cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26389069.v3
title: BEHSOF: Advanced Non-alcoholic fatty liver dataset with clinical metadata and ultrasound images for Deep learning Models

description: The liver is regarded as one of the essential organs in the body, playing a crucial role in digestion, nutrient absorption, and food processing. This indispensable organ is tasked with cleansing the blood that flows from the digestive tract. Additionally, the liver detoxifies harmful substances and metabolizes various medications. A key function of this organ involves intricate metabolic processes that transform food into energy. However, the liver's heightened sensitivity makes it susceptible to a variety of common ailments, underscoring the need for careful attention to its health.Among liver diseases, fatty liver stands out as the most prevalent, characterized by the buildup of fat within liver cells. This condition is particularly common among individuals who are overweight or have abdominal obesity. Specifically, non-alcoholic fatty liver disease (NAFLD) refers to the excessive fat accumulation in liver cells, a condition known as steatosis. Various diagnostic techniques have been developed for this disease, each offering distinct advantages and drawbacks. Ultrasound imaging has gained popularity due to its accessibility, non-invasive nature, and affordability. One of the approaches utilized in this diagnostic process is the employment of deep learning models. Sporadic studies have been conducted to leverage the available data in diagnosing the degree of non-alcoholic fatty liver disease, and given the significance of the issue, this body of research is continually expanding. Developing robust model training and conducting comprehensive analyses necessitates access to a diverse and comprehensive data repository that can be leveraged for training and validating the proposed models. To this end, we present the BEHSOF dataset, which comprises a collection of samples gathered with varying degrees of non-alcoholic fatty liver disease. Specifically, this data bank consists of ultrasound images from a population of 113 individuals under study, along with the corresponding labels for the levels of steatosis and fibrosis. In addition to the ultrasound images, the data bank provides clinical information, blood test results, and Fibroscan outcomes for the participants, which serve as reference data for fibrosis assessment. Finally, we showcase the results of two deep learning models as examples for training and testing the introduced data set.The ultrasound images have been categorized into two distinct groups based on the diagnostic findings and labeling conventions. Each file within these categories is further distinguished by the location of the medical facility (Taleghani Hospital (TAL) or Behbood Clinic (BEH)), the row number, and the order of grading (steatosis score by expert, steatosis score by CAPscore, fibrosis score by the rate of Elasticity) (TALXXXXX, BEHXXXXX).
DOI: 10.6084/m9.figshare.26484841.v1
title: Scale-dependent cloud enhancement from land restoration in West African drylands

description: This folder contains scripts and data corresponding to the manuscript: 'Scale-dependent cloud enhancement from land restoration in West African drylands' by Jessica Ruijsch, Christopher M. Taylor, Ronald W.A. Hutjes and Adriaan J. Teuling.The .ipynb files contain Jupyter notebook files for the calculation of the HRV cloud mask (1_calculate_HRV_cloud_mask.ipynb), downloading flux files (2_downloadMSG-Fluxes.ipynb) and the data analysis (3_figures_manuscript_v3.ipynb). The calculations done in Google Earth Engine are available at (4_earthEngineAnalysis.js).exampleFolder.zip includes the folder structure needed for the above calculations.
DOI: 10.6084/m9.figshare.4930094.v6
title: Bibliography for newcomers to translation & interpreting studies: 2023 edition

description: This is a bibliography for newcomers to translation and interpreting studies, and covers general introductions and reference works. We will update this bibliography approximately once a year.<br><br>Major changes in the 2023 edition: we added more works/new editions
DOI: 10.17632/9h4jgrz3nn
title: Sample Instagram presidential campaign in Colombia 2022

description: (English) Code book, most relevant quantitative results of the content analysis and matrix with the sample used for the investigation (373 Instagram posts) of the candidates Gustavo Petro and Rodolfo Hernández. This represents 33.2% of the total publications made during the campaign by both candidates. The chosen publications turn out to be the ones with the greatest impact (engagement) in terms of Likes and Comments.

