cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28481039.v1
title: Supplementary Material for: Electromagnetic Iontophoresis: A Novel Nonsurgical Method for the Treatment of Dense Vitreous and Retinal Hemorrhages

description: Introduction: Vitreous, retinal and suprochoroidal hemorrhages might develop secondary to trauma, retinal tear or detachment, neovascularization due to ischemic retina. If the clearance of retinal and vitreous hemorrhages can be accelerated, more effective treatments can be planned for the underlying pathology.
Case Presentations: We present 6 different cases with dense vitreous, preretinal, and subretinal hemorrhages due to Valsalva retinopathy, polypoid choroidal vasculopathy (PCV), diabetic retinopathy (DR), neovascular age-related macular degeneration (nAMD), retinitis pigmentosa with vasculitis, and myopic choroidal neovascularization. To accelerate the clearance of these dense intraocular hemorrhages, a novel nonsurgical method of electromagnetic iontophoresis (MagnoVisionTM) was used together with some appropriate medications in an outpatient setting without any complications or side effects. In all cases, liquefaction of the intraocular hemorrhage began by 5 days and mostly resolved by 10 days. This nonsurgical rapid clearance allowed us to diagnose and evaluate the underlying retinal and choroidal pathologies earlier and to treat them appropriately as early as possible.
Conclusion: Combined use of electromagnetic iontophoresis, subtenon platelet rich plasma (PRP) and bevacizumab injection, and oral bromelain can be considered as an effective and safe new treatment method for vitreous and retinal hemorrhages without any need for surgical intervention.
DOI: 10.17608/k6.auckland.4557331.v1
title: SCoA-IV Data Files

description: The SPSS data file containing the data information collected from the SCoA-IV questionnaire administered in 2006. <br><br>The AMOS data file is the confirmatory factor analysis input for the SCoA-IV data set. <br><br>Results were published in:<br>Brown, G. T. L. (2006, September). <i>Secondary school students’ conceptions of assessment: A Survey of Four Schools</i>. Conceptions of Assessment and Feedback Project Report #5. Auckland, NZ: University of Auckland.<br>DOI: 10.13140/RG.2.2.24963.71202<br>
DOI: 10.6084/m9.figshare.9747152.v1
title: targets of 3-CDOA obtained from PharmMapper.csv

description: targets of 3-CDOA obtained from PharmMapper
DOI: 10.6084/m9.figshare.22982233.v1
title: Meta-analysis of meat quality of cattle slaughtered with different subcutaneous fat thicknesses

description: Abstract The objective of this work was to evaluate, through meta-analysis, the impact of subcutaneous fat thickness on beef qualitative traits. Combined data from 13 studies were used, comprising 245 carcasses of male bovines slaughtered in Brazil. Effect size for all parameters was calculated as mean difference or standardized mean difference, at 95% probability. The meta-analysis of random and fixed effects was carried out when I2&gt;50% and I2&lt;50%, respectively, for each indicator separately, with means for fat thickness, classified in the “control” (3–6 mm), “low” (&lt;3 mm), and “high” (&gt;6 mm) groups. Carcasses in the “high” group showed greater intramuscular fat deposition, whereas those in the “low” group presented an intramuscular fat deposition similar to that of the control. When the fat thickness was below the recommended threshold of 3 mm, shear force increased. Subcutaneous fat thickness values greater than 6 mm induced a positive change in the perception of tenderness by the panel of evaluators. Beef carcasses with a subcutaneous fat thickness over 6 mm tend to accumulate more intramuscular fat content and are tenderer for consumers’ acceptance. Carcasses with a fat thickness less than 3 mm produce tougher meat.
DOI: 10.6084/m9.figshare.24455155.v2
title: datasets.xlsx

description: This data is based on the effects of warming on the carbon and nitrogen rates and compounds of root exudates and the diversity of bacteria and fungi in bulk and rhizosphere soil.
DOI: 10.57912/24531412.v1
title: data set DATA FILE FINAL MATH IA.xlsx

description: Data file for project on environmental impact and health
DOI: 10.6084/m9.figshare.26312479.v1
title: Moral resilience protects nurses_DATA

description: Moral resilience protects nurses_DATA
DOI: 10.6084/m9.figshare.13020032.v1
title: Discovery and Engineering of Low Work Function Perovskite Materials

description: Dataset of the paper "Discovery and Engineering of Low Work Function Perovskite Materials"
DOI: 10.6084/m9.figshare.19930244.v1
title: TF-C Pretrain HAR

