cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.1492974.v3
title: Left Atrial Segmentation Challenge 2013: MRI results

description: This fileset is associated with the Left Atrial Segmentation Challenge 2013 (LASC'13). LASC'13 was part of the STACOM'13 workshop, held in conjunction with MICCAI'13. Seven international research groups, comprising 11 algorithms, participated in the challenge. For a detailed report, please refer to: Tobon-Gomez C, Geers AJ, Peters, J, Weese J, Pinto K, Karim R, Ammar M, Daoudi A, Margeta J, Sandoval Z, Stender B, Zheng Y, Zuluaga, MA, Betancur J, Ayache N, Chikh MA, Dillenseger J-L, Kelm BM, Mahmoudi S, Ourselin S, Schlaefer A, Schaeffter T, Razavi R, Rhode KS. Benchmark for Algorithms Segmenting the Left Atrium From 3D CT and MRI Datasets. IEEE Transactions on Medical Imaging, 34(7):1460–1473, 2015. The challenge is also featured on http://www.cardiacatlas.org/challenges/left-atrium-segmentation-challenge/The data and code of the challenge have been made publicly available to serve as a benchmark for left atrial segmentation algorithms. Code is hosted on https://github.com/catactg/lasc Feel free to contact us with any questions. This fileset consists of results from algorithms evaluated during LASC'13. Included are the binary mask provided by the participant and the output files of lasc/code/lasc_benchmark.py in the code repository. dm_body.csv: Dice metric of the LA body dm_pvs.csv: Dice metric of the PVs mask.mhd + mask.raw: Binary mask provided by segmentation algorithm mesh.vtp: Surface mesh extracted from mask.mhd using marching cubes s2s_body.csv: Surface-to-surface metric of the LA body s2s_pvs.csv: Surface-to-surface metric of the PVs std_gt2seg.vtp: Surface mesh with distance from GT to segmentation (as pointdata array) std_mesh.vtp: Surface mesh after standardisation std_seg2gt.vtp: Surface mesh with distance from segmentation to GT (as pointdata array) std.mhd + std.zraw: Image representation of segmentation with labels copied from std_mesh.vtp
DOI: 10.17632/7w7d5mrr77
title: Iron sources and redox constrain REY enrichment in deep-sea sediments: insights from sequential leached Fe isotope

description: Table 1. Major elements contents, S and ΣREY concentrations, and δCe in clay-sized sediments from site 30 and 64 cores in the western Pacific Ocean.
Table 2. Iron isotopic composition (δ56Fe and δ57Fe values) of deep-sea clay-sized sediments from site 30 and 64 cores in the western Pacific Ocean, following sequential leaching.
DOI: 10.6084/m9.figshare.17113688.v1
title: scXRD Experimental Tables

description: Two, labelled workbooks are included in the attached spreadsheet file. These contain the experimental CIF data tables for the LESCO and LSCO single-crystal diffraction data, including information relating to the unit cell, data collection, reduction and refinement.
DOI: 10.6084/m9.figshare.28515977.v1
title: Stroma_Q3_36segments_1585_targets.xlsx

description: Count data stroma segments after preprocessing (filtering) and normalization.
DOI: 10.17632/66rg4fhfzf
title: Effect of gas type on liquid injectivity in a surfactant-alternating-gas foam process

description: Foam is injected into geological formations in a number of applications, including enhanced oil recovery, CO2 sequestration, and soil remediation. Surfactant-Alternating-Gas (SAG) is one of the most common methods of foam injection. Injectivity is a key factor in a SAG foam process for both economics and diversion. Depending on process goals and local availability, varies types of gas can be injected. Previous studies suggest that gas properties play an important role in the evolution of gas and liquid injectivity in a SAG process. However, the mechanisms of the effect of gas type on injectivity remain poorly understood. In this study, various types of gas, N2, CO2 and Kr, are employed to investigate the effect of gas type on fluid behavior and injectivity in a SAG process. In one experiment, we partially pre-saturate injected liquid with CO2 to explore the effect of gas-dissolution capacity on liquid injectivity. We observe that the process of dissolution of trapped gas into liquid fingers is strongly affected by gas solubility. The lower the gas solubility in water, the slower the gas dissolution process, and the slower the rise in liquid injectivity. The gas-dissolution process takes much longer with injection of partially pre-saturated liquid than with unsaturated liquid. The propagation of the collapsed-foam front during gas injection is also affected by the gas type: the greater the solubility of water in gas, the faster the foam-collapse process. One practical implication is that CO2 SAG foam injectivity is substantially better than foam made with other gases.

