cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.13859621.v1
title: Supplementary Material for: Clinical Importance of a Peritoneal Interposition Flap to Prevent Symptomatic Lymphoceles after Robot-Assisted Radical Prostatectomy and Pelvic Lymph Node Dissection: A Systematic Review and Meta-Analysis

description: <b><i>Background:</i></b> Robot-assisted radical prostatectomy (RARP) including pelvic lymph node dissection (PLND) is the current state of the art in surgical therapy of localized prostate cancer with intermediate or high risk. PLND in particular is associated with morbidity inherent to this method; the rate of symptomatic lymphoceles (sLCs), for example, ranges up to 10%. <b><i>Objective:</i></b> Various intraoperative modifications have been developed with the aim of reducing the sLC rate. Based on current studies, a peritoneal interposition flap (PIF) appears to be one of the most effective methods for this purpose. Under the criteria of a systematic review, 5 retrospective studies have been identified until now, 4 of which showed a positive effect of PIF on the sLC rate. <b><i>Results and Limitations:</i></b> A total of 1,308 patients were included in the aggregated analysis of these 5 studies. The amount of sLCs was 1.3% (8/604) and 5.7% (40/704) in the PIF and standard groups, respectively (<i>p</i> &lt; 0.001). The resulting odds ratio (OR) was 0.23 (95% confidence interval [CI]: 0.05–0.99), taking in­to account a noteworthy heterogeneity of the 5 studies (<i>Q</i> = 9.47, <i>p</i> = 0.05; <i>I</i><sup>2</sup> = 58%). In addition, a prospective randomized and blinded study (Pianoforte trial) with corresponding sLC rates of 8.3% (9/108) versus 9.7% (12/124) (<i>p</i> = 0.820) exists. In this study, the OR was 0.85 (95% CI: 0.34–2.10, <i>p</i> = 0.722). <b><i>Conclusion:</i></b> Despite positive results from retrospective studies with indirect evidence, the role of the PIF in the reduction of sLC in RARP could not be conclusively assessed yet. The results of the first prospective randomized study do not show a positive effect of PIF, declaring a research gap for further studies with direct evidence.
DOI: 10.6084/m9.figshare.20387331.v1
title: BETr Labeling Project

description: Raw data used for the main manuscript of BETr Labeling Project
DOI: 10.17632/54txhzj6ty
title: The data of soil gas concentration (Rn, CO2, CH4, and H2) at the epicenter of the Luxian earthquake

description: After the Luxian earthquake (Sep. 16th, 2021), we measured soil gas concentrations of Rn, CO2, CH4, and H2 near the epicenter and repeated measurements in 2023. In addition to gas measurements, various environmental parameters were recorded at the measurement sites, including atmospheric pressure, altitude, soil temperature, air temperature, and atmospheric humidity.
DOI: 10.17632/t26pp5y6ym
title: PHARMIP

description: 1-Files that resulted from application of PHARMIP insilico method to explore adverse drug reactions on 2 examples of domperidone related cardio-toxicity and ranitidine related thrombocytopenia . 2-Files that are used to apply the step of molecular docking on the previous examples.
DOI: 10.6084/m9.figshare.28474007.v1
title: BART_collect_money_with_bank_or_burst

description: Item from BART experiment
DOI: 10.17632/g3kyfkrx9y
title: Quercetin targets and inhibits G6PD

description: Raw data of western blotting and Mass spectrometry
DOI: 10.17632/rjj84brk2p
title: Transactional Retail

description: The statistical details of this dataset were provided below:

Database size (total no of transactions) : 88125
Number of items : 16469
Minimum Transaction Size : 1
Average Transaction Size : 10.305497872340425
Maximum Transaction Size : 76
Standard Deviation Transaction Size : 8.162050490723274
Variance in Transaction Sizes : 66.61982418275215
Sparsity : 0.9993742487174485

Please cite the following reference:

Rage Uday Kiran, Masaru Kitsuregawa: Efficient discovery of correlated patterns using multiple minimum all-confidence thresholds. J. Intell. Inf. Syst. 45(3): 357-377 (2015)