(Spanish) Libro de códigos, resultados cuantitativos más relevantes del análisis de contenido y matriz con la muestra usada para la investigación (373 publicaciones de Instagram) de los candidatos Gustavo Petro y Rodolfo Hernández. Esto representa el 33,2% del total de las publicaciones realizadas en campaña por ambos candidatos. Las publicaciones elegidas resultan ser las de mayor impacto en términos de Me Gusta y Comentarios.
DOI: 10.6084/m9.figshare.22495942.v1
title: AirBnB prod data

description: <em>The New York City Airbnb 2019 Open Data is a dataset containing varius details about a listed unit, when the goal</em><br> <em>is to predict the rental price of a unit.</em><br> <br> <em>This dataset contains the details for units listed in NYC during 2019, was adapted from the following open kaggle</em><br> <em>dataset: https://www.kaggle.com/datasets/dgomonov/new-york-city-airbnb-open-data. This, in turn was downloaded from</em><br> <em>the Airbnb data repository http://insideairbnb.com/get-the-data.</em><br> <br> <em>This dataset is licensed under the CC0 1.0 Universal License (https://creativecommons.org/publicdomain/zero/1.0/).</em><br> <br> <em>The typical ML task in this dataset is to build a model that predicts the average rental price of a unit.</em>
DOI: 10.6084/m9.figshare.23513964.v1
title: Data.sav

description: With the popularity of mobile Internet devices, the incidence of mobile phone addiction has been increasing, which has aroused the concern of all sectors of society. Due to the difficulty of eliminating the risk factors of mobile phone addiction, it’s significant for researchers to examine the function and underlying mechanisms of positive environmental factors in reducing individuals’ mobile phone addiction. Thus, the current study aimed to examine the relationship between family cohesion and adaptability and mobile phone addiction among university students and analyzed the mediating role of automatic thoughts as well as the moderating role of peer attachment in this link. The sample consisted of 958 Chinese university students. Participants completed self-report questionnaires assessing family cohesion and adaptability, mobile phone addiction, automatic thoughts, and peer attachment. PROCESS model 8 was significant (the total effect model (<em>F </em>(5, 952) = 19.64, <em>R</em>2 = 0.09,<em> p </em>&lt; 0.001)). Results indicated that family cohesion and adaptability could not only negatively predict mobile phone addiction directly, but also indirectly through the mediating effect of automatic thoughts. Moreover, both the direct association between family cohesion and adaptability and mobile phone addiction as well as the indirect effect of automatic thoughts were moderated by peer attachment. Findings emphasized the beneficial role of peer attachment on the effect of family cohesion and adaptability on automatic thoughts and mobile phone addiction.
DOI: 10.6084/m9.figshare.24539917.v1
title: Cumulative incidence data

description: De-identified, minimal, aggregated dataset from TriNetX used to plot cumulative incidence of tramadol prescription
DOI: 10.6084/m9.figshare.5125159.v1
title: Supplementary Material for: The Influence of Aspirin on Release of Eoxin C4, Leukotriene C4 and 15-HETE, in Eosinophilic Granulocytes Isolated from Patients with Asthma

