cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25917340.v1
title: COVID-Pneumonia Detection: Expert-Selected X-ray Dataset (COVIDx-CXR)

description: This dataset is a selection of the most relevant X-rays from the COVIDx-CXR version 8 database, representing three classes: COVID, PNEUMONIA, and NORMAL. The database contains 3,225 frontal chest radiographs with a balanced distribution of the three classes. The data was divided into training and test subsets, with 2,884 (89%) radiographs assigned to the training phase and 341 (11%) to the test phase.The chest radiographs were selected, and the annotations were verified by a radiologist to improve the selection criteria and database quality. The radiographs represent all stages of the diseases, from moderate to critical lesions, and include patients of different ages. This diversity was included to create a comprehensive database that accurately represents the general population and enhances the model's capability for generalization.COVIDx-CXR version 8 is one of the largest public databases developed as part of COVID-Net, a global open-source initiative dedicated to accelerating advances in machine learning to assist frontline healthcare workers in the fight against the pandemic Link : https://www.kaggle.com/datasets/andyczhao/covidx-cxr2?select=train.txtIt is constructed by combining various datasets from different sources :<br>https://bimcv.cipf.es/bimcv-projects/bimcv-covid19/#1590858128006-9e640421-6711<br>https://github.com/ml-workgroup/covid-19-image-repository/tree/master/png<br>https://sirm.org/category/senza-categoria/covid-19/<br>https://eurorad.org<br>https://github.com/ieee8023/covid-chestxray-dataset<br>https://figshare.com/articles/COVID-19_Chest_X-Ray_Image_Repository/12580328<br>https://github.com/armiro/COVID-CXNet<br>https://www.kaggle.com/c/rsna-pneumonia-detection-challenge/data<br>https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia<br>
DOI: 10.6084/m9.figshare.27288630.v1
title: MethylTree: High-resolution, noninvasive single-cell lineage tracing in mice and humans based on DNA methylation epimutations

description: In vivo lineage tracing holds great potential to reveal fundamental principles of tissue development and homeostasis. However, current lineage tracing in humans relies on extremely rare somatic mutations, which has limited temporal resolution and lineage accuracy. Here, we developed a generic lineage tracing tool based on frequent epimutations on DNA methylation, enabled by our new computational method MethylTree. Using both in-house and public single-cell genome-wide DNA methylation datasets with known lineage labels, MethylTree reconstructed lineage histories at nearly 100% accuracy across different cell types, developmental stages, and species. We demonstrated the epimutation-based single-cell multi-omic lineage tracing in mouse and human blood, where MethylTree recapitulated the differentiation hierarchy in hematopoiesis. Applying MethylTree to human embryos, we resolved cell division histories at an unprecedented temporal resolution and revealed early fate commitment at the four-cell stage for the first time. In native mouse blood, we identified previously unknown ~250 clones of hematopoietic stem cells. MethylTree opens the door for high-resolution, noninvasive, and multi-omic lineage tracing in humans and beyond.
DOI: 10.17632/m6vxxtrsr7
title: Data for: On the Role of Interaction Mode and Story Structure in Virtual Reality Serious Games

description: The effect of freely exploring the environment (interaction mode) and an explicit story structure has on learning and experience (presence, engagement and cognitive interest) in an Educational Environmental Narrative game.
DOI: 10.6084/m9.figshare.8293310.v1
title: vPressure.m from Nectar, humidity, honey bees (<i>Apis mellifera</i>) and varroa in summer: a theoretical thermofluid analysis of the fate of water vapour from honey ripening and its implications on the control of <i>Varroa destructor</i>