The data sets include: cross-sectional water saturation profile during liquid injection following Nitrogen foam obtained from CT scan. Foam scan data for various types of gas at the same superficial velocity. The sectional pressure gradient data during gas injection following foam, liquid injection following foam and a period of gas injection. Researchers can directly draw the curve of pressure gradient change against pore volumes liquid/gas injection in various scenarios.
DOI: 10.17632/gjw3z6n978
title: Thermally Evaporated CdS Thin Films for CdS/CdTe Solar Cells: Effect of CdS Layer Thickness

description: Data used for the study.
DOI: 10.17632/kjmc7dg5ny
title: The effect of age on D20, D40 and live foal rates in the Clydesdale mare

description: Anonymized farm data from a study researching the effects of age on pregnancy and live foal rates in Clydesdale mares. 'Clydesdale_repro_data_AOS_V3.xlsx' contains the anonymized raw dataset gathered from 12 stud farms in Canada, Scotland and USA for this study. 'AOS_data_NHT_V2.xlsx' contains most of the same dataset as 'Clydesdale_repro_data_AOS_V3.xlsx' minus mares who had been treated with hormones, and was simplified for statistical analysis. 'Rcode_clydesdale_AOS_V3.txt' contains the code to run the statistical analysis from the study and instructions on which parameters need to be updated to run the program properly on your system.

'METADATA_FINAL.docx' contains tables of variables and definitions used in each of the other files in this repository.
DOI: 10.17632/kntn3sgg4h
title: Contextualized genome-scale model unveils high-order metabolic effects of the specific growth rate and oxygenation level in recombinant Pichia pastoris

description: This material contains molecular biology protocols, modeling methods and models for reproducing the results of this article.
DOI: 10.17632/tk7wmkxbyf
title: Touisst arrivals by ASEAN Country member states, % change 2019

description: Tourist arrivals by ASEAN country
DOI: 10.6084/m9.figshare.26098734.v1
title: Sicca syndrome/Sjögren’s disease associated with cancer immunotherapy: a narrative review on clinical presentation, biomarkers, and management

description: Almost one-quarter of immune checkpoint inhibitor (ICI) recipients experience sicca syndrome, while Sjögren’s disease (SjD) is estimated at 0.3–2.5%, possibly underreported. This narrative review (Medline/Embase until January/31/2024) addresses the pathophysiology, incidence, demographic/clinical features, biomarkers, labial salivary gland biopsy (LSGB), fulfillment of the idiopathic SjD (iSjD) classificatory criteria, differential diagnosis, and management of sicca syndrome/SjD associated with ICIs. SjD associated with ICIs is underdiagnosed, since studies that performed the mandatory SjD investigation identified that 40–60% of patients with sicca syndrome associated with ICIs meet the iSjD classificatory criteria. LSGB played a fundamental role in recognizing these cases, as most of them had negative anti-Ro/SS-A antibody. Despite the finding of focal lymphocytic sialoadenitis in LSGB samples mimicking iSjD, immunohistochemical analysis provided novel evidence of a distinct pattern for sicca syndrome/SjD associated with ICIs compared to iSjD. The former has scarcity of B lymphocytes, which are a hallmark of iSjD. Additionally, patients with sicca syndrome/SjD associated with ICIs have demographical/clinical/serological and treatment response dissimilarities compared to iSjD. Dryness symptoms are more acute in the former than in iSjD, with predominance of xerostomia over xerophthalmia, and partial/complete response to glucocorticoids. Dryness symptoms in ICI-treated patients warrant prompt SjD investigation.
DOI: 10.6084/m9.figshare.26397763.v1
title: <b>The Preferences of People with Visual Impairments and Blindness for Clothing Information Written in Braille</b>

