cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/998xdcbngb
title: Microembolus Signal using Trancranial Doppler Ultrasound (TCD)

description: In monitoring system using Transcranial Doppler (TCD) ultrasound in stroke detection, the occurence of microembolus can happen at different branch of arteries, i.e. middle cerebral artery (MCA), internal cerebral artery (ICA) and posterior cerebral artery (PCA). Microembolus event that can be observed through the audible sound of ‘chirp’, ‘moan’ or ‘click’ is the risk factor that cause blockage in the blood vessel. The TCD signals collected are presented here.
DOI: 10.6084/m9.figshare.25975198.v1
title: The first experimentally obtained data set on processing parameters and properties of soft magnetic composites

description: Data set containing experimental results on Fe/MgO soft magnetic composites.
DOI: 10.6084/m9.figshare.22132691.v7
title: High-Resolution Earthquake Catalog and Velocity Model Reveal Detailed Seismogenic Structures and Earthquake Mechanisms in Changning Area, Southwestern Sichuan Basin, China

description: Event waveforms data that detected in Changning area, China from July 6, 2019 to August 21, 2019. Folders in all_event compressed files are all named by event occurrence time. The earthquake catalog (tomoDD_mag.dat) and Velocity models are also included. Each column in the tomoDD_mag.dat represents longitude, latitude, year, month, day, magnitude, depth, hour, minute, and second.
DOI: 10.6084/m9.figshare.24777990.v3
title: EEG data during propofol anesthesia and a biophysical model of the EEG spectral trend.

description: <b>Publication</b>Brake, N., Duc, F., Rokos, A. <i>et al.</i> A neurophysiological basis for aperiodic EEG and the background spectral trend. <i>Nat Commun</i> <b>15</b>, 1514 (2024). https://doi.org/10.1038/s41467-024-45922-8.<b>Data description</b>spectrogram_Cz_all_subjects contains EEG recordings from 14 patients undergoing an infusion of the drug propofol as .csv files. This dataset contains the computed spectrogram of each patient from the Cz recording electrode. Time is encoded relative to the moment of loss of consciousness, i.e. LOC occurs at 0 s.manuscript_source_data contains all the data required to reproduce manuscript figures using the code at https://doi.org/10.5281/zenodo.10359818.
DOI: 10.6084/m9.figshare.28836257.v1
title: Divergent Oncogenic Signaling and Immune Microenvironment Changes in Low-Grade Serous Ovarian Cancer Undergoing Intraperitoneal Treatment

description: Low-grade serous ovarian carcinoma (LGSOC) is a rare, therapeutically challenging subtype of epithelial ovarian cancer characterized by high recurrence rates and intrinsic resistance to conventional therapies. Pressurized Intraperitoneal Aerosol Chemotherapy (PIPAC) represents an innovative approach primarily facilitating repeated intraperitoneal sampling, enhancing the opportunity to study molecular responses to chemotherapy in detail, though its direct impact on LGSOC remains understudied. Here, we uniquely conducted longitudinal single-nuclei RNA sequencing on tumor samples from two extensively pretreated LGSOC patients undergoing sequential chemotherapy cycles via PIPAC, enabling the tracking of dynamic molecular and cellular shifts. Our analysis revealed profound differences between responder and non-responder profiles. The non-responder demonstrated significant upregulation in proliferation-associated pathways (E2F, MYC targets, G2/M checkpoint), KRAS signaling, epithelial-mesenchymal transition, and unfolded protein response (UPR), correlating with aggressive tumor growth and treatment resistance. Conversely, the responder showed downregulation of proliferation-associated pathways, reduced translational activity, and decreased UPR stress signaling, accompanied by compensatory activation of alternative survival pathways including PI3K, Wnt/β-catenin, and Notch signaling. single-nuclei archetype analysis identified dynamic shifts between metabolic and PI3K/immune-enriched subpopulations, highlighting adaptive tumor plasticity under therapeutic pressure. Immunoprofiling revealed marked immunosuppressive microenvironment differences, with substantially elevated regulatory T cells and macrophages in the non-responder, contributing to resistance. These findings emphasize the complexity of therapeutic responses in recurrent LGSOC, underscoring the need for multi-targeted, adaptive treatment strategies that simultaneously address proliferative, stress-related, alternative survival, and immunosuppressive pathways.
DOI: 10.6084/m9.figshare.5113948.v3
title: Pinus pinaster chorology