description: - Paper: Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency - Paper link: - Github repo: https://github.com/mims-harvard/TFC-pretraining - Project website: <br> <strong>HAR</strong> contains recordings of 30 health volunteers performing six daily activities such as walking, walking upstaris, walking downstairs, sitting, standing, and laying. The prediction labels are the six activities. The wearable sensors on a smartphone measure triaxial linear acceleration and triaxial angular velocity at 50 Hz. After preprocessing and isolating out gravitational acceleration from body acceleration, there are nine channels in total. To line up the semantic domain with the channels in the dataset use during fine-tuning <strong>Gesture</strong> we only use the three channels of body linear accelerations. <br> <br>
DOI: 10.6084/m9.figshare.28218227.v1
title: E-Commerce Summarization Demo

description: The for https://llmdocs.deepchecks.com/docs/summarization-demo
DOI: 10.6084/m9.figshare.25450468.v2
title: A 28 time-points cropland area change dataset in Northeast China from 1000 to 2020

description: One of the major manifestations of global change is the alteration of natural vegetation landscapes by human reclamation. The dataset contains cropland fraction information at 28 time points from 1000 to 2020 in Northeast China. Before the year 1700, the update cycle was every 100 years; from 1700 to 1900, the update cycle was every 50 years; from 1910 to 1980, the update cycle was every 10 years; while after 1980, the update cycle was every 5 years. 1000 to 1600 corresponds to historical provincial-level administrative districts, while 1700 to 2020 corresponds to modern county-level administrative districts.
DOI: 10.6084/m9.figshare.28368320.v1
title: Supplementary Material for: Additive predictive value of left ventricular end-diastolic volume index to the development of persistent atrial fibrillation in non-obstructive hypertrophic cardiomyopathy

description: Objective To evaluate the association between left ventricular diastolic volume index (LVEDVi) and the risk of persistent or long-standing persistent atrial fibrillation (perAF) in non-obstructive hypertrophic cardiomyopathy (NOHCM) patients.
Methods Forty-nigh NOHCM patients with perAF were selected as the case group (NOHCMAF group). A control group comprised 98 NOHCM patients without atrial fibrillation (AF) history.
Results Compared to the control group, patients in the NOHCMAF group were associated with higher CHA2DS2-VASc score (3.0 ± 1.7 vs 2.2 ± 1.1, p=0.003), higher grade of diastolic dysfunction (II/III) (43.3% vs. 19.4%, p&lt;0.001). Meanwhile, they were associated with a larger left atrial diameter (LAD) (46.8 ± 4.7 vs. 39.3 ± 4.5 mm, p&lt;0.001) and a smaller LVEDVi (63.88 ± 15.07 ml/m² vs. 78.86 ± 12.26 ml/m², p&lt;0.001). Multivariate logistic analysis indicated the independent predictive factor of LVEDVi (OR 0.908, CI 0.861 - 0.957, p&lt;0.001). The multivariable models revealed the additive discrimination for perAF by the LVEDVi with a higher C-statistic of 0.945 in combination with age at diagnosis and LAD. The LVEDVi cutoff for predicting perAF was 71 ml/m².
Conclusions LVEDVi was independently associated with the occurrence of perAF in NOHCM patients, demonstrating an incremental value compared to conventional LA parameters. Increased cardiac rhythm monitoring is recommended for patients with LVEDVi ≤ 71 ml/m².
DOI: 10.6084/m9.figshare.10316360.v1
title: scopus.csv

description: Data retrieved and downloaded from Scopus database..there are 7502 data for present study.
DOI: 10.6084/m9.figshare.12482048.v1
title: Published research on flipped learning 2000-2019

description: This data set shows the number of peer-reviewed published articles from the eric.ed.gov database, with one of the terms "flipped learning", "flipped classroom", or "inverted classroom" in either the title or abstract. The data include works published between 2000 and 2019 inclusively.
DOI: 10.6084/m9.figshare.11868969.v1
title: Timestamp Repair for Business Process Event Logs

description: This zip contains the experimental data and the implementation of the approach discussed in the research article titled:<br>"Timestamp Repair for Business Process Event Logs"R. Conforti, M. La Rosa, A.H.M. ter Hofstede, A. Augusto<br>Precisely, the zip contains:1. the commandline Java application implementing the proposed approach;2. the artificial and real-life data used in the experiments; and3. the experiments results.
DOI: 10.6084/m9.figshare.12644258.v1
title: A novel multi-stage ensemble model with enhanced outlier adaptation for credit scoring