description: Worldwide there are 1 billion visually impaired and blind individuals (VIBIs) and just within the United States (US), there are over 7 million VIBIs. This research surveyed twenty-three VIBIs to learn about their clothing preferences, their interest in conveying clothing information on a tag or the clothing itself, such as, for example, three-dimensional (3-D) printed braille, and what clothing information they would need/want to be 3-D printed. VIBIs have difficulty making satisfactory clothing purchases due to an inability to read important clothing information from the tags or take visual cues from the clothing itself. They are unable to successfully shop independently and are often left with difficulties identifying or caring for their clothing once they have made the purchases. 96% (22) of the respondents reported an interest in 3-D printed braille on clothing or clothing tags as a source of clothing information. While color, pattern, and size were marked as the most important information to be included, participants also indicated interest in the fiber content, country of origin, and care information. 3-D printed braille on clothing or clothing tags offers a viable solution for VIBIs’ obstacles when shopping independently. The technology to achieve this already exists and could be used to make clothing shopping accessible to the VIBI community.
DOI: 10.6084/m9.figshare.27411351.v1
title: Corruption measures with Satellite Data

description: The dataset CORRUPTION_SATELLITE.xlsx is available on Figshare. The first sheet has our estimates for construction-based corruption for 54,091 European municipalities for the years 1971-2011 (with 10-year intervals). The second sheet contains the same estimate for Italy. The dataset also contains the data we use to produce our estimates. The third sheet has seventeen analytical indicators for Italy: Italian name of municipalities (Municipality), Year (Year), code of NUTS_3 according to Eurostat (NUTS_3), the Italian name of the Province corresponding to NUTS_3 (Province), LAU code (Code), area of the municipality in square kilometers (Area_km), total population (Pop), degree of Urbanization according to Copernicus (DEGURBA), amount of built-up land (Built_up), area of the province (Prov_km), Gross Value Added (GVA), percentage of construction sector on value added (perc_const), population density (density), population elderly (elderly), and gross domestic production at present purchase power (gdp_ppp). The fourth sheet contains the Index of the expected budget as computed by OpenCivitas for Italy. The fifth sheet contains the panel data for Europe. It has the same structure as the second sheet but with three new columns: two identification codes (GISCO_ID and RAS_ID) and the name of the country (COUNTRY).
DOI: 10.17632/9c4fwxnhpf
title: Trend Analysis of Industry Payments to Dermatologists in the United States from 2015-2022

description: Supplemental figure and table for JAAD submission.
DOI: 10.17632/v87dsz83gm
title: Data for: All that glitters is not gold: wages and education for US immigrants

description: Our analysis uses data from the 2001-2017 rounds of the American Community Survey. We restrict our sample to foreign-born men aged 25 to 64 living outside group quarters at the time of the interview, but excluding US citizens born abroad. We also restrict our sample to migrants (i ) who arrived in United States between 2 and 10 years before the survey, and (ii ) were at least 25 years-old at the time of immigration.
DOI: 10.6084/m9.figshare.13265582.v2
title: Building density & Rooftop PV potential

description: Two datasets are presented. The blgdens100m.zip shows the EU-building density map in 100 m × 100 m resolution raster, (building area in m<sup>2</sup> per 10 000 m<sup>2</sup> or hectare) for all Europe. The second dataset RooftopPVpotential_EU.zip (vector) provides the modelled rooftop area and the technical and economic solar PV potential for Europe at regional level. <br>
DOI: 10.17632/mtf4h8yjtw
title: Supporting Information for 'Mesozoic South-dipping Subduction History at Southern Tethys Ocean Constrained from Global Tectonic Reconstructions and Seismic Tomography'

description: Supporting Information for 'Mesozoic South-dipping Subduction History at Southern Tethys Ocean Constrained from Global Tectonic Reconstructions and Seismic Tomography' by Yan Peilong, Zhang Nan, Yuan Huaiyu and Liu Xiaoxu
DOI: 10.6084/m9.figshare.24295447.v1
title: Dataset of Market Participants Based on Green Power Market, Electricity Market and Carbon Market

description: Dataset Based on Green Power Market, Electricity Market and Carbon Market
DOI: 10.6084/m9.figshare.1297290.v1
title: New datasets for strategies of Apis mellifera during visual search for vertical targets

