cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.16691134.v1
title: Supplementary Material for: Femtosecond Laser-Assisted Anterior Lamellar Keratoplasty as a Treatment Modality for Recalcitrant Post-Laser in situ Keratomileusis Epithelial Ingrowth

description: The purpose is to present the outcomes of anterior lamellar keratoplasty for a case of post-laser in situ keratomileusis (LASIK) epithelial ingrowth. A 40-year-old male patient presented with epithelial ingrowth 14 years after primary LASIK with a microkeratome blade in the right eye following trauma. Multiple stromal bed washing was done over a period of 3 years, but recurrence of epithelial ingrowth was seen every time. Femtosecond laser-assisted anterior lamellar keratoplasty was performed in the right eye. Twelve months after the procedure, the patient’s corrected distance visual acuity improved to 6/9, and no recurrence was noted. Femtosecond laser-assisted anterior lamellar keratoplasty is an effective treatment modality in cases of recurrent recalcitrant epithelial ingrowth seen after LASIK.
DOI: 10.6084/m9.figshare.22261639.v1
title: PLS-SEM

description: These data are related to a research on how to use PLS in sports management studies
DOI: 10.15468/dl.ffnczz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Holtbyrnia innesi (Fowler, 1934)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((8.6827 2.71,8.9648 2.8113,8.9648 10.8496,-0.0352 10.8496,-0.0352 5.0957,0.3816 5.278,1.1532 5.3393,1.5603 5.6976,3.8925 5.9309,4.2618 5.8773,4.5416 5.6356,5.1549 4.4105,5.7546 3.8683,6.2396 3.7859,8.2757 4.0386,7.9361 3.4903,8.1439 2.8795,8.6827 2.71))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013377-250525065834625/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.12691913.v1
title: A Mesh-Based Partitioning Algorithm for Decreasing Conservatism in Solving BMI Problems

description: A Mesh-Based Partitioning Algorithm to solve Bilinear Matrix Inequality problems (BMIs) is proposed in the following paper. - H. Javanmardi, M. Dehghani, M. Mohammadi, and M.R. Hesamzadeh, "A Mesh-Based Partitioning Algorithm for Decreasing Conservatism in Solving BMI Problems", Accepted to be published at Optimal Control Applications and methods. The main idea is to divide the solution space of a non-convex BMI problem into smaller parts in the form of simplexes through meshing the space. In each simplex, only the concave part of BMI constraints is approximated by piecewise affine matrix, which eventually leads to a convex sub-problem. After that, the feasible solution can be easily obtained in each simplex through the Linear Matrix Inequality (LMI) optimization. The detailed results of solving output feedback controller design problem in the form of BMI exploiting the novel mesh method is attached.
DOI: 10.6084/m9.figshare.1308506.v3
title: Data from 'The vertical distribution of buoyant plastics at sea: an observational study in the North Atlantic Gyre'

description: This fileset provides data described in:
Reisser, J., Slat, B., Noble, K., du Plessis, K., Epp, M., Proietti, M., de Sonneville, J., Becker, T., and Pattiaratchi, C.: The vertical distribution of buoyant plastics at sea: an observational study in the North Atlantic Gyre, Biogeosciences, 12, 1249-1256, doi:10.5194/bg-12-1249-2015, 2015.
If you have any question/comment, please contact us at jureisser@gmail.com
DOI: 10.6084/m9.figshare.24297427.v1
title: Data for Fig. S1

description: GLS profiles of wild <i>A. thalian</i><i>a</i> NG2 and Woe in the seasons 2021-22 and 2022-23
DOI: 10.17632/b57t9psp65
title: AMC 10 Problems Analysis

description: This is a primary dataset that consists of the 975 problems (39 tests × 25 questions per test) that have been flagged with the key concepts tested. The resulting dataset is comprised of 300 concepts which were sub-grouped under 41 high level topics. These 41 topics then roll under one of the 4 major subject areas in competition mathematics: Algebra, Geometry, Number Theory and Counting-Probability.
DOI: 10.17632/cm3mzj78b6
title: Truck Rollover Crashes Louisiana 2016-2019
DOI: 10.17632/cv6cyfgmcd
title: Geospatial Datasets for Assessing Vulnerability of Bangladesh to Climate Change and Extremes