description: Distribution map of maritime pine (<i>Pinus pinaster</i>)<br><br>These maps were produced by combining numerous and heterogeneous data collected from atlas monographs providing complete species distribution maps, from national to regional atlases, occurrence geo-databases, scientific and grey literature.<br>The maps were created using ESRI shapefiles (*.shp, *.shx, *.dbf, *.prj files) archived in the ZIP file. Species range is mapped with polygon features (name suffix "plg"), which define continuous areas of occupancy of the species, and with point features (name suffix "pnt"), which identify more fragmented and isolated populations. If synanthropic occurrences are reported outside the species natural range, additional point and/or polygon shapefiles are also present (suffix "syn"). <br>Polygon borders delimiting species ranges are generalized across the mainland and sea boundaries. This offers the possibility to mask sea areas or to clip and extract the terrestrial range parts using GIS data layers of the users' choice. An additional version of polygon ranges are clipped with a coastline (name suffix "clip"), which have been derived from Natural Earth dataset "Admin 0 - Countries" 1:50M version 4.1.0 (https://www.naturalearthdata.com). <br><br>Please cite as:<br>Caudullo, G., Welk, E., San-Miguel-Ayanz, J., 2017. Chorological maps for the main European woody species. Data in Brief 12, 662-666. DOI: doi.org/10.1016/j.dib.2017.05.007 <br><br>Additional information and used references are on 'supplementary materials' document:<br>https://doi.org/10.6084/m9.figshare.5091901<br><br>Chorological maps are part of the "European Atlas of Forest Tree Species" project:<br>https://w3id.org/mtv/FISE-Comm/v01
DOI: 10.6084/m9.figshare.6858020.v1
title: Comparative analysis of the mechanical properties of a composite material reinforced with carbon fibers and the polymer matrix of epoxy resin

description: ABSTRACT In recent years composite materials have been developed for different applications in engineering areas. This paper first presents the tensile properties of a polymer, in this case an epoxy resin, to be used as the matrix of a fiber reinforced composite material. A study of the mechanical properties is presented, which was carried out by performing tensile tests under the regime of ASTM D638; five resin specimens were manufactured in which a suitable molding process was performed to optimize specimens type I. The objective was to determine the properties of the thermoset matrix to be reinforced with carbon fiber to improve the composite properties. Subsequently, mechanical properties of the composite reinforced with carbon 3k fibers, are analyzed. For proper analysis ten specimens with an orientation [0/+45/-45]s were made; five tensile tests were conducted in composite specimens based on ASTM standard D3039. The specimens manufacturing process followed the VACCUM BAG WET LAY-U method, under normal air. It is found that epoxy resin specimens generate bubbles by mixing and curing in air. These bubbles, working as stress concentrators, weaken the material tensile strength as compared to the mechanical response of the composite material, which certainly shows better performance due to reinforcing carbon fibers and the manufacturing process in vacuum.
DOI: 10.6084/m9.figshare.7068695.v1
title: Simulated datasets of "Measurement error in continuous endpoints in randomised trials: problems and solutions"

description: Files with results of the simulation study in "Measurement error in continuous endpoints: problems and solutions". <br>Four different types of files are saved in this folder, all consisting of 10,000 rows (number of replicates for each scenario):<b>1.</b> Results for the systematic measurement error scenario (prefix = sme). Each file has 12 columns: alpha_hat (estimated regression intercept after correction), beta_hat (estimated regression slope after correction), ci.zv.l (zero variance confidence interval lower limit), ci.zv.u (zero variance confidence interval upper limit), ci.delta.l (delta ci l limit), ci.delta.u (delta ci u limit), ci.fieller.l (fieller ci l limit), ci.fieller.u (fieller ci u limit), ci.bootstrap.l (bootstrap ci l limit), ci.bootstrap.u (bootstrap ci u limit), boostrap.R (number of replicates of bootstrap), seednr (number of seed).<br><b>2.</b> Results for the differential measurement error scenario (prefix = dme). Each file has 12 columns identical to the sme scenario.<b>3.</b> Results for the naive scenario of both systematic and differential measurement error (no measurement error correction applied) (prefix = naive_dme or naive_sme). Each file has 4 columns: alpha_hat, beta_hat, ci.l, ci.u and seednr.<b>4.</b> Results containing the estimated theta's that are used to correct for systematic measurement error (prefix = sme_thetas). Each file has 3 rows: theta0 (estimated theta0 = intercept of sme model), theta1 (estimated theta1 = intercept of sme model), seednr.<br>File names are constructed as: prefix_k_rsquared, with prefix as above, k the number of people in the external calibration set and rsquared the r-squared between y* (y with error) and y. <br>
DOI: 10.15468/dl.j5hgkh
title: Occurrence Download