description: Dataset 1: The dataset contains the decisions of each bee at a distance of 5 cm to the search screen (correct: number of correct decisions; false: number of false decisions) during pre-training phase. Data are divided in treatment groups (dorsal, ventral, mixed) and learning blocks of five foraging bouts (B1: bout number 1 to5; B2: bout number 6 to 10, etc.). The total number of decisions is given (_all) as well as the separation into bouts with the target placed in the top row (_T_dorsal) and in the bottom row (_T_ventral). Dataset 2: The dataset contains the decision time (seconds) and error rate (correct: number of correct decisions; false: number of false decisions) of each bee during the training phase. Data are divided in treatment groups (dorsal, ventral, mixed) and learning blocks of six foraging bouts (B1: bout number 1 to 6; B2: bout number 7 to 12, etc.). For both error rate at 5 cm distance to the search screen and decision time the total values are given (_all_5) as well as the separation into trials with the target placed in the top row (_T_dorsal_5) and in the bottom row (_T_dorsal_5). Additionally, the error rate of the first and last learning block is given for distances of 10 cm (_10), 7.5cm (_7.5) and 0 cm (_0) to the search screen. NA = missing value. Dataset 3: The dataset contains the decision time (seconds) and error rate at 5 cm distance to the search screen (correct: number of correct decisions; false: number of false decisions) of each bee during the training phase. Data are divided in treatment groups (dorsal, ventral, mixed) and learning blocks of three foraging bouts (B1: bout number 1 to 3; B2: bout number 4 to 6, etc.). For both error rate and decision time only the total values are given (_all). Dataset 4: The dataset contains the flight angles of the first (F1), third (F3) and fifth (F5) foraging bout of all filmed bees (N=7 per treatment group). For the mixed group these bouts are presented for both possible target positions (dorsal, ventral) – therefore in this group 10 bouts per bee are shown. The distance between entrance hole and decision line (25cm) was divided into 5 segments of 5 cm length (_5: 0 to 5 cm distance from the entrance, _10: from 5 to 10 cm distance, etc. ). NA = missing value). Dataset 5: The dataset contains the percentage of erroneous decisions for each bee and each position of the search screen (three rows by three columns). The particular position is described by the row (topR, middleR, bottomR) and the arrangement in the particular row (left, middle, right). For example, the topmost left position is named 'topR_left' and the middle position in the middle row is named 'middleR_middle'.
DOI: 10.6084/m9.figshare.28722422.v1
title: Replication packge for the paper submitted to the ACM TKDD journal.

description: This repository contains the code and resources for the research paper "Evaluating the Impact of Source Code Representation and Traversal Methods on Software Fault Prediction and Code Smell Detection". The study investigates and compares multiple code representation techniques—both traditional and pre-trained models—applied to two key software engineering tasks: software fault prediction and code smell detection.
DOI: 10.6084/m9.figshare.7073072.v1
title: LacY HDX-MS uptake plots and uptake datasets

description: LacY HDX-MS uptake plots and uptake datasets
DOI: 10.17632/3h3pzz37kf
title: Parts of courses from multiple MOOCs providers to a fragmented learning

description: This dataset is composed of raw data from multiple MOOCs providers (i.e., Khan Academy, Udemy, and edX).
DOI: 10.17632/3w3pf3vnd4
title: Agricultural Irrigation Control Dataset

description: The data obtained from the sensors comprised 4,893 XBee frames with 10 different parameters (i.e., temperature, humidity, air pressure, soil moisture, soil temperature, solar radiation, leaf wetness, wind speed, wind direction, and rain level) in each frame. Due to space limitations and the scope of the study area, we only considered, processed, and analyzed six parameters (i.e., air temperature, relative humidity, solar radiation, wind speed, soil temperature, and soil moisture) in these experiments.
DOI: 10.17632/3wgnst2w7g
title: Student evaluation of teaching 

description: Different teacher and class variables accompanied by the teacher's rating as assessed by his or her students.
DOI: 10.17632/49m2b62p3w
title: A Dataset on Consumers' Knowledge, Attitude, and Practice: Investigating Electric Vehicle Adoption in the Indian Automobile Sector.

description: This dataset provides a comprehensive exploration of consumers' perspectives on electric vehicle (EV) adoption in the Indian automobile sector, capturing crucial insights into their knowledge, attitudes, and practices. It encompasses diverse variables, including awareness levels, perceptions, and behavioral patterns, offering a nuanced understanding of the factors influencing the decision-making process regarding EV adoption. With a focus on the Indian market, this dataset serves as a valuable resource for researchers and industry stakeholders seeking to drive sustainable and informed strategies for the future of electric mobility in the region.
DOI: 10.17632/4tb8spry4b
title: 300OB (HFGP)