description: This theoretical thermofluid analysis investigates the relationships between honey production rate, nectar concentration and the parameters of entrance size, nest thermal conductance, brood nest humidity and the temperatures needed for nectar to honey conversion. It quantifies and shows that nest humidity is positively related to the amount, and water content of the nectar being desiccated into honey and negatively with respect to nest thermal conductance and entrance size. It is highly likely that honeybees, in temperate climates and in their natural home, with much smaller thermal conductance and entrance, can achieve higher humidities more easily and more frequently than in man-made hives. As a consequence, it is possible that <i>Varroa destructor</i>, a parasite implicated in the spread of pathogenic viruses and colony collapse, which loses fecundity at absolute humidities of 4.3 kPa (approx. 30 gm<sup>−3</sup>) and above, is impacted by the more frequent occurrence of higher humidities in these low conductance, small entrance nests. This study provides the theoretical basis for new avenues of research into the control of varroa, via the modification of beekeeping practices to help maintain higher hive humidities.
DOI: 10.17632/285z5vbwv8
title: NCMS_child_outcomes

description: This is Supplementary Data Replication for the paper "Early Childhood Exposure to Health Insurance and Adolescent Outcomes: Evidence from Rural China".
DOI: 10.17632/m45vcmndvc
title: Brazilian Urban Mobility Image Dataset

description: The Brazilian Urban Mobility Image Dataset comprises 1000 JPEG images of Brazilian urban roadways. The image corpus encompasses scenes from four geographically distinct urban centers: Manaus (State of Amazonas), Barueri (State of São Paulo), Chapada (State of Mato Grosso), and Porto Velho (State of Rondônia). This dataset incorporates a total of 6932 annotations, categorized into four classes of objects prevalent in Brazilian urban traffic: passenger cars, motorcycles, buses, and a generalized "vehicle" class (including trucks, vans, ambulances, and similar). Annotations were performed using the Labelbox platform through the application of bounding boxes. The collected dataset was partitioned into three subsets: a training set comprising 60% of the data, a validation set containing 10%, and a test set accounting for the remaining 30%. Object annotations are provided in text files according to the YOLOv11 format.
DOI: 10.25440/smu.28720241.v1
title: Data from - Exploring the Trust Paradox: Adoption Dynamics of Family Trusts Among Chinese High-Net-Worth Individuals

description: This research explores the adoption dynamics of family trusts among Chinese High-Net-Worth Individuals (HNWIs), focusing on the key barriers and facilitating factors. Despite the formal recognition of family trusts in China under its Trust Law (2001), the adoption rate remains low. This paradox is addressed through a comparative study between Chinese HNWIs in China and those in Canada, examining the impact of legal, regulatory, and cultural factors on adoption rates. By employing a two-stage quantitative approach, the research develops a Trust Adoption Model that incorporates factors like perceived benefits, professional trust, complexity, and regulatory transparency. The study identifies significant barriers in mainland China, including skepticism toward professional trust services and regulatory uncertainty, which contrasts with the more mature Canadian trust market. Key findings reveal that professional trust and perceived benefits are critical adoption drivers, while socio-cultural resistance and complexity may hinder full adoption. The research also emphasizes the importance of regulatory clarity and product availability to foster trust adoption. This study contributes both theoretically by extending innovation adoption models and practically by offering actionable insights for wealth management professionals to increase trust adoption among Chinese HNWIs.
DOI: 10.6084/m9.figshare.1297884.v1
title: statistics of experiment 2

description: statistical analysis of experiment 2
DOI: 10.6084/m9.figshare.2059806.v1
title: Nanoscale Bombs

description: An explosion is a quick release of a significant amount of energy from a spontaneous chemical reaction. The liberated energy is expelled in all directions, provides yellow to red flames, and forms various gases, e.g., carbon monoxide, carbon dioxide, and molecular nitrogen, containing double and triple covalent bonds. The explosion reaction, once initiated, is simultaneously driven by large exothermic and positive entropy changes.This paper formulates a concept of nanoscale explosives. An example of an explosive functionalized fullerene is provided.<br>
DOI: 10.6084/m9.figshare.21791843.v1
title: Pasteurella_spp_cgMLST_scheme_v1.zip

description: chewBBACA-generated first version of a cgMLST scheme for <em>Pasteurella multocida </em>and related Pasteurella sp., based on 681 markers. Folder contains the gene list, sequences and other files to directly use it with chewBBACA version 2.8.5.
DOI: 10.6084/m9.figshare.28553237.v1
title: Apis mellifera - appetitive olfactory conditioning