description: <b><i>Background:</i></b> The effect of aspirin on the release of key arachidonic acid metabolites in activated eosinophils from subjects with aspirin-intolerant asthma (AIA) has not been investigated previously, despite the characteristic eosinophilia in AIA. <b><i>Methods:</i></b> Peripheral blood eosinophils were isolated from four groups of subjects: healthy volunteers (HV; n = 8), mild asthma (MA; n = 8), severe asthma (SA; n = 9) and AIA (n = 7). In the absence or presence of lysine-aspirin, eosinophils were stimulated with arachidonic acid or calcium ionophore to trigger the 15-lipoxygenase-1 (15-LO) and 5-lipoxygenase (5-LO) pathways, respectively. 15(S)-hydroxy-eicosatetraenoic acid (15-HETE) and eoxin C<sub>4</sub> (EXC<sub>4</sub>) were measured as 15-LO products and leukotriene (LT)C<sub>4</sub> as a product of the 5-LO pathway. <b><i>Results:</i></b> Activated eosinophils from patients with SA and AIA produced approximately five times more 15-HETE than eosinophils from HV or MA patients. In the presence of lysine-aspirin, eosinophils from AIA, MA and SA patients generated higher levels of 15-HETE than in the absence of lysine-aspirin. Furthermore, in the presence of lysine-aspirin, formation of EXC<sub>4</sub> was also significantly increased in eosinophils from AIA patients, and LTC<sub>4</sub> synthesis was increased both in AIA and SA patients. <b><i>Conclusions:</i></b> Taken together, this study shows an increased release of the recently discovered lipid mediator EXC<sub>4</sub>, as well as the main indicator of 15-LO activity, 15-HETE, in activated eosinophils from severe and aspirin-intolerant asthmatics, and also elevated EXC<sub>4</sub> and LTC<sub>4</sub> formation in eosinophils from AIA patients after cellular activation in the presence of lysine-aspirin. The findings support a pathophysiological role of the 15-LO pathway in SA and AIA.
DOI: 10.6084/m9.figshare.12579110.v1
title: JVASP-68963 to JVASP-69852

description: JARVIS-DFT input/output files
DOI: 10.6084/m9.figshare.14632896.v1
title: UCH sub data.zip

description: The study was conducted among the patients (using their files) treated in a psychiatry facility of a teaching hospital (University College Hospital, Ibadan), this is a psychiatric facility, located in Ibadan, in the south western state of Oyo, Nigeria. The study is a retrospective study of the 6 years’ details given in the case notes based on the hospitalized approach to patient care. The Substance Abuse unit of the Psychiatric department of the University College Hospital is a modified short stay facility of about maximum of 3 months of rehabilitation (although the duration varies essentially on patient peculiarities), the admissions to this facility is usually by family/concerned ones, referrals and walk in(rarely). There were some basic questions considered which are in two broad areas Patient related and Substance use disorders treatment related including: what is the general prevalence of substance abusers (problematic users), is there a disproportionate gender imbalance for substance users and abusers, what is the commoner age of onset of substance use, marital status, highest level of education, no of admissions, religion, presence or not of insight into the problem, pattern of abuse, comorbid mental illness, average hospital stay, problem areas, referral to other mental health practitioners, follow up.
DOI: 10.17632/bnz8xv9s6v
title: Risk- Taking

description: adolescents' Risk-Taking
DOI: 10.17632/h8hch3hs9p
title: Flame simulations with an open-source code

description: Flame simulations are used to gain insight into combustion physics and to design combustion systems such as piston engines, gas–turbine engines, and process heaters. In these simulations, the balance between reaction and molecular mixing plays a key role. To model molecular mixing, using a full multicomponent approach leads to high accuracy at the expense of a hefty computational cost. Thus, the use of a mixture-averaged model is usually preferred. Hence, this paper presents and tests a new OpenFOAM®-based code that incorporates a detailed, mixture-averaged approach for calculating transport properties in reacting flows, and provides a capability to solve either fully-compressible or low-Mach-number governing equations. The code is made readily available on GitHub and is written completely in OpenFOAM®’s native code framework, making it highly portable and easy to maintain, enhance, and extend. It is tested by modeling two laminar flames, and two turbulent flames undergoing extinction and reignition. Overall, predictions with the present code are seen to be in good agreement with experimental and direct-numerical-simulation data.
DOI: 10.17632/n9d28wvph2
title: Zotero Publication Dataset (2007-2019)

description: The zotero reseach & publication dataset, which was indexed by Scopus from 2007 to 2019. The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.6084/m9.figshare.14442029.v1
title: Local ecological knowledge regarding flagship species in Golfo Dulce, Costa Rica

description: Dataset descriptions and collection methods summary in README.
DOI: 10.6084/m9.figshare.19236876.v2
title: E-TCN dataset