description: Nine datasets from the UC Irvine (UCI) machine learning repository, i.e., the Australian, Japanese, German (Asuncion & Newman, 2007), Taiwan (Yeh & Lien, 2009) and Polish credit datasets (Zięba et al., 2016) were adopted for the current study. The Polish credit datasets contain five datasets distinguished five classification cases that depend on the forecasting period (e.g., the Polish 1, the Polish 2, the Polish 3, the Polish 4 and the Polish 5). AER credit dataset (Greene, 2003), which is a credit card dataset for econometric analysis. Creator dataset, which is published in 2019 by a Chinese digital government services provider named Creator Information Technology Co., Ltd[1]. The Creator dataset contains the property rights, financial statements, and basic company information of 35960 Chinese companies.<br>[1] http://www.chinacreator.com/cn/
DOI: 10.6084/m9.figshare.12159657.v1
title: A new cymbospondylid ichthyosaur (Ichthyosauria) from the Middle Triassic (Anisian) of the Augusta Mountains, Nevada, USA

description: A new taxon, <i>Cymbospondylus duelferi</i> sp. nov., is described from the late Anisian of the Fossil Hill Member of the Favret Formation of the Augusta Mountains, Pershing County, Nevada, USA. The holotype and only specimen consists of a fairly complete skull associated with articulated and disarticulated postcranial material. Body length reconstruction revealed a medium-sized individual with an estimated body length of 4.3 m. Dorsal vertebrae as well as the left humerus of this specimen are associated with three strings of articulated tail and posterior dorsal vertebrae, which are on average 68% smaller than the vertebrae of the medium-sized individual. Due to the small size of these vertebrae and their position within the trunk region, they most likely represent fetuses. <i>Cymbospondylus duelferi</i> sp. nov. provides the second-oldest evidence for viviparity in ichthyosaurs. In the course of this study, the skull morphology of <i>C. petrinus</i> and <i>C. nichollsi</i> was reviewed, resulting in revised character scorings for both. Phylogenetic analyses demonstrate a sister-taxon relationship of the new taxon with <i>C. petrinus</i>, which was found in the same stratigraphic unit, the Fossil Hill Member, that also crops out at the classical Fossil Hill locality in the Humboldt Range, where the member is part of the Prida Formation. <i>Cymbospondylus duelferi</i> sp. nov. shares a very similar skull morphology with <i>C. petrinus</i> and <i>C. nichollsi</i>, whereas the shoulder girdle morphology differs. Because there is no evidence for ontogenetic differences or sexual dimorphism in the new specimen, a third species of <i>Cymbospondylus</i> – neglecting the type species <i>C. piscosus</i> that is only known from five vertebrae – is recognized from the Fossil Hill Member. Further occurrences of the genus in the Lower and Middle Triassic of Svalbard (Boreal Ocean) and Europe (Tethys) point to a very fast radiation and dispersal of cymbospondylids during the Middle Triassic. https://zoobank.org:pub:906F5F32-9090-496D-8FC7-680D25EED5EF
DOI: 10.6084/m9.figshare.1343101.v1
title: List of programs, by country, that promotes the return of Science, Technology, Engineering, and Mathematics (STEM) talent back to their home country.

description: Table 1. List of programs, by country, that promotes the return of Science, Technology, Engineering, and Mathematics (STEM) talent back to their home country. doi:10.1371/journal.pone.0118183.t001
DOI: 10.6084/m9.figshare.748784.v2
title: Article PDF Filesizes

description: A small bit of my thesis. Why are BMC PDFs so significantly larger on average than PLOS or Zootaxa PDFs? data sources: A) 'Zootaxa' the entire set of articles published in the journal Zootaxa from 2001 to 2012 inclusive, consisting of 11563 pdf files downloaded direct from the publisher website : http://mapress.com/zootaxa/ B) 'PLOS' the entire set of articles published across 7 different PLOS journals: PLOS ONE, PLOS Biology, PLOS Computational Biology, PLOS Genetics, PLOS Medicine, PLOS Neglected Tropical Diseases, and PLOS Pathogens from 2003 to 2010-06-04, consisting of 20694 articles obtained via BioTorrents (Langille & Eisen, 2010). C) 'BMC' a subsample of 7948 open access articles containing the stemword 'phylogen*' at least once in the fulltext from the wide range of journals that BioMedCentral publish (the OA subset of this selection of papers: http://www.citeulike.org/user/testtest87)
DOI: 10.6084/m9.figshare.28852529.v1
title: Metadata and raw data for Edgeloe et al. (2025)- Strong genetic differentiation and low genetic diversity in a habitat- forming fucoid seaweed (<i>Cystophora racemosa</i>) across 850 km of its range.