description: The present dataset provides necessary indicators of the climate change vulnerability of Bangladesh in raster form. Geospatial databases have been created in Geographic Information System (GIS) environment mainly from two types of raw data; socioeconomic data from the Bangladesh Bureau of Statistics (BBS) and biophysical maps from various government and non-government agencies. Socioeconomic data have been transformed into a raster database through the Inverse Distance Weighted (IDW) interpolation method in GIS. On the other hand, biophysical maps have been directly recreated as GIS feature classes and eventually, the biophysical raster database has been produced. 30 socioeconomic indicators have been considered, which has been obtained from the Bangladesh Bureau of Statistics. All socioeconomic data were incorporated into the GIS database to generate maps. However, the units of some variables have been adopted directly from BBS, some have been normalized based on population, and some have been adopted as percentages. 12 biophysical system indicators have also been classiﬁed based on the collected information from different sources and literature. Biophysical maps are mainly classified in relative scales according to the intensity. These geospatial datasets have been analyzed to assess the spatial vulnerability of Bangladesh to climate change and extremes. The analysis has resulted in a climate change vulnerability map of Bangladesh with recognized hotspots, significant vulnerability factors, and adaptation measures to reduce the level of vulnerability.
DOI: 10.17632/dz9vmtdwws
title: Efficacy and safety of crisaborole ointment, 2%, in participants aged ≥45 years with stasis dermatitis

description: Supplementary Data
DOI: 10.17632/j6cv53zz2z
title: Maple software code for study of linear waves interaction with a vertical permeable cylinder of arbitrary cross-section based on perturbation theory

description: Vertical permeable cylinders are interesting structures with broad applications in the marine industry, such as breakwaters, and marine fish farming. This Maple Software code studies linear waves incident to a vertical permeable cylinder with arbitrary cross-section based on the boundary element method and perturbation theory. Considering a near-zero thickness for the permeable media, and using Darcy's law, the governing equation for the wave incident to a porous circular cylinder is derived based on the boundary element method. Then using perturbation theory and considering a small parameter epsilon denoting the variation of cylinder radius from circular ones, the corresponding equations were expanded for non-circular cylinders. The developed method was applied to ellipse-shaped and rectangular cylinders. The wave forces and the wave strength inside the cylinder under a variety of parameters such as wavenumber, and porosity parameter were studied. One application of these research results is a better understanding of the behavior of non-circular aquaculture cages in sea waves.
DOI: 10.17632/pj3824wfpr
title: Experimental Dataset on Ghost Hammering Phenomena in Nonlinear Shell Structures under Stochastic Excitation

description: This dataset supports the experimental investigation presented in the paper "Ghost Hammering in Randomly Excited Nonlinear Dynamical Systems" by Prof. Francesco Pellicano and Prof. Antonio Zippo. The research focuses on the emergence of complex vibrational phenomena in nonlinear shell structures subjected to stochastic excitation. Notably, the dataset captures high-amplitude, irregular spikes—termed Ghost Hammering—that mimic impact-like responses in the absence of any actual external impulses.

These ghost spike events exhibit strong analogies with Extreme Events, Stochastic Resonance, and Spiking Oscillations, as studied in Neuroscience and Physics. The dataset includes time series measurements of structural response variables, such as velocity and acceleration, recorded under well-defined experimental conditions. A detailed description of the experimental setup—including structural configuration, excitation characteristics, sensor placement, and material properties—is provided in the associated paper.