description: Results obtained after performing appetitive olfactory conditioning with bees in different conditions
DOI: 10.6084/m9.figshare.28652720.v1
title: Data of Ixodes ricinus, Ixodes persulcatus and Dermacentor reticulatus distribution and tick-borne pathogen detection in ticks, Latvia, 2017-2019

description: In total, 4593 Ixodes ricinus, Ixodes persulcatus and Dermacentor reticulatus samples were collected during 227 tick collection events at 189 sites located throughout the territory of Latvia, a Baltic state in northern Europe. Ticks were collected from ground vegetation by flagging during the tick activity period (March, April, May, June and September) during 2017–2019. Tick samples were individually tested by PCR-based methods, 15 tick-borne pathogens were detected: TBEV; Babesia canis; Ba. microti; Ba. venatorum; Ba. capreoli; Anaplasma phagocytophilum; Rickettsia helvetica; R. monacensis; R. raoultii; Borrelia miyamotoi; Bo. afzelii; Bo. burgdorferi (s.s.); Bo. garinii; Bo. lusitaniae; and Bo. valaisiana. Here, we present data on the geolocation, collection date, tick species and stage, as well as presence/absence of each of the pathogen tested in individual ticks.
DOI: 10.6084/m9.figshare.6205118.v1
title: Cancer Dependency Map, CRISPR Avana dataset 18Q2 (Avana_public_18Q2)

description: Avana_public_18Q2 contains the results of screening 436 cancer cell lines with the Avana CRISPR-Cas9 genome-scale knockout library generated as part of the Broad Institute's Cancer Dependency Map project.<br>As our screening efforts continue, we will be releasing additional cancer dependency data on a quarterly basis for unrestricted use. For the latest datasets available, further analyses, and to subscribe to our mailing list visit https://depmap.org.<br>Descriptions of the experimental methods and the CERES algorithm are published in http://dx.doi.org/10.1038/ng.3984. Some cell lines were processed using copy number data based on the Sanger Institute whole exome sequencing data (COSMIC: http://cancer.sanger.ac.uk/cell_lines, EGA accession number: EGAD00001001039) reprocessed using CCLE pipelines. <br>Avana_public_18Q2 includes the results of 46 lines not previously made public, while the previously published line HS294T has been dropped for fingerprinting failure. <br>
DOI: 10.17632/w6bwg9zgtg
title: Effects of therapeutic exercise on physical performance and activity levels in patients undergoing hemodialysis

description: This dataset belongs to a randomized controlled trial were a therapeutic exercise program was implemented both during dialysis or at home, on patients with End-Stage Renal Disease undergoing hemodialysis.

Several outcomes were assessed, including: (1) Physical tests through the Short Performance Physical Battery Test or SPPB, (2) Lower limb muscle function assessed through the Sit-to stand-to sit 10 and 60 tests or STS-10 and STS-60, (3) Functional capacity assessed through the 6-Minute Walking Test or 6MWT, (4) Grip strength assessed through handheld dynamometry, (5) Strength and resistance of the triceps surae assessed through the One-Leg Heel Rise or OLHR, (6) Balance assessed through the One-Leg Standing Test or OLST, (7) Physical activity levels assessed through the Physical Activity Scale for the Elderly or PASE, and (8) Health-related quality of life assessed through the Survey Short-Form 36 or SF-36.