description: A dataset containing 125871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Poa pratensis L.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 125871 records from 451 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013259-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/d7b8wmdt2h
title: COMPILED DATA: NFHS 5 data for zonal burden of Alcohol use in India. Compiled from NFHS 5 data available on data.gov.in

description: This is not a primary data, it is secondary data available under public domain. The dataset is result of compilation (and calculation of additional columns) of NFHS 5 data available on data.gov.in.
The secondary datasets used for this data are available freely under public domain by IIPS India/data.gov.in. (please refer "related links"

NOTE: Information available on tables in this excel workbook/sheet is calculated by using NFHS 5 datasets available at data.gov.in,.
Sources for respective datasets - 
1. NFHS 5 Factsheets Data. Downloaded from: https://data.gov.in/files/ogdpv2dms/s3fs-public/datafile/NFHS_5_Factsheets_Data.xls
2. NFHS 5 India Districts Factsheet Data. Downloaded from: https://data.gov.in/files/ogdpv2dms/s3fs-public/datafile/NFHS_5_India_Districts_Factsheet_Data.xls
DOI: 10.6084/m9.figshare.25057436.v1
title: Dataset for "Sub-nominal resolution Fourier transform spectrometry with chip-based combs"

description: Dataset used for generating figures in the manuscript "Sub-nominal resolution Fourier transform spectrometry with chip-based combs" by Lukasz A. Sterczewski and M. Bagheri.The preprint is available under: http://arxiv.org/pdf/2303.13074Author of the dataset: Lukasz A. Sterczewski<br>e-mail: lukasz.sterczewski@pwr.edu.pl<br>Date: 2023/01/09<br>License: Creative Commons Attribution 4.0 License Lukasz A. Sterczewski acknowledges funding from the European Union Horizon's 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 101027721.Please check sub-directories for more specific information.<br>
DOI: 10.6084/m9.figshare.3486995.v1
title: Tests on Thin Reinforced Concrete Walls Subjected to In-plane and Out-of-plane Cyclic Loading - TW1 (3/3) & TW2

description: The present dataset describes an experimental campaign on five thin T-shaped reinforced concrete walls. The tests aimed at assessing the influence of wall thickness on member stability, the role of lap splices on damage distribution and displacement ductility, and the effects of the simultaneous application of out-of-plane loading on the member response.Further data can be downloaded from the links below. If you use the data, please cite: Almeida, J. P., O. Prodan, A. Rosso, and K. Beyer. 2016. Tests on Thin Reinforced Concrete Walls Subjected to in-Plane and out-of-Plane Cyclic Loading. <i>Earthquake Spectra</i>.
DOI: 10.17632/44pbrbsnkh
title: Indonesian Sign Language System (SIBI) Dataset

description: The SIBI Dataset is a collection of Indonesian Sign Language System (SIBI) video signs based on the SIBI online dictionary issued by the Ministry of Education and Culture of the Republic of Indonesia. The dataset includes numbers, alphabets, affixes, and sentences. The SIBI sentences were created in collaboration with Special School Teachers, consisting of 40 sentences commonly used during lessons. Expressions including neutral, happy, sad, angry, afraid, disgusted, and surprised are stored in different folders. Ten of the 40 sentences were used for each expression. Recordings were carried out with 20 signers, consisting of 10 teachers and 10 students. The total video dataset consists of 820 number videos, 520 alphabet videos, 360 affix videos, and 1400 sentence videos.

