة العامة للمواد الجنائية ومن الدوائر الجنائية" (Collection of Judgments Issued by the General Authority for Criminal Matters and Criminal Circuits) and "الموسوعة الذهبية في قضايا المخدرات" (The Golden Encyclopedia of Drug Cases), both of which are publicly available and government-authorized.

The dataset includes approximately 200 entries and 9 columns, covering key fields such as charges, case facts, legal reasoning, applicable laws, judgment outcomes, prison terms, fines, and more. Data was extracted using a combination of manual transcription and OCR techniques, and then formatted into a structured CSV file.

This resource is designed for researchers and NLP engineers working in Arabic legal text processing. It supports various tasks including classification, prediction (e.g., law prediction based on facts), legal reasoning analysis, and fine-tuning Arabic legal NLP models.

Use Restrictions:
This dataset is intended strictly for academic and research purposes. It must not be redistributed for commercial use or re-published under another name. Any use must acknowledge the original source and contributors.
DOI: 10.6084/m9.figshare.11839596.v1
title: Clinical Competence in ST-segment Elevation Myocardial Infarction Management by Recently Graduated Physicians Applying for a Medical Residency Program

description: Abstract Background: A significant reduction in the morbidity and mortality related to ST-segment elevation myocardial infarction (STEMI) has been achieved with the development of reperfusion therapies. Early diagnosis and correct initial management are important to ensure this benefit. In Brazil, recent graduates in medicine are responsible for a large part of the initial care provided for these patients. Objective: To assess the clinical competence in the diagnosis and initial treatment of STEMI by newly graduated physicians applying for a medical residency program. Methods: We assessed the performance of 771 applicants for the direct entry selection process of the FMRP-USP Clinical Hospital Medicine Residency Program, performed in a simulated setting of STEMI, with professional actors and medical evaluators, using a standardized checklist following the recommendations of the Brazilian Guidelines for the management of this disease. Results: The general performance score presented a median of 7 and an interquartile range of 5.5-8.0. In relation to the items assessed: 83% required ECG monitoring, 57% requested the insertion of a peripheral venous access catheter, 95% administered acetylsalicylic acid, 80% administered a second antiplatelet agent (p2y12 inhibitor), 66% administered nitrate, 71% administered morphine, 69% recognized the diagnosis of STEMI, 71% assessed the pain duration, 63% recognized the need for immediate transfer, 34% showed adequate communication skills and only 25% insisted on the transfer even in case of non-availability of beds. Conclusions: The initial diagnosis and management of STEMI need to be improved in medical undergraduate courses and inserted into the reality of the hierarchical network structure of the Brazilian Unified Health System (SUS).
DOI: 10.6084/m9.figshare.20235909.v3
title: Data for "Disrupted local functional connectivity in schizophrenia: an updated and extended meta-analysis"

description: Neuroimaging studies have shown that schizophrenia is associated with disruption of resting-state local functional connectivity. However, these findings vary considerably, which hampers our understanding of the underlying pathophysiological mechanisms of schizophrenia. Here, we performed an updated and extended meta-analysis to identify the most consistent changes of local functional connectivity measured by regional homogeneity (ReHo) in schizophrenia. Specifically, a systematic search of ReHo studies in patients with schizophrenia in PubMed, Embase, and Web of Science identified 18 studies (20 datasets), including 652 patients and 596 healthy controls. In addition, we included three whole-brain statistical maps of ReHo differences calculated based on independent datasets (163 patients and 194 controls). A voxel-wise meta-analysis was then conducted to investigate ReHo alterations and their relationship with clinical characteristics using the newly developed seed-based <em>d</em> mapping with permutation of subject images (SDM-PSI) meta-analytic approach. Compared with healthy controls, patients with schizophrenia showed significantly higher ReHo in the bilateral medial superior frontal gyrus, while lower ReHo in the bilateral postcentral gyrus, right precentral gyrus, and right middle occipital gyrus. The following sensitivity analyses including jackknife analysis, subgroup analysis, heterogeneity test, and publication bias test demonstrated that our results were robust and highly reliable. Meta-regression analysis revealed that illness duration was negatively correlated with ReHo abnormalities in the right precentral/postcentral gyrus. This comprehensive meta-analysis not only identified consistent and reliably aberrant local functional connectivity in schizophrenia but also helped to further deepen our understanding of its pathophysiology.
DOI: 10.6084/m9.figshare.4479560.v1
title: Capital Markets of the World - inventory, including post-1970 materials