The study demonstrates that traditional linear modeling approaches fail to represent such nonlinear phenomena, whereas nonlinear dynamical models like the van der Pol and FitzHugh–Nagumo oscillators offer more accurate and insightful representations of the system's behavior. This dataset underscores the potential of applying cross-disciplinary stochastic nonlinear models to challenges in Structural Mechanics.
DOI: 10.6084/m9.figshare.12776468.v1
title: VIRdb 2.0: Interactive analysis of comorbidity conditions associated with vitiligo pathogenesis using co-expression network-based approach

description: Appendix-I: Results of the differential expression analysisAppendix-II: Results of the Pearson’s correlation testingAppendix-III: Intersection results of the differential genes.Appendix-IV: Network files of the GGI networks constructed through GeneMania Appendix-V: Results of the gene annotation using BioMart Data Mining tool Appendix-VI: Gene Ontology Enrichment Analysis
DOI: 10.6084/m9.figshare.24486841.v1
title: Vertical displacement time series from GNSS stations in the Po river basin area

description: ASCII files reporting the daily GNSS vertical ground displacement time series, in the Eurasia-fixed reference frame, of continuous stations located in the Po river basin. The time series are obtained by analyzing the raw GPS observations using the GAMIT/GLOBK (version 10.71) software, following the standard procedures of the repro2 IGS reprocessing scheme (http://acc.igs.org/reprocess2.html). This is part of a large processing effort, including&gt;4000 stations in the Euro- Mediterranean and African regions (Serpelloni et al., 2022), where sub-networks, made up of &lt;50 stations dynamically and optimally selected based on daily data availability, are processed independently with GAMIT and later tied together using common sub-net tie sites and IGb14 core stations using the GLOBK software. This time series are used to study the effect of the 2021-2022 drought occurred in Northern Italy. The four columns of the files represent the epoch (in decimal years), the displacement in the Up component (in mm), longitude of the station (°) and latitude of the station (°).
DOI: 10.6084/m9.figshare.25670766.v1
title: <b>ASOCIACIÓN ENTRE LESIONES MUSCULOESQUELÉTICAS Y SEXO EN DEPORTISTAS PERUANOS</b>MATERIAL SUPLEMENTARIO

description: Este material suplementario va de la mano con el artículo realizado en Lima, Perú por estudiantes e investigador de la Universidad Científica del Sur, el cual tiene como título "<b>ASOCIACIÓN ENTRE LESIONES MUSCULOESQUELÉTICAS Y SEXO EN DEPORTISTAS PERUANOS"</b>, asimismo dicho material nos sirve para poder identificar las covariables del estudio y ver los resultados de los diferentes análisis realizados representado por tablas, las cuales van enumeradas en el documento adjunto. En este sentido, invitamos a revisarlo y poder recibir la información ya mencionada.
DOI: 10.6084/m9.figshare.27210126.v1
title: China Aquaculture Ponds

description: Sustainable management of coastal aquaculture ponds could achieve win-win between food and economic benefits and ecological conservation including waterbird. In this study, 5,790 Harmonized Landsat and Sentinel-2 images from July 2021 to June 2022 and 498 Sentinel-1 images from July 2021, August 2021, and June 2022 as supplementary data were collected to calculate multiple water indices.
DOI: 10.6084/m9.figshare.28138616.v3
title: Natural abundance of <sup>15</sup>N across alpine peatland degradation levels

description: Ten sites along a peatland degradation gradient in Zoige were investigated in July 2022. The ten sites were classified into four degradation levels: flooded wetlands (FW), wet meadows (WM), moderately degraded meadows (DM), and severely degraded meadows (SM)moderately degraded meadows (DM), and severely degraded meadows.
DOI: 10.6084/m9.figshare.4794025.v1
title: Hallmarks of Cancer Gene Set Annotation

description: AACR poster presentation on the strategy to annotate genes to the Hallmarks of Cancer. Text file and a gene set .gmt file of the final annotated gene sets are provided.
DOI: 10.17632/5r2sxdtfpy
title: SUCLA2-coupled regulation of GLS succinylation and activity counteracts oxidative stress in tumor cells

description: Original Western blot data in association with MOLECULAR-CELL-D-19-00267R2
DOI: 10.17632/vh3k9y3tdw
title: Radiotherapy-Induced Vitiligo