Effects over time showed significant changes in physical performance and activity levels for both groups. Significant improvements were found in SPPB, OLHR, 6MWT, PASE and SF-36. Non-significant improvements were found in the remaining outcomes. No differences were found between groups, evidencing that either modality is effective.
DOI: 10.6084/m9.figshare.20496234.v1
title: BCG dataset

description: BCG dataset: The bed based ballistocardiography dataset collected and shared by Carlson et al. [3]. Both ABP and PPG signals were recorded from 40 subjects, with one record per subject. The original sampling rate of the signals is 1000 Hz. We resampled them at 125 Hz to be consistent with the previous data sets. Then, we multiplied the ABP signals by a factor of 100 since they are scaled at 100 mmHg/volt in the downloaded dataset. After preprocessing, there are 2559 segments left, which is around 4 hours of recording. To sum up, the BCG dataset is a small to medium-sized set with less data variation given its low number of subjects; its remarkably high ratio of segments per subject (63.97); and a narrower BP distribution. We applied a 5-fold CV to partition the data. [3] Carlson, C. et al. Bed-based ballistocardiography dataset (2020). IEEE Dataport https://dx.doi.org/10.21227/77hc-py84.
DOI: 10.6084/m9.figshare.22682320.v2
title: Data Collection (Responses).xlsx

description: The file comprises of the raw data set as obtained from administering Emotional Labor Scale (Curbow & Spratt), Oldenburg Burnout Inventory (Demerouti et al) and Survey of Perceived Organisational Support (Eisenberger) on a sample of 101 school teachers in Mangaluru, Karnataka, India during the time period of June, 2022- September, 2022.
DOI: 10.6084/m9.figshare.6553514.v2
title: Startin et al KBIT-2 and BPVS3 in DS data

description: Dataset of KBIT-2 verbal and BPVS3 data collected from adults with Down syndrome
DOI: 10.17632/tkgrvfsjwh
title: IMPACT OF CORPORATE SOCIAL RESPONSIBILITY ON FINANCIAL PERFORMANCE OF NON-BANKING FINANCIAL COMPANIES : AN EVIDENCE FROM INDIA

description: Corporate social responsibility (CSR) refers to a company’s duty to engage in business in a way that supports social welfare initiatives in addition to its primary goal of generating profits. There is a perception that financial success and social responsibility are at odds with one another. Interesting though it may seem, they work best together. The current study examines CSR in Indian NBFCs. In this study, the impact of CSR on Indian NBFCs’ financial performance as well as the relationship between corporate social responsibility and financial performance are  explored. The current study discovered that only CSR expenditure and CSR activities have a correlation with Profit
After Tax and Return on Assets, whereas Return on Equity and Return On Capital Employed only have a relationship with CSR expenditure. Also, the analysis discovered that CSR Expense in terms of PAT, ROA, ROE, and ROCE is the only CSR variable that has had an impact on financial performance.
DOI: 10.6084/m9.figshare.17074797.v1
title: α phase growth and branching in titanium alloys

description: The morphology and spatial distribution of alpha (α) precipitates have been mapped as a function of Mo content in Ti-Mo binary alloys employing a combinatorial approach. Heat-treatments were carried out on compositionally graded Ti-<i>x</i>Mo samples processed using a rapid throughput laser engineered net shape (LENS) process. The composition space spans 1.5 at% to 6 at% Mo with ageing at 750°C, 650°C and 600°C following a β solution treatment. Three distinct regimes of α morphology and distribution were observed. These are colony-dominated microstructures originating from grain boundary α allotriomorphs, bundles of intragranular α laths, and homogeneously distributed individual fine-scale α laths. Branching of the α precipitates was observed in all these domains in a manner reminiscent of solid-state dendritic growth. The phenomenon is particularly apparent at low volume fractions of α. Similar features are present in a wide variety of alloy compositions. 3-dimensional features of such branched structures have been analysed. Simulation of the branching process by phase field methods incorporating anisotropy in the α/β interface energy and elasticity suggests that it can be initiated at growth ledges present at broad faces of the α laths, driven by the enhancement of the diffusion flux at these steps. The dependence of branching on various parameters such as supersaturation and diffusivity, and microstructural features like ledge height and distribution and the presence of adjacent α variants has been evaluated.
DOI: 10.6084/m9.figshare.5767170.v1
title: EMREO Analysis Scripts