description: A complete inventory of the Capital Markets of the World project, covering both the Credit Lyonnais Stock exchange price lists collection and the post-1970s materials donated by the University of Geneva.
DOI: 10.6084/m9.figshare.c.3791095_d3.v1
title: Additional file 3: Table S2. of Dissection of additive, dominance, and imprinting effects for production and reproduction traits in Holstein cattle

description: Mixed-model association statistics of 50 SNPs around the RUNX2 gene in the validation data set. (XLSX 17Â kb)
DOI: 10.17632/ydrrbfg7k3
title: Third-country effects of the BRI

description: Data and graphs
DOI: 10.17632/zmtc87wycp
title: Expert Assessment and Prioritization of Cancer Prevention Criteria for Project Planning (Lawshe 4-Point Scale)

description: This dataset presents the results of an expert-based evaluation aimed at prioritizing cancer prevention criteria to support project planning and decision-making. A total of 26 experts in cancer prevention, affiliated with a Brazilian public health institution, assessed a predefined set of criteria using a four-point version of the Lawshe method.

To define the final prioritization of criteria, the BCV method (Balanceamento com Critério de Validação) was applied, as proposed in the preprint by Costa (2024). This method supports balanced decision-making by incorporating both the relevance and the consistency of expert assessments.

The dataset includes expert responses, BCV-calculated prioritization scores, and an overall ranking of criteria. In addition, an R script is provided for reproducing the data processing and generating graphical visualizations of the results.

&gt; Note: Only the dataset and the R script are being made available; no interpretation or discussion of the results is included in this release.

Supplementary Material:
R Script: For data processing and result visualization
Potential Uses:
Evidence-based prioritization of cancer prevention strategies
Public health project planning
Methodological studies on expert consensus and multi-criteria analysis
Reference:
Gomes Costa, H., Shimoda, E., Fabiano da Serra Costa, J., Shimoya, A., & Pereira Eufrazio, E. (2024). Discovering the critical number of respondents to validate an item in a questionnaire: The Binomial Cut-level Content Validity proposal. arXiv e-prints, arXiv-2410.
DOI: 10.6084/m9.figshare.26942928.v1
title: Additional file 1 of Machine learning based identification potential feature genes for prediction of drug efficacy in nonalcoholic steatohepatitis animal model

description: Supplementary Material 1. Fig. A.1. Showing the pathogenic pathways and processes involved in NAFLD/NASH genesis through the KEGG pathway database, Fig. A.2. showing the involvement of the biochemical-RNA signatures in pathogenic mechanisms (Hippo signaling, TGF-β signaling, TNF signaling pathway, apoptosis, oxidative stress, and inflammatory response) through the KEGG pathway database, and GeneCards database; Fig. A.3. Validation that our selected mRNAs are key regulatory genes in gut microbiota, Fig. A.4. Validation of the interaction between the selected mRNAs and the retrieved miRNAs from mirwalk3; Fig. A.5. Validation of the relation of the candidate miRNAs to pathogenic mechanisms such as Hippo signaling, and TGF-β signaling through DIANA tools mirPath 3; Fig. A.6. Validation of the interaction between the selected miRNAs and the retrieved lncRNAs from mirwalk3 and DIANA-LncBase; Table A.1. The detailed differentially expressed genes in NASH were retrieved from the gene chip datasets GSE164760, GSE24807, and GSE126848, Table A.2. List of primer assays; Table A.3. Histopathological scoring grid for NAFLD/NASH liver sections.
DOI: 10.6084/m9.figshare.29019116.v1
title: <b>A global dataset for </b><b><i>Cryptosporidium parvum</i></b><b> </b><b><i>gp60</i></b><b> base mutation in dairy cattle between 2000 and 2021</b>