description: Our purpose was to conduct a systematic review of the patient demographics and clinical characteristics of radiotherapy-induced vitiligo. The EMBASE and PubMed and databases were searched for articles pertaining to vitiligo following radiotherapy. Of the 1,626 total articles screened, 15 met the inclusion criteria (Figure 1). The 2009 Oxford Levels of Evidence criteria was used to determine the quality of evidence presented in the included articles (Supplementary Table 1).
DOI: 10.6084/m9.figshare.3119638.v1
title: Positioning accuracy in otosurgery measured with optical tracking

description: Row measurement data for the publication:<br>Positioning accuracy in otosurgery measured with optical tracking (Plos One, 2016)
DOI: 10.6084/m9.figshare.11894682.v2
title: A novel outlier-adapted multi-stage ensemble model with feature transformation for credit scoring

description: Three datasets are chosen from the UCI machine learning repository in this study, which have been extensively adopted in data-driven researches, including Australian and Japanese datasets (Asuncion & Newman, 2007), and Polish bankruptcy dataset (Zięba et al., 2016). The three datasets contain different numbers of samples and features. Each sample in a credit dataset can be classified into good credit or bad credit. The size of Australian credit dataset is 690, with 307 samples in good credit and 383 in bad, and its feature dimension is 14, with 6 numerical and 8 categorical features. The size of Japanese credit dataset is 690, with 307 samples in good credit and 383 in bad, and its feature dimension is 15, with 6 numerical and 9 categorical features. Similarly, there are 7027 samples in Polish bankruptcy dataset, with 6756 samples in good credit and 271 in bad, and its 64 input features are numerical. All the dimensions of the input features of the three datasets listed in Table 1 do not include the class labels.<br>
DOI: 10.6084/m9.figshare.14746863.v1
title: Additional file 2 of Predicting anticancer hyperfoods with graph convolutional networks

description: Additional file 2 Top predicted anticancer food molecules.
DOI: 10.6084/m9.figshare.21608262.v1
title: Windows Malware Detection Dataset

description: A dataset for Windows Portable Executable Samples with four feature sets. It contains four CSV files, one CSV file per feature set. 1. First feature set (DLLs_Imported.csv file) contains the DLLs imported by each malware family. The first column contains SHA256 values, second column contains the label or family type of the malware while the remaining columns list the names of imported DLLs. 2. Second feature set (API_Functions.csv files) contains the API functions called by these malware alongwith their SHA256 hash values and labels. 3. Third feature set (PE_Header.csv) contains values of 52 fields of PE header. All the fields are labelled in the CSV file. 4. Fourth feature set (PE_Section.csv file) contains 9 field values of 10 different PE sections. All the fields are labelled in the CSV file. <br> Malware Type / family Labels: 0=Benign 1=RedLineStealer 2= Downloader 3=RAT 4=BankingTrojan 5=SnakeKeyLogger 6=Spyware <br>
DOI: 10.6084/m9.figshare.12526526.v1
title: JVASP-24907 to JVASP-25872

description: JARVIS-DFT input/output files
DOI: 10.6084/m9.figshare.5455057.v1
title: Supplementary Material for: Pancreatic Stellate Cell Models for Transcriptional Studies of Desmoplasia-Associated Genes

description: <i>Background:</i> Pancreatic stellate cells are emerging as key players in pathophysiopathological processes underlying the development of pancreatic disease, including pancreatitis and cancer. The cells are scarce in the pancreas making their isolation time and resource use consuming. <i>Methods:</i> Therefore, with the ultimate goal of facilitating mechanistic studies, here we report the isolation, characterization, and immortalization of stellate cell lines from rat and mouse origin. <i>Results:</i> These cell lines display morphological and molecular markers as well as non-tumorigenic characteristics similar to the frequently used hepatic counterparts. In addition, we have tested their robustness as a model for transcriptional regulatory studies. We find that these cells respond well to TGFβ signaling by triggering a distinct cascade of gene expression, some genes overlap with the TGFβ response of LX2 cells. These cells express several key chromatin proteins and epigenetic regulators involved in the regulation of gene expression, including co-repressors such as Sin3A (short-term repression), HP1 (long-term repression), as well as CBP/p300 (activation). Furthermore, these cells are well suited for Gal4-based transcriptional activation and repression assays. <i>Conclusions:</i> The cell model reported here may therefore help fuel investigations in the field of signaling, transcription, and perhaps other studies on similarly exciting cellular processes.
DOI: 10.17632/r8jp373gdj
title: A disproportionality analysis of thromboembolic and cardiovascular adverse event signal strength across various JAK-inhibitors base on the FAERS database. Version4

