cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28303031.v1
title: Supplementary Material for: Prevention of food allergy: Harmonizing Perspectives from the East and West

description: Background 
The global epidemiology of food allergies and anaphylaxis exhibits complex, heterogeneous patterns. While food allergy prevalence has stabilized in Western countries, anaphylaxis incidence continues to rise. In developing regions, data is limited, but urban centers show increasing food allergy prevalence, contrasting with lower rates in rural areas. These disparities likely stem from differences in environmental factors and urbanization levels across the globe. Furthermore, the dominant food allergens vary significantly by region. Peanuts and tree nuts are the primary triggers in the U.S. and Europe, whereas eggs, milk, and shellfish are more common in Asia and Latin America. 

Summary
In this upcoming review, we will delve into the recommendations for preventing food allergies across Eastern and Western regions. These regional differences in allergen profiles and dietary patterns underscore the need for tailored food allergy prevention strategies. Current prevention guidelines focus on the timing and route of allergen exposure in early life. In high-prevalence regions, early oral exposure is recommended to promote oral tolerance and reduce allergy risk. Conversely, in lower-prevalence areas, non-delayed introduction of allergenic solids is preferred. Moreover, early skin exposure may increase allergy risk, and the role of early, whole-body use of specialized emollients requires further study. Proactive treatment of atopic dermatitis may reduce the incidence of food allergies in infants. Adapting prevention approaches to local contexts and continuously updating guidelines based on emerging evidence is crucial to comprehensively addressing the global burden of food allergies.

Key messages
1. The global epidemiology of food allergies exhibits complex patterns, with food allergy prevalence stabilizing in Western countries but continuing to rise for anaphylaxis, while developing regions show increased prevalence in urban areas but limited data, and notable regional variations in the most common food allergens.
2. Current prevention strategies focus on the timing and route of allergen exposure, recommending early oral exposure to promote tolerance in high-prevalence regions and non-delayed introduction of allergenic solids in low-prevalence areas, while cautioning against early skin exposure and calling for more evidence on early, whole-body use of specialized emollients for the prevention of food allergies.
3. Our review highlights the need for robust, globally-adaptable guidelines that are continuously updated and personalized to individual and population factors, using a multifaceted approach to comprehensively address the dual allergen exposure hypothesis.
DOI: 10.6084/m9.figshare.29163188.v1
title: Supplementary Material for: Systematic review on the management of diuretic resistance in acute heart failure across the spectrum of kidney disease

description: Background/Aims: Diuretic resistance is commonly reported in acute heart failure (AHF), especially in patients presenting with impaired kidney function. Effective treatment strategies for promoting decongestion in this population remain unclear.
Methods: A systematic review using Medline/Cochrane databases was performed from inception to January 2024 identifying randomized clinical trials (RCTs) including patients with diuretic resistance or at risk of diuretic resistance based on the presence of kidney dysfunction at study enrollment. Trials testing different pharmacological or invasive modalities compared to standard of care, placebo or an active comparator were considered. Data on decongestion related outcomes, safety outcomes and clinical outcomes up to 90 days were collected. 
Results: Among the 22 RCTs included, 6 trials involved 529 patients with established diuretic resistance, while 16 trials enrolled 1913 patients at risk of diuretic resistance. Diuretic resistance was differently defined across studies and most trials focused on interventions targeting different sites of action along the renal tubules. The different treatment strategies demonstrated efficacy in promoting decongestion while being associated with mild increase in creatinine and cystatin C. The use of appropriately high doses of intravenous loop diuretics was able to promote decongestion across the spectrum of kidney dysfunction. The presence of baseline kidney dysfunction did not identify a population resistant to standard decongestive strategies.
Conclusions: Diuretic resistance is not accurately defined in AHF but is uncommon in patients treated with appropriately high doses of intravenous loop diuretics. The main therapeutic goal during the acute setting should focus on promoting decongestion instead of overemphasizing on mild changes in kidney related biomarkers.
DOI: 10.17632/tjf39zhjdy
title: Casual Esports Players Dataset

description: Casual Esports Players Dataset: This dataset consists of information regarding casual esports players' intrinsic motivations, attachment and gameplay intentions.
DOI: 10.5061/dryad.ft58s
title: Data from: Whole genome resequencing of extreme phenotypes in collared flycatchers highlights the difficulty of detecting quantitative trait loci in natural populations
DOI: 10.6084/m9.figshare.27092626.v2
title: Dataset for the manuscript "Visualization and Characterization of Capillary-to-Viscous Transition in Fluid-Induced Granular Deformation" by Ke et al.