Considering ethical issues, we cannot share the entire video dataset in this repository. We provide sample videos from the SIBI dataset, performed by the data owners with faces blurred. You can find the SIBI dataset metadata information in the attached Metadata file. We are happy to share the SIBI dataset with you after you understand and sign the attached Data Use Agreement (DUA) and return it to the data owner’s email.
DOI: 10.6084/m9.figshare.22828196.v6
title: HALD, a human aging and longevity knowledge graph for precision gerontology and geroscience analyses

description: HALD is a text mining-based human aging and longevity dataset of the biomedical knowledge graph from all published literature related to human aging and longevity in PubMed. HALD includes seven sets of files in JSON and CSV formats: (1) The "Literature_Info.json" file containing the human aging and longevity-related literature information about PMID, title (TI), abstract (AB), journal impact factors (IF), five-year journal impact factors (IF5), author (AU), full author (FAU), affiliation (AD), publication type (PT), date of publication (DP), place of publication (PL), journal title (JT), journal title abbreviation (TA), and source(SO). (2) The "Entity_Info.json" file containing the information of the entities appearing in the literature about entity, type, official full name, PMID, sentence, number of articles, JT, TA, IF, IF5, year, date, alias names, description, url, mutation position, mutation alleles, MeSH ID, relation, external links, aging biomarker, and longevity biomarker. (3) The "Relation_Info.json" file containing the triples information about source entity, relationship, target entity, method, sentence, source, target, source type, target type, PMID, DP, date, TI, TA, IF, and IF5. (4) The "Aging_Biomarkers.json" file containing the aging biomarkers information about source entity, relationship, target entity, sentence, source, target, source type, target type, PMID, DP, date, TI, TA, IF, and IF5. (5) The "Longevity_Biomarkers.json" file containing the longevity biomarkers information about source entity, relationship, target entity, sentence, source, target, source type, target type, DP, TI, TA, IF, and IF5. (6) The "Entities.csv" file containing the entities information for Neo4j. (7) The "Roles.csv" file containing the relations information for Neo4j.
DOI: 10.6084/m9.figshare.25604013.v2
title: Cencelle ceramic petrography database- zip

description: This folder contains the database archive linked to the article Archaeological Science and Experimental Archaeology Can Inform Sustainable Innovative Craft https://www.mdpi.com/2513624.This dataset displays a selection of ceramic samples from the medieval settlement of Cencelle, in association to their macroscopic fabric, the petrographic group and photomicrographs.
DOI: 10.6084/m9.figshare.28397210.v2
title: ZM4_haploid genome

description: The information of the ZM4 haploid genome of alfalfa. The raw data was uploaded to NGDC (CRA005190) and NCBI (PRJNA685277).Related paper: Evolutionary genomics of climatic adaptation and resilience to climate change in alfalfa
DOI: 10.6084/m9.figshare.29022083.v1
title: Optimal TSR and net moment simulation results.xlsx

description: <b>This dataset supports the manuscript titled</b> <i>“Data-Driven Discovery of Optimal Tip-Speed Ratio via Physics-Informed Moment Balance: Resolving Water Inertia in Lift-Dominant Tidal Turbines.”</i> It includes the raw simulation data as well as the final computed results for inertial torque and driving torque under three operating conditions.
DOI: 10.6084/m9.figshare.5120632.v1
title: Supplementary Material for: Establishment of a Predominantly African-American Cohort for the Study of Alzheimer’s Disease

description: <i>Background/Aims:</i> The recruitment of culturally diverse subject populations into research studies, particularly African-Americans (AA), has been the focus of intense interest by many groups. <i>Methods:</i> In this paper, we present the methodology utilized to create a predominantly AA cohort for the longitudinal study of risk factors in Alzheimer’s disease (AD). The underlying strategy was that of identifying geographically diverse clinical venues within South Carolina (SC) where large numbers of AA patients already come to seek medical care. <i>Results:</i> This strategy was successful, although recruitment rates for AA subjects (43.4%) still fell below those for white subjects (70.3%; p = 0.0025). Subject characteristics of AA subjects that chose to enroll were not substantially different from those that declined to participate. The demographic characteristics of this cohort were largely similar to those of the SC Alzheimer Disease Registry, a population-based database. The problems of standardization of subject recruitment and assessment across diverse clinical venues are also addressed. <i>Conclusion:</i> The utilization of geographically diverse sites for research recruitment where minorities already receive medical care is one practical solution to the problem of minority participation in research. Multi-site recruitment to improve minority recruitment can be accomplished with acceptable standardization and inter-rater reliability.
DOI: 10.6084/m9.figshare.5132134.v1
title: Datasets, notes, variable list, and R script. from The potential pitfalls of studying adult sex ratios at aggregate levels in humans