description: Dataset for E-TCN
DOI: 10.60893/figshare.apl.28796651.v1
title: SI data

description: fig S1 to S7
DOI: 10.17632/dn9nyvb4pk
title: Data for: 3277171

description: This core research paper analyses 260 orientations of datable mosques from the Turkish period (Seljuk to Ottoman). In a neutral research environment, it validates space archaeology for the application in mosque analysis of early Islam. It aims at identifying the thought process of determining qibla orientations by Turks. The collateral findings are significant: it turns out that the majority of Turkish mosques appear to constitute Monuments of Jihad. They are oriented toward battlefields. Mosque orientations open up an entirely new paradigm for scientifically reproducible core research in Islamic architecture.
DOI: 10.17632/vw5ys9hfxw
title: CQ100: A High-Quality Image Dataset for Color Quantization Research

description: CQ100 is a diverse and high-quality dataset of color images that can be used to develop, test, and compare color quantization algorithms. The dataset can also be used in other color image processing tasks, including filtering and segmentation.

If you find CQ100 useful, please cite the following publication:
M. E. Celebi and M. L. Perez-Delgado, “CQ100: A High-Quality Image Dataset for Color Quantization Research,” Journal of Electronic Imaging, vol. 32, no. 3, 033019, 2023.

You may download the above publication free of charge from:
https://www.spiedigitallibrary.org/journals/journal-of-electronic-imaging/volume-32/issue-3/033019/cq100--a-high-quality-image-dataset-for-color-quantization/10.1117/1.JEI.32.3.033019.full?SSO=1
DOI: 10.6084/m9.figshare.12021348.v1
title: ELMv1 outputs for global scale evaluation

description: This file includes model outputs from global ELM v1 offline simulations that are used in the global v1 offline manuscript.
DOI: 10.6084/m9.figshare.21332958.v2
title: Authentic Leadership and Innovative Work Behavior through Organizational Culture: A Study in Indonesian State-Owned Enterprises

description: Authentic Leadership and Innovative Work Behavior through Organizational Culture: A Study in Indonesian State-Owned Enterprises
DOI: 10.17632/4p6sg923my
title: Data for: WTO Membership and Corruption
DOI: 10.17632/hj59sxn9zx
title: Violence Against Women in The Philippines Based On The Ecological Framework

description: This article is the result of a collaborative research effort with my student, who also serves as my research assistant on gender issues. Her focus is on gender issues in the ASEAN region. The gender issues related to equality and the protection of women in the ASEAN Region are still in a delicate state. Therefore, it is crucial that we continue to investigate these issues from their roots until we find a viable solution. Our research, which includes a case study from the Philippines, was conducted using a theoretical ecological framework. The data findings from our research shed light on the ecological factors at play in these gender issues.
DOI: 10.6084/m9.figshare.26067475.v1
title: An ultrasonography of thyroid nodules dataset with pathological diagnosis annotation for deep learning

description: The dataset consists of two batches: the first batch includes 6,005 thyroid images from 605 patients, and the second batch contains 1,978 thyroid images from 242 patients. The training dataset comprises 605 patients, of which 220 are benign and 385 are malignant, as indicated by histological reports.
DOI: 10.6084/m9.figshare.28828808.v3
title: Año Sabático

description: Estos archivos dan soporte al proyecto de año sabático. Se anexa lo siguiente:Los modelos de ecuaciones estructurales que se manejarán.La base de datos con 411 respuestas.La bibliografía completaLa encuesta que se está aplicandoConvenio de colaboración UACJ-UABCContrato para el libro Handbook of Industrial Engineering con CRC PRESS.Contrato para el libro Manufacturing Process Validation con CRC PRES.Proyecto con información más amplia
DOI: 10.6084/m9.figshare.3543893.v1
title: Supplement 1. R package for performing indicator species analyses.