description: This is the data accompanying the paper "Sex-Specific Regulation of Inflammation and Metabolic Syndrome in Obesity" (https://pubmed.ncbi.nlm.nih.gov/32460579/). Files: - 300OB_cellCounts.xlsx --&gt; immune cell frequencies in whole blood - 300OB_circulatingMarkers.xlsx --&gt; concentrations of circulating markers of inflammation - 300OB_cytokineProductionCapacity_IL6IL1bTNFa --&gt; cytokine production capacity upon stimulation. Columns are named for example "C. albicans conidia_Macrophage_24h_TNF-a", starting with the stimulus used, the cell-type used, duration of stimulation and cytokine measured. - 300OB_hostCharacteristics.xlsx --&gt; general host characteristics - 300OB_metabolicSyndrome.xlsx --&gt; metabolic syndrome score as described in the paper Each volunteer has been an identified starting with "C" followed by three digits. If you have any questions about this data please contact Prof. Dr. Niels Riksen (Niels.Riksen@radboudumc.nl).
DOI: 10.17632/8vjwsmw789
title: Trelagliptin relieved cognitive impairment of diabetes mellitus rats: Involvement of PI3K/Akt/GSK-3β and inflammation pathway

description: Data for the submitted manuscript titled "Trelagliptin relieved cognitive impairment of  diabetes mellitus rats: Involvement of PI3K/Akt/GSK-3β and inflammation pathway".
DOI: 10.17632/dg6n8mbypm
title: Periodic and continuous review inventory policies for perishable products under service level constraints: simulation results

description: The dataset reports the total inventory cost and the related service level achieved by 273 different configurations of an inventory system for perishable product. Each configuration is characterized by different values of 8 input parameters (unitary inventory cost, unitary stockout cost, order issuing cost, unitary disposal cost, parameters a and b of the demant weibull distribution, shelf life and percentage of demand which is not satisfied with available stock which is lost. The configurations were defined on the basis of a CCD DoE. Two different inventory policies were considered: perdiodic review and continuous review (S,s)
DOI: 10.17632/hvxf2ghb38
title: Data for "Changing Global Linkages: A New Cold War?"

description: This is the replication package for the paper "Changing Global Linkages: A New Cold War?", at the Journal of International Economics
DOI: 10.6084/m9.figshare.28231193.v3
title: Buildingbridges_data.csv

description: In this paper, we hypothesize that, when American adults are primed to think about a common non-political identity (e.g., shared hobby), they are more likely to think positively about members of the other party. However, based on our original survey experimental data, we find that emphasizing a common non-political identity (e.g. shared hobby) <i>does not</i> improve people’s attitudes towards and desires to interact with outpartisan members. Rather, we find that appealing to a common non-political identity or shared hobby had a <i>negative</i> effect on outpartisan behaviors. This is significant because it suggests that in the context of the United States, the common ingroup identity model (CIIM) does not apply to non-political identities like hobbies in encouraging intergroup contact.  <br>
DOI: 10.6084/m9.figshare.28884947.v1
title: Effect of low calorie diet on BW, water, food intake and electrolytes balance and cardiac function after 3 month refeeding

description: Effect of 3 months refeeding after severe food restriction on body weight gain and food intakeEffect of refeeding after severe food restriction on heart function.Effect of 3 months refeeding after severe food restriction on isolated heart function during reperfusion after ischemia
DOI: 10.17632/zm7dfxpy85
title: Exosomal miR-129-2-3p promotes airway epithelial barrier disruption in PM2.5-aggravated asthma

description: Original bands of Western blotting results.
DOI: 10.6084/m9.figshare.14992356.v4
title: Data: Setting the priorities straight - Species distribution models assist to prioritize conservation targets for the mangroves

description: <b>1.Occurrence.data:</b> Spatially rarefied occurrence data for 7 true mangroves and 3 mangrove associates, which were used in the species distribution modelling.<br><b>2.Predicted.distribution.data:</b> The number and percentage of cells predicted suitable for each species (n=10) and two species categories (true mangroves and mangrove associates) in current, past (Last Glacial Maximum and Mid-Holocene) and future (2050 and 2070) climate conditions.<br><b>3.Location.priorityConsv.data:</b> Characteristics of the three categories of priority conservation sites in form of identity of anthropogenic biome, protected areas, ecoregions and habitats. The habitat suitability for the true mangroves and mangrove associates at each of these sites in current and future climate has been provided.<br><b>4.Species.priorityConsv.data:</b> Estimates of current climatic niche traits for each of the 10 mangrove species, their position in the two-dimensional niche spaces, and priority ranking for conservation.<br>