description: Datasets, notes, variable list, and R script.
DOI: 10.17632/svyhv7mg4m
title: Supplementary Table 2

description: Supplementary Table 2 presents estimates obtained from the best model based on BIC. The table has 8034 rows and 14 columns. The column names and descriptions are given in the supplementary document Section 3.
DOI: 10.6084/m9.figshare.24549217.v1
title: Retinal Fundus Glaucoma Image dataset

description: Z. Zhang <i>et al</i>., "ORIGA-light: An online retinal fundus image database for glaucoma analysis and research," <i>2010 Annual International Conference of the IEEE Engineering in Medicine and Biology</i>, Buenos Aires, Argentina, 2010, pp. 3065-3068, doi: 10.1109/IEMBS.2010.5626137.Huazhu Fu, Fei Li, José Ignacio Orlando, Hrvoje Bogunović, Xu Sun, Jingan Liao, Yanwu Xu, Shaochong Zhang, Xiulan Zhang, July 9, 2019, "REFUGE: Retinal Fundus Glaucoma Challenge", IEEE Dataport, doi: https://dx.doi.org/10.21227/tz6e-r977.https://www.kaggle.com/datasets/arnavjain1/glaucoma-datasets
DOI: 10.6084/m9.figshare.27871677.v2
title: Aggregated fine-mapping results using PolyFun+SuSiE, PolyFun+FINEMAP, SuSiE, FINEMAP and four options of LD reference panels (UKB, HRC, LD, noLD)

description: Aggregated fine-mapping results using PolyFun+SuSiE, PolyFun+FINEMAP, SuSiE, FINEMAP and four options of LD reference panels (UKB, HRC, LD, noLD). Fine-mapping windows were the GWS locus windows.File types:*txt.gz file: aggregated results of all fine-mapping results across all loci.*.merged.csv: aggregated results of all fine-mapping results across all loci, whilst denoting the locus corresponding to each set of results.
DOI: 10.6084/m9.figshare.27936630.v1
title: Raw data single AM fungal species

description: Description and information for data files (Microtom_imaging_data.xlsx, Weights_harvest.csv, Colonisation_data.csv, Root_metabolomics.zip.) can be found in the README file.
DOI: 10.6084/m9.figshare.28927466.v1
title: Design Justice - Accessibility in Video Game Design

description: This is a coursework for INM317 Design Justice module (2024-2025), MSc Human-Computer Interaction Design, City, St George's, University of London, led by Dr Ernesto Priego.This fanzine explores injustice in video game accessibility. It uses a personal example from the author's family and discusses the barriers people with disabilities face when gaming. It looks at the advocacy work already being done and proposes design justice-informed ways forward. Print instructions: print the "print version" double sided on A4 paper, fold pages in half, and assemble as a booklet.
DOI: 10.17632/5prvz7dm5v
title: Data for: Creep of recycled aggregate concrete: Experimental database and creep prediction model

description: Database of experimental results on recycled aggregate concrete creep
DOI: 10.17632/mm9zmp94w5
title: Folds and refrains in the construction of territoriality in female soccer spectators in female Subjectivity

description: El concepto de territorio, en el marco de los estudios sociales y particularmente el de la geografía y filosofía, ha desarrollado herramientas para pensar los pliegues, ritornelos (música), diferencias y territorialidades de sujetos integrantes de las agrupaciones sociales, y su conformación por género, etnia y raza. El siguiente escrito articulará en un primer aparte, las formas de entender la construcción del territorio en mujeres integrantes de los grupos sociales del barrismo (en adelante GSB); en una segunda parte, se realizará un debate frente a las conformaciones de subjetividades femeninas en los territorios de las mujeres y su contribución en cuanto a la construcción y articulación como integrantes de las agrupaciones sociales del barrismo; en un tercer aparte, se relaciona el ser mujer y su distribución como sujetos barristas. Como cierre del artículo, se efectúa una aproximación a las metodologías de la etnografía de la cartografía del deseo que buscan realizar una posible aproximación a lo propuesto dentro del artículo, para generar una discusión de la vinculación de lo femenino a las agrupaciones sociales del barrismo.