URL: https://link.springer.com/article/10.1007/s10844-014-0314-7

Disclaimer: This dataset was downloaded from fimi repository - http://fimi.uantwerpen.be/data/
DOI: 10.17632/zg6y643fhm
title: Regionalist Parties and their Minister Portfolios

description: The final dataset consists of 77 different regionalist parties from ten Western decentralized democracies 37 different regions. In total, 1.779 unique minister posts were inventoried. This file includes: 1. the complete dataset 2. re-grouping into 27 issue categories 3. four tables 4. 2 figures 5. four appendices
DOI: 10.6084/m9.figshare.26771701.v1
title: All State of Health Data and Code

description: State of Health data for all tested battery cells. This includes LFP, NCA, and NMC cyclindrical cells. They were cyclied under different state of charge swings (0-100% or 20-80%) and varied amounts of fast charging (0%, 10%, 20%, 50%, 100%). Here fast charging is 2C or a full nameplate capacity charge in 30 minutes. When not fast charging slow charging is modeled off of slow, Level 2 charging for a hypothetical electric vehicle pack.
DOI: 10.17632/yxwjgcndg2
title: Eye Conjunctiva Segmentation Dataset

description: The dataset consists of 547 eye images showing conjunctiva collected using two smartphones, the OnePlus 9R(48 MP, f/1.7) and OnePlus 9Pro(48 MP, f/1.8). The room where the images were captured had an adequate amount of lighting. While taking images the lower eyelid was gently moved down with the thumb to get accurate exposure to the conjunctiva of the eyes. No additional lighting was used during the image acquisition process. 

All the images were labeled using “Labelme” software by two annotators. Inter Annotator Agreement (IAA) was calculated among all the labeled images as an intersection percentage between annotated images from two annotators. The agreement found was almost perfect which is on average about 99.9%. The images are of very high resolution which is around (3000X4000). Annotated masks are of the same resolution as the corresponding image. The dataset contains three files. The file named 'Images' contains 547 original images showing eye conjunctiva. Files named 'Masks Annotator 1' and 'Masks Annotator 2' contain masks annotated by two different annotators.
DOI: 10.17632/4sd9c8rsd3
title: EMA Station Solar Radiation Data (Coordinates: -78.435, -0.196) Year 2024

description: Solar radiation data from EMA Station located in Quito Ecuador, 1-hour resolution for the year 2024
DOI: 10.17632/tn35b9wmrm
title: Effects of conservation tillage on soil quality, crop production and PLFAs

description: A two-year field experiment was conducted on subtropical Ultisols continuously cultivated with maize (Zea mays L.) for over 20 years. The experiment tested three tillage types (no tillage, earthworm bio-tillage, traditional rotary tillage) along with three organic matter inputs (none, straw, composted cow manure addition). Maize yield and soil samples (0-10 cm) were collected after four growing seasons to determine the effects of conservation tillage on maize production, soil properties and microbial communities (phospholipid fatty acids, PLFAs).
DOI: 10.6084/m9.figshare.19499372.v1
title: patches and local annotations, slide 046, zoom 248x248 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.17632/4bmj29z44v
title: Supplementary Figure S1 Methane emission, nutrient digestibility, and rumen microbiota in Holstein heifers fed 14 different grass or clover silages as the sole feed

description: Chart of the experimental design.
DOI: 10.15468/dl.tzg2c4
title: Occurrence Download

description: A dataset containing 4974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Antitype chi Linnaeus, 1758"
 ]
}

 The dataset includes 4974 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009244-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/67g57bj4kv
title: TG-DSC raw data and plots for the mixtures containing ferrites (MFe2O4, where M = Zn, Cu or Zn0.5Cu0.5) and iron sulfates (Fe2(SO4)3∙9H2O or FeSO4∙7H2O). "Comprehensive Study on the Mechanism of Sulfating Roasting of Zinc Plant Residue with Iron Sulfates"

description: The dataset represents the TG-DSC curves of the mixtures containing ferrites (MFe2O4, where M = Zn, Cu or Zn0.5Cu0.5) and iron sulfates (Fe2(SO4)3∙9H2O or FeSO4∙7H2O). The data was collected for pure iron sulfates, as well as for 6 ferrite-sulfate mixtures, namely, Fe2(SO4)3∙9H2O + Zn0.5Cu0.5Fe2O4, Fe2(SO4)3∙9H2O + CuFe2O4, Fe2(SO4)3∙9H2O + ZnFe2O4, FeSO4∙7H2O + Zn0.5Cu0.5Fe2O4, FeSO4∙7H2O + CuFe2O4, FeSO4∙7H2O + ZnFe2O4. Temperature ranges of all peaks obtained during the heating of the mixtures approximately match with the temperature ranges of peaks of thermal decomposition of pure sulfates that indicates the identity of the interaction mechanism in all the studied ferrite-sulfate systems.
DOI: 10.6084/m9.figshare.19091999.v1
title: Cross case analysis Support Data.docx