description: Metadata and raw data for publication - Edgeloe, J. M., Starko, S., Pessarrodona, A., Coleman, M. A., Batley, J., Wernberg, T., & Wood, G. V. (2025). Strong genetic differentiation and low genetic diversity in a habitat- forming fucoid seaweed (<i>Cystophora racemosa</i>) across 850 km of its range. Journal of Phycology, 00, 1–19. https://doi.org/10.1111/ jpy.70023
DOI: 10.15468/dl.bepeww
title: Occurrence Download

description: A dataset containing 1132 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 Richardia scabra 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 1132 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013506-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.10490228.v2
title: RNA-seq and ATAC-seq Matrix

description: The emergence of eusociality is one of the major events in evolution. Although several previous studies have investigated the mechanism underlying caste differentiation and social behavior of eusocial insects including ants and honeybees, the molecular circuits governing the sociality of these insects remain obscure. In this study, we profiled the brain transcriptome and chromatin accessibility of all categories of adult castes: queens, males, gynes and workers in Monomorium pharaonis which is a typical caste-dependent eusocial insect. We created a comprehensive dataset including 16 RNA-seq and 16 ATAC-seq profiles from 4 biological replicates. We also demonstrated strong reproducibility of the datasets and identified specific genes and open chromatin regions in the genome that may be associated with caste differentiation. Overall, our data will be a valuable resource for further study of the mechanisms underlying eusocial insect behavior, particularly the role of brain in the control of eusociality.
DOI: 10.6084/m9.figshare.27650352.v4
title: Source_data

description: Electrocatalytic oxygen evolution reaction (OER) is key to several energy technologies but suffers from low activity. Leveraging the lattice oxygen activation mechanism (LOM) is a strategy for boosting its activity. However, this approach faces significant thermodynamic challenges, requiring high-valent oxidation of metal ions without compromising their stability. We reveal that high-entropy alloys (HEAs) can efficiently activate the LOM through synergistic multi-path electron transfer. Specifically, the oxidation of nickel is enhanced by this electron transfer, aided by the integration of weaker Co-O bonds, enabling effective LOM at the Ni-Co dual-site. These insights allow the design of a NiFeCoCrW0.2 HEA that exhibits improved activity, achieving an overpotential of 220 mV at a current density of 10 mA cm-2. It also demonstrates good stability, maintaining the potential with less than 5% variation over 90 days at 100 mA cm-2 current density. This study sheds light on the synergistic effects that confer high activity in HEAs and contribute to the advancement of high-performance OER electrocatalysts.
DOI: 10.6084/m9.figshare.9734105.v3
title: SMSNet's training datasets (WCU-MS-BEST, DeepNovo, ProteomeTools)

description: This is the WCU-MS-BEST dataset of non-redundant MS/MS spectra for 1,217,750 unmodified peptides aggregated from the dataset used to train and evaluated SMSNet (https://pubmed.ncbi.nlm.nih.gov/31591261/). <br>Each row of the file contains raw file ID (this can be used to group spectra from the same experiment), PEP score (from MaxQuant's evidence), peptide sequence (MaxQuant's style), modification (MaxQuant's style), charge state, precursor m/z, retention time, and the observed MS/MS peaks in csv format.<br><br><b>Updated 9 December 2021</b>Due to limited 20GB constraint, we have to remove the DeepNovo and ProteomeTools datasets. Please download these datasets from the original sources listed below:<br>DeepNovo dataset consists of peptides identified through high-resolution MS/MS spectra on Q Exactive instruments as described in the DeepNovo article (Tran <i>et al</i>. PNAS 114:8247-8252, 2017). PRIDE accessions for these experiments are PXD005025, PXD004948, PXD004325, PXD004565,PXD004536, PXD004947, PXD003868, PXD004467, and PXD004424.<br>ProteomeTools dataset consists of synthetic peptides identified through high-resolution MS/MS spectra on Orbitrap Fusion Lumos as described in the ProteomeTools article (Zolg <i>et al</i>. Nat Methods 14:259-262, 2017).
DOI: 10.6084/m9.figshare.16673851.v1
title: Datasets for 'Resolving catastrophic error bursts from cosmic rays in large arrays of superconducting qubits'