description: File List indicspecies_1.2_source.tar.gz - R package source code and help files<br> indicspecies_1.2_mac.tar.gz - Compiled package for Mac<br> indicspecies_1.2_win.zip - Compiled package for Windows<br> Description We provide the source code and the compiled code (for Mac and Windows platforms) of an R package called indicspecies. This package provides a set of functions to assess the strength of species site group associations. It is also possible to check the statistical significance of such associations. Use function strassoc for assessing strength of associations and generating bootstrap confidence intervals, and function signassoc to assess the statistical significance of the associations. A much more complete function is multipatt.
DOI: 10.6084/m9.figshare.6126959.v1
title: Supplementary Material for: Integrative Bioinformatics Analysis Provides Insight into the Molecular Mechanisms of Chronic Kidney Disease

description: <b><i>Background/Aims:</i></b> Chronic kidney disease (CKD) is a worldwide public health problem. Regardless of the underlying primary disease, CKD tends to progress to end-stage kidney disease, resulting in unsatisfactory and costly treatment. Its common pathogenesis, however, remains unclear. The aim of this study was to provide an unbiased catalog of common gene-expression changes of CKD and reveal the underlying molecular mechanism using an integrative bioinformatics approach. <b><i>Methods:</i></b> We systematically collected over 250 Affymetrix microarray datasets from the glomerular and tubulointerstitial compartments of healthy renal tissues and those with various types of established CKD (diabetic kidney disease, hypertensive nephropathy, and glomerular nephropathy). Then, using stringent bioinformatics analysis, shared differentially expressed genes (DEGs) of CKD were obtained. These shared DEGs were further analyzed by the gene ontology (GO) and pathway enrichment analysis. Finally, the protein-protein interaction networks(PINs) were constructed to further refine our results. <b><i>Results:</i></b> Our analysis identified 176 and 50 shared DEGs in diseased glomeruli and tubules, respectively, including many transcripts that have not been previously reported to be involved in kidney disease. Enrichment analysis also showed that the glomerular and tubulointerstitial compartments underwent a wide range of unique pathological changes during chronic injury. As revealed by the GO enrichment analysis, shared DEGs in glomeruli were significantly enriched in exosomes. By constructing PINs, we identified several hub genes (e.g. OAS1, JUN, and FOS) and clusters that might play key roles in regulating the development of CKD. <b><i>Conclusion:</i></b> Our study not only further reveals the unifying molecular mechanism of CKD pathogenesis but also provides a valuable resource of potential biomarkers and therapeutic targets.
DOI: 10.17632/5gkv4k4gzb
title: weather files

description: Weather files of Guangzhou and Yangjiang
DOI: 10.17632/x5ydnhzt4b
title: Anesthesia for Urological Surgery

description: Anesthesiology in Urological procedures.
DOI: 10.6084/m9.figshare.22691098.v2
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: 10.17632/39ndcfg3v8
title: Take a closer look: Advantages and disadvantages of tridimensional traceological analysis of use wear on bone retouchers

description: Bone retouchers are part of the human toolkit since the Lower Palaeolithic. These tools are essential to the understanding of lithic technology and raw materials exploitation in both Neanderthal and Sapiens cultural complexes. They are also considered to be among the first bone tools ever made. On account of their great morphological variability and the lack of any standardised shaping, bone retouchers are often classified as expediential tools rather than a true bone industry. The present work proposes a new approach to the traceological study of bone retouchers through the application of tridimensional digital microscopy. The results show several advantages in the identification and description of the retouch-induced use wear. The comparison with the currently applied methodology suggests the need to rethink the whole approach to this bone industry. By means of a more in-depth traceological and technological study procedure, bone retouchers can potentially play a crucial role in understanding the subsistence strategies of human groups throughout Lower, Middle and Upper Palaeolithic.
DOI: 10.6084/m9.figshare.19559662.v1
title: Data_Herbal Use.xlsx

description: A cross-sectional community-based online study involving 1,621 participants was conducted to explore the effects of magical health beliefs, holistic health belief, knowledge, and pro-CAM attitude on herbal medicine use in the Indonesian population.