description: This is the collection of MATLAB scripts and functions necessary for the analysis and display of data presented in “The eardrums move when the eyes move: A multisensory effect on the mechanics of hearing.”<br>Please see the "EMREO data and analysis guide" document for instructions and descriptions of the code and data.<br>Cheers,DLKM
DOI: 10.6084/m9.figshare.8848187.v1
title: Physiological maturity of Physalis angulata L. seeds

description: ABSTRACT Determination of seed physiological maturity allows predicting the most appropriate time for harvest, aiming to obtain seeds with high physiological potential. Physalis angulata (Solanaceae) has pharmacological and agro-industrial potential, but there is little information on its reproductive phenology. Thus, this study aimed to evaluate the physiological maturity of P. angulata seeds according to fruit age. Fruits were harvested at 7, 14, 21, 28 and 35 days after anthesis (DAA) and the following evaluations were conducted: fruit weight and diameter, seed moisture content, 100-seed dry weight, 1000-seed weight, electrical conductivity, germination, germination first count, emergence, and seedling dry weight and length. The experimental design was completely randomized. Fruit weight and diameter increased until 35 DAA and seed dry weight increased until 21 DAA. Highest seed physiological potential occurred at 35 DAA, with highest germination percentage (97%). The results allow concluding that P. angulata seeds become physiologically viable from 21 DAA, with highest physiological potential at 35 DAA. However, harvest should be carried out around 28 DAA, before fruits fall.
DOI: 10.17632/8nfzjzx47m
title: Remuneration and Federal Inland Revenue Service employees’ performance in Nigeria

description: Study investigated the relationship between employee performance and compensation at Nigeria's Federal Inland Revenue Service (FIRS). The goal of the study was to elucidate how different aspects of compensation (salary, incentives, and perks) impact FIRS employees' motivation, job satisfaction, and overall performance. Study used quantitative approach, using survey data to obtain thorough understanding of the subject. A pool of representative samples of FIRS employees were given copies of a structured questionnaires to complete in order to rate their impressions of salaries, job satisfaction, and performance. Results of this study offer empirical and theoretical proof of connection amid salaries earned and worker performance in Nigeria's FIRS. Higher levels of compensation were expected to favourably impact motivation, work satisfaction, and performance. These levels of compensation include competitive salaries, performance-based bonuses, and alluring benefit packages. The findings of the study will be relevant for Nigerian policymakers and FIRS administration. The results will guide the creation of evidence-based measures to raise worker productivity through better pay practices. The FIRS and other government organizations can optimize their human resource management procedures and eventually improve revenue generation and service delivery by realizing the importance of compensation in developing a motivated and productive staff.
DOI: 10.6084/m9.figshare.5048497.v1
title: Supplementary Material for: MicroRNA-1185 Induces Endothelial Cell Apoptosis by Targeting UVRAG and KRIT1

description: <i>Background/Aims:</i> Atherosclerosis is a multifactorial chronic disease and is the main cause of death and impairment in the world. Endothelial injury and apoptosis play a crucial role in the onset and development of atherosclerosis. MicroRNAs (miRNAs) have been proven to be involved in the pathogenesis of atherosclerosis. However, studies of the functional role of apoptosis-related miRNAs in the endothelium during atherogenesis are limited. <i>Methods:</i> Cell injury and apoptosis were measured in five types of cells transfected with miR-1185 or co-transfected with miR-1185 and its inhibitor. Bioinformatics analysis and a luciferase reporter assay were used to confirm the targets of miR-1185. The effects of the targets of miR-1185 on endothelial apoptosis were determined using small-interfering RNA. <i>Results:</i> In this study, we first report that miR-1185 significantly promoted apoptosis in endothelial cells but not in vascular smooth muscle cells and macrophages. A mechanistic analysis showed that ultraviolet irradiation resistance-associated gene (UVRAG) and krev1 interaction trapped gene 1 (KRIT1), targets of miR-1185, mediated miR-1185-induced endothelial cell apoptosis. <i>Conclusion:</i> The results revealed the impact of miR-1185 on endothelial apoptosis, suggesting that miR-1185 may be a potential target for the prevention and treatment of atherosclerosis.