description: Datasets supporting the findings in 'Resolving catastrophic error bursts from cosmic rays in large arrays of superconducting qubits'
DOI: 10.6084/m9.figshare.23301569.v2
title: Global distribution pattern of soil phosphorus-cycling microbes under the influence of human activities

description: <br>Supplementary raw data containes 10 supplementary tables:Table S1 Basic information of databases collected from soil environmentTable S2 Available variablesTable S3 Variables with variance inflation factor (VIF) values below 10 Table S6 Values for three composite variables related to human activity for each phosphorus cycling processTable S8 Relative abundance of each phosphorus cycling gene (TPM)Table S9 Identification of phosphorus cycling gene for each metagenome-assembled genome (MAG)Table S10 Variable selected for predicting global maps based on hyperparameter tuningTable S13 Relative abundance of genera for Organic Phosphoester Hydrolysis process (TPM)Table S14 Relative abundance of genera for Inorganic Phosphorus Solubilization process (TPM)Table S15 Relative abundance of genera for Two-component system process (TPM)<br>Other raw data are also uploaded as follows: Source data for P-cycling genes abundance across continentsSource data for P-cycling genes abundance across habitatesSource data for P-cycling processes abundance across continentsSource data for P-cycling processes abundance across habitatesSource data for PDP of genera relative abundancesSource data for PDP of human activate indexesSource data for random forest analysis of P-cycling processSource data for random forest analysis of variablesSource data for structural equation model analysis
DOI: 10.6084/m9.figshare.21861948.v5
title: Data for "Flexible, Model-Agnostic Method for Materials Data Extraction from Text Using General Purpose Language Models"

description: Datasets for the paper entitled "Flexible, Model-Agnostic Method for Materials Data Extraction from Text Using General Purpose Language Models" by Maciej P. Polak, Shrey Modi, Anna Latosinska, Jinming Zhang, Ching-Wen Wang, Shanonan Wang, Ayan Deep Hazra, and Dane Morgan<br><br>MPPolak_BulkModulus_ValidationData.xlsx - a dataset of bulk modulus sentences, positive - containing bulk modulus data, and negative - not contaning data, used for model assessment.<br>MPPolak_BulkModulus_AllTrainData.xlsx - a dataset of bulk modulus sentences, positive - containing bulk modulus data, and negative - not contaning data, used for fine tuning of the model and model assessment.<br>MPPolak_CritCoolRate_Dataset.xlsx - a dataset of critical cooling rates for metallic glasses developed in this paper with the ,ethod presented in the paper, consisting of names of materials, values of critical cooling rates, their units, and DOIs of the source documents.<br><br>MPPolak_DataExtraction_codes.zip - simple example codes necessary to reproduce the results. The provided 'positive' and 'negative' files are a shortened versions of the training data allowing for quick execution and testing. The 'pos' and 'neg' files contain full testing sets. The 'plotting' directory contains data and scripts which allow to reproduce the figures.<br>
DOI: 10.6084/m9.figshare.26039287.v3
title: The climatic niche evolution of South American squamates (Reptilia: Squamata)

description: R codes and datasets to analyze climatic niche evolution in Squamata in South America.
DOI: 10.6084/m9.figshare.21939647.v2
title: NZTD - Functional trait databse

description: Macrobenthic functional trait database
DOI: 10.6084/m9.figshare.24989082.v1
title: Projected impacts of future climate change on the aboveground biomass of seagrasses at global scale

description: The data and codes used in the aboveground biomass models of seagrasses for present-day conditions and future climate change.<br>
DOI: 10.6084/m9.figshare.27161451.v1
title: SCMMIB Register Report Stage 2 processed datasets

description: Processed datasets for SCMMIB (https://github.com/bm2-lab/SCMMI_Benchmark) register report stage 2 study.
DOI: 10.6084/m9.figshare.866773.v2
title: PL-MOOC Semi-structured interview script

description: Interview script to explore SRL behaviour in Massive Open Online Courses.
DOI: 10.6084/m9.figshare.13244243.v1
title: Salivary metatranscriptome for oral cancer diagnostic dataset

description: The dataset provided will enable reproducibility of key findings in the paper.