description: These are the supplementary materials of the manuscript titled "A disproportionality analysis of thromboembolic and cardiovascular adverse event signal strength across various JAK-inhibitors base on the FAERS database."
DOI: 10.17632/y8t8r8hv24
title: Global Skin Disease Burden: A Comparative Study of Dermatologic Disease in Enugu State, Nigeria

description: An atlas of patients seen in the clinic is presented in figures 1-9.
DOI: 10.6084/m9.figshare.22691482.v1
title: Untitled Item

description: The MIDOG++ dataset represents an extension of the data set used in the MIDOG 2021 and 2022 challenges. We provide region of interest images from 503 histological specimens of seven different tumor types with variable morphology: breast carcinoma, lung carcinoma, lymphosarcoma, neuroendocrine tumor, cutaneous mast cell tumor, cutaneous melanoma, and (sub)cutaneous soft tissue sarcoma. The human and canine samples were processed and stained at different human and veterinary pathology laboratories with standard H&E dye and digitized with different digital whole slide image scanners. We provide labels for 11,937 mitotic figures that have been differentiated against 14,351 imposter cells in a blinded consensus by two pathologists and a final decision by a third pathologist for disagreed labels.
DOI: 10.6084/m9.figshare.25962790.v1
title: <b>Data for "Thermal sensitivity of soil microbial carbon use efﬁciency </b><b>across forest biomes"</b>

description: <b>Data for "</b><b>Thermal sensitivity of soil microbial carbon use efﬁciency</b><b> across forest biomes</b>".Fig. 1: Climate-dependency of microbial physiological traits and their thermal sensitivities.Fig. 2: Effects of environmental factors on microbial carbon use efficiency and its thermal sensitivityFig. 3: Drivers of microbial carbon use efficiency and its thermal sensitivityFig. 4: Regulation of microbial carbon use efficiency on soil carbon-climate feedbacks
DOI: 10.6084/m9.figshare.8127134.v1
title: validation.zip

description: These files contain all the required inputs (and outputs) for the validation of the travel times in the global accessibility layers.
DOI: 10.17632/ym4mm9xvhm
title: Mexican dataset of digital mammograms (MEXBreast) with suspicious clusters of microcalcifications

description: MEXBreast is a curated and annotated database of Mexican digital mammograms featuring microcalcification clusters. It includes images with resolutions of 50, 70, and 100 microns. The primary purpose of MEXBreast is to support the training, validation, and testing of deep learning models, particularly Convolutional Neural Networks (CNNs).
DOI: 10.6084/m9.figshare.21901074.v1
title: The China industrial water withdrawal Dataset (CIWW) —a gridded monthly industrial water withdrawal data in China from 1965 to 2020

description: This is a gridded dataset of monthly industrial water withdrawal (IWW) for China, namely, the China industrial water withdrawal dataset (CIWW). The dataset begins in January 1965 and is ongoing (currently up to December 2020) with a temporal resolution of a month and a spatial resolution of 0.1°/0.25°. 
<strong>Version history:</strong>
V1_20230209
<strong>Authors:</strong> Chengcheng Hou (cch@mail.bnu.edu.cn), Yan Li (yanli@bnu.edu.cn).
<strong>Reference: </strong>Hou et al., 2023. High-resolution mapping of China industrial water withdrawal from 1965 to 2020.
DOI: 10.6084/m9.figshare.28916192.v1
title: Supplemental Table S3.docx

description: Supplementary Table3. Sensitivity Analysis: Association between cardiorespiratory fitness and the odd of impaired vascular function reclassified from tertiles to quartiles.
DOI: 10.6084/m9.figshare.5554603.v1
title: Experiment HaLT-SubjectG-160301-6States

description: Experiment in which subject performed 6 imageries of left and right hand motion, left and right leg motion, tongue motion, and a passive state.