description: This study provides a latest dataset and knowledge about the base mutations of <i>C. parvum</i> <i>gp60</i> from dairy cattle. This study was to evaluate how the base mutation of <i>C. parvum</i> were affected by dairy cattle stocking density, transportation capacity, population density, environmental factors.
DOI: 10.6084/m9.figshare.7227728.v1
title: Double Perovskites Gap Data

description: Band gap of 1306 double perovskites (a_1-b_1-a_2-b_2-O6) calculated using Gritsenko, van Leeuwen, van Lenthe and Baerends potential (gllbsc) in GPAW. Collected here for prediction of material band gap and comparison to work done by Pilania et al. Lumo supplementary dataset holds data on lowest unoccupied molecular orbital for parovskite constituent atoms.<br><br>Available as Monty Encoder encoded JSON and as XLSX. Recommended access method is with the matminer Python package using the datasets module.<br>Note on citations: If you found this dataset useful and would like to cite it in your work, please be sure to cite its original sources below rather than or in addition to this page.<br>Dataset discussed in:<br>Pilania, G. <i>et al.</i> Machine learning bandgaps of double perovskites. <i>Sci. Rep.</i> <b>6</b>, 19375; doi: 10.1038/srep19375 (2016).<br>Dataset sourced from:https://cmr.fysik.dtu.dk/<br>
DOI: 10.17632/gv4y4vf3kz
title: Data for: Hydro-mechanical properties of unsaturated residual soil from a flysch rock mass

description: TABLE S1: Summary of tests performed in the UGDSBPS at the UniRi with test labels, measured initial characteristics of tested specimens and definition of applied test conditions TABLE S2: Test conditions for conventional direct shear tests performed on intact and remolded samples
DOI: 10.17632/t2bmpbfmns
title: PRISMA Flow Diagram

description: Preferred Reporting Items for Systematic reviews and Meta-Analyses
DOI: 10.17632/ywjxpyw95w
title: Indeterminate Likert Scale - Sample Dataset - Customer Feedback of Restaurant

description: Research Hypothesis: Using the concept of Neutrosophy to deal Indeterminacy in Feedback Data: Feedback given by customers of a restaurant. Questionnaire based on six factors, i.e., Quality of Food, Service, Hygiene, Value for money, Ambiance, Overall Experience. Each question (based on the factor) has five membership values as follows: , Positive, Positive Indeterminate, Indeterminate, Negative Indeterminate and Negative.
DOI: 10.6084/m9.figshare.3487685.v1
title: TCGA Pan-Cancer expression and mutation data for Project Cognoma

description: The following datasets were created for Project Cognoma:<br>`expression-matrix.tsv.bz2` is a sample × gene matrix indicating a gene's expression level for a given sample. This dataset will be the feature/x/predictor for Project Cognoma.<br>`mutation-matrix.tsv.bz2` is a sample × gene matrix indicating whether a gene is mutated for a given sample. Select columns (or unions of several columns) in this dataset will be the status/y/outcome for Project Cognoma.<br>These are preliminary datasets for development use and machine learning. The data was retrieved from the UCSC Xena Browser. All original work in the data is released under CC0. However, the license of TCGA and Xena data is currently unclear.<br>These two datasets are from this GitHub directory linked to below, although they were not tracked due to large file size.
DOI: 10.6084/m9.figshare.24302884.v1
title: ExPEC plasmid sequences presented in the preprint 'Escherichia coli plasmidome maps the game of clones'

description: 4,759 nucleotide plasmid sequences described in the preprint 'Escherichia coli plasmidome maps the game of clones' in which we show the coexistence of some plasmid types for centuries with some E. coli clones. The metadata and plasmid features regarding these sequences is provided as a Supplementary Table in the preprint
DOI: 10.6084/m9.figshare.25434550.v1
title: Evaluating Large Language Models in Exercises of UML Class Diagram Modeling

description: Supplementary material for paper "Evaluating Large Language Models in Exercises of UML Class Diagram Modeling"
DOI: 10.17632/5tk4nx45cc
title: GEMSTONE TOCSY

description: Experimental data for GEMSTONE-TOCSY paper including data for amikacin in D2O, a mixture of hesperedin and naringin in dmso-d6 and for 100 mM quinine, 100 mM quinidine, and 100 mM cinchonicine in dmso-d6. Index of data is in readme.txt