description: This data is a cross case analysis of 35 participants including 11 women diagnosed with breast cancer, 17 of their first degree relatives and 7 clinicians working in palliative care/oncology setting. These are quotes of participants views and experiences shared during an in-depth individual interviews.
DOI: 10.6084/m9.figshare.5165461.v2
title: Influencing Conditions External factors that influence team processes.png

description: A concept map presenting the "Team Influencing Conditions" that support team processes (cooperation, conflict, coordination, communication, coaching, cognition, cohesion, collective efficacy, and collective identity).<br>From:Dinh, J. V., & Salas, E. (2017). Factors that influence teamwork. In E. Salas, & R. Rico (Eds.). <i>The Wiley Blackwell handbook of the psychology of teamwork and collaborative processes</i>, pp. 15-41. Malden, MA: John Wiley & Sons.
DOI: 10.6084/m9.figshare.24039114.v1
title: Targeted single cell RNA-seq for patients with AML or MDS

description: P1 (AML) and P2 (MDS)-derived bone marrow cells were performed for single cell RNA sequencing in combination with specific gene panel.
DOI: 10.17632/3g5xsrgzbm
title: Data for: Identifying strategies to affect burn behavior by studying factors influencing fire application in North Dakota

description: Landowner survey data file (Excel) and accompanying survey instrument with correlating questions and numerical answers.
DOI: 10.6084/m9.figshare.28730855.v1
title: Supplement 1. Selection of items from the EU Kids online, Global Kids Online and Livingstone et al. (2017) versions on the online parental mediation dimensions of each questionnaire.

description: The only evaluation instrument used is the integrated and paired questionnaire for the evaluation of parental mediation strategies for children and families/guardians. This has been carried out by jointly analysing items from the available and recent versions of the EU Kids Online project (http://www.eukidsonline.net/) in its 2017 version (for children), Global Kids Online (http://globalkidsonline.net/) (children and legal guardians version) and from the work of Livingstone et al. 2017 (where only legal guardians are assessed). The construction process can be found in Annex/Supplement A/1. Although the items are very similar in each of the versions, there are some differences, both in the number of items that make up each dimension and in the response scales. The guiding principle has been to make a proposal of maximums that combines all the possible items of the three versions, with the exception of item 18 of restrictive mediation, which has not been included in the statistical analyses as it has a different response scale to the rest of the items of the dimension (See supplement 1). Thus, all items have been added to this version and paired for the child and family/guardian formulas
DOI: 10.6084/m9.figshare.28869320.v1
title: N/A

description: N/A N/A
DOI: 10.6084/m9.figshare.c.3624356_d4.v1
title: Additional file 1 of A gene-signature progression approach to identifying candidate small-molecule cancer therapeutics with connectivity mapping

description: Significant genes associated with HDAC inhibitors. The full list of 104 genes (probesets) and their rank order, obtained in the â  simulated experimentâ   with 4 HDAC inhibitors of the CMap reference profiles. (TAB 6.85 kb)
DOI: 10.15468/dl.rawtqg
title: Occurrence Download

description: A dataset containing 30770578 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Noctuidae"
 ]
}

 The dataset includes 30770578 records from 2793 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009235-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/gyc8-m675
title: "Recruitment Job-Postings Text Classification Results (AI \/ Environmental Protection \/ Other), China(2014\u20132023)"

description: "This dataset contains structured recruitment job-posting records and their text-classification results. Each row corresponds to one posting collected from public recruitment platforms. We provide 22 fields including company information, years, job title, city\/district, min\/max monthly salary (RMB), free-text job description, education, experience, headcount, employment type, platform, locations, posting\/closing dates, source, etc. The last column \u201clabel\u201d is the classification result with three classes: Artificial Intelligence (\u4eba\u5de5\u667a\u80fd), Environmental Protection (\u73af\u4fdd), and Other (\u5426). Labels were generated by a rule-guided triage followed by large language model inference with retrieval augmentation; manual spot-checking was performed to verify consistency. All text is in Chinese and UTF-8 encoded.Intended uses include text classification, domain-drift analysis, and HR analytics. Personally identifiable information is not included; company addresses remain at organization\/location level only. This dataset accompanies our manuscript submitted to IEEE Access and is provided for research and educational purposes. "
DOI: 10.15468/dl.xefvvn
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scaphopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-180 -90,-150 -90,-150 -60,-180 -60,-180 -90))"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012797-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmkg3b
title: Occurrence Download

description: A dataset containing 1930 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythrotriorchis radiatus"
 ]
}

 The dataset includes 1930 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009461-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4eyj7
title: Occurrence Download

description: A dataset containing 1418 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canavalia lineata"
 ]
}

 The dataset includes 1418 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017067-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15915143
title: DualVac Portable Vacuum Cleaner
DOI: 10.5281/zenodo.15915144
title: DualVac Portable Vacuum Cleaner
DOI: 10.15468/dl.z7339f
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bromus hordeaceus commutatus, Bromus hordeaceus pratensis, Bromus hordeaceus commutatus, Bromus japonicus diffusus, Bromus mollis commutatus, Bromus mollis commutatus, Bromus mollis commutatus, Bromus mutabilis commutatus, Bromus mutabilis glabratus, Bromus mutabilis pratensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017068-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qczebd
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 78 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017070-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exkt7g
title: Occurrence Download

description: A dataset containing 987052 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saxicola rubetra"
 ]
}

 The dataset includes 987052 records from 1975 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016945-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3fj4b
title: Occurrence Download

description: A dataset containing 18188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Magnoliaceae"
 ]
}

 The dataset includes 18188 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007137-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfszp5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tetrastemma nimbatum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017166-251025141854904/datasets/export for details.
DOI: 10.15468/dl.h3n6f2
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oreocharis jinpingensis"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017167-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17529412
title: Underwater images collected by a Paddle in Prairie, Mauritius - 2017-11-18

description: This dataset was collected by a Paddle in Prairie, Mauritius - 2017-11-18. 

            Underwater or aerial images collected by scientists or citizens can have a wide variety of use for science, management, or conservation.
            These images can be annotated and shared to train IA models which can in turn predict the objects on the images.
            We provide a set of tools (hardware and software) to collect marine data, predict species or habitat, and provide maps.

            This dataset is part of larger collection referencing numerous underwater and aerial images Seatizen Altas. 
            Methods, tools and scientific objectives are also described in a dedicated data paper.

            

            
 Generic folder structure 
            
            YYYYMMDD_COUNTRYCODE-optionalplace_device_session-number 
            ├── DCIM :  folder to store videos and photos depending on the media collected. 
            ├── GPS :  folder to store any positioning related file. If any kind of correction is possible on files (e.g. Post-Processed Kinematic thanks to rinex data) then the distinction between device data and base data is made. If, on the other hand, only device position data are present and the files cannot be corrected by post-processing techniques (e.g. gpx files), then the distinction between base and device is not made and the files are placed directly at the root of the GPS folder. 
            │   ├── BASE :  files coming from rtk station or any static positioning instrument. 
            │   └── DEVICE : files coming from the device. 
            ├── METADATA : folder with general information files about the session. 
            ├── PROCESSED_DATA : contain all the folders needed to store the results of the data processing of the current session. 
            │   ├── BATHY :  output folder for bathymetry raw data extracted from mission logs. 
            │   ├── FRAMES :  output folder for georeferenced frames extracted from DCIM videos. 
            │   ├── IA :  destination folder for image recognition predictions. 
            │   └── PHOTOGRAMMETRY :  destination folder for reconstructed models in photogrammetry. 
            └── SENSORS : folder to store files coming from other sources (bathymetry data from the echosounder, log file from the autopilot,  mission plan etc.).       
            

            
 Software 
            All the raw data was processed using our worflow. All predictions were generated by our inference pipeline. You can find all the necessary scripts to download this data in this repository. Enjoy your data with SeatizenDOI!
DOI: 10.6084/m9.figshare.29460560
title: <b>Social Discrimination, Social Capital on Quality of Life Among Older Syrian Refugees</b>

description: This dataset was collected as part of a research study investigating the relationships between <b>social capital</b>, <b>social discrimination</b>, and <b>quality of life</b> among <b>older Syrian refugees living in Istanbul</b>. The participants were individuals aged 60 and above, residing in various districts of Istanbul. The dataset includes quantitative responses to structured survey instruments that measure bonding and bridging social capital, perceived social exclusion, and multiple dimensions of quality of life (e.g., physical health, psychological well-being, social relationships, and environmental factors).Sociodemographic variables such as age, gender, marital status, education level, duration of displacement, and living arrangements are also included to allow for subgroup analysis. The data were collected in 2023 through face-to-face interviews conducted in Arabic and later translated into Turkish and English for analysis purposes.This dataset provides a valuable resource for researchers and policymakers aiming to better understand the psychosocial experiences of aging refugee populations in urban contexts.