description: This is the dataset for "Visualization and Characterization of Capillary-to-Viscous Transition in Fluid-Induced Granular Deformation" by Ke et al.
DOI: 10.6084/m9.figshare.28098422.v1
title: AAAPI Campus Experiences During COVID

description: This study aimed to understand the experiences of the Asian, Asian American, and Pacific Islander students, faculty, and staff on college/ university campuses in the United States after COVID-19 and identify factors for enhancing their well-being and experiences.
DOI: 10.6084/m9.figshare.28826531.v1
title: Improving Legacy Optimization Systems with Benchmarking

description: Software applications using MIP optimization to solve business problems are typical in industrial settings. Despite the prevalence and importance of these systems, there is limited research on how to improve the performance of legacy systems instead of designing new systems. In practice, the costs and risks of designing new systems can outweigh the potential benefits of implementing a new research technique. We propose a novel framework for improving the performance of legacy MIP systems without altering the model. In this research, we proposed a novel framework to perform benchmarking and compare MIP solvers. We evaluated 3 commercial solvers, and 3 open-source solvers with default configuration. We used the MIPLIB 2017 benchmark collection to test 240 instances and a real-world MIP model for pilots scheduling at NetJets. In total, we ran 1,820 experiments in batches parallelly for each solver. All our experiments would take up to 89 days to get done, but using OSC Cardinal cluster resources, we were able to get them in less than 3 days. To continue our experiments, we are working in a new experiment for parameter tuning of solvers; with this approach, we will need to do around 90,000 new experiments, which would take up to 5 years to get all the results, but by parallelizing jobs using Supercomputer, we estimate we can get all the results in 4 days.
DOI: 10.17632/6476jznmtj
title: Replication for Ducruet, Juhasz, Nagy and Steinwender "All aboard: The effects of port development"

description: This is the replication package for Ducruet, César, Réka Juhász, Dávid Krisztián Nagy, and Claudia Steinwender "All aborard: The effects of port development".
DOI: 10.17632/tbgwzjjsfy
title: Data for: Distinct evolution of the carbonaceous and non-carbonaceous reservoirs: Insights from Ru, Mo, and W isotopes

description: Excel files for tables of internally-normalized, mass bias-corrected Pt, Ru, and Mo isotope ratios reported in the main text.
DOI: 10.17632/yrb7yjjzhb
title: Impact of field visits on students’ knowledge towards rural development: an empirical study on Brac University

description: The education system of the 21st century mainly accentuates on pragmatic and collaborative learning where field trip is one of the most prominent methods of learning. Considering this, Brac University arranges a lot of experiential learning activities. Visiting different programs of BRAC is one of them where every student of the university is taken to observe the development trends in rural areas of Bangladesh. This study explores the impact of those visits. The methodology of this research includes both qualitative and quantitative approaches. A survey was conducted where 200 students were selected who visited programs of BRAC. Subsequently, a focus group discussion was arranged where 40 students had taken part. The study shows that this field visit helps students becoming more attached to villages, and it inhibits a sense of responsibility among many of them. This research may help policymakers to design their curriculum more effectively in the future.
DOI: 10.6084/m9.figshare.19497665.v1
title: processed_multiome.zip

description: Processed islet multiome data
DOI: 10.6084/m9.figshare.28347761.v1
title: Transcriptomic Analysis of <i>Medicago sativa</i> Response to Non-FPX Treatment: Supporting Data for “Fipexide rapidly induces callus formation in M.sativa by regulating small auxin up-regulated RNA (SAUR) genes”

description: This dataset comprises the raw Illumina RNA sequencing data from<i> Medicago sativa </i>samples not treated with FPX (CK) for a period of 2 days. The data supports our study entitled 'Fipexide rapidly induces callus formation in <i>M.sativa </i>by regulating small auxin up-regulated RNA (<i>SAUR</i>) genes'. This investigation explores the transcriptional dynamics in<i> M. sativa</i> cells in response to FPX compared to traditional growth regulators, providing insights into the mechanisms underlying FPX-mediated callus formation.
DOI: 10.6084/m9.figshare.3199519.v1
title: Triaxial accelerometer based gait analysis

description: Test-retest relability of triaxial accelerometer (TAA)Level of agreement between TAA and GaitriteClinical scores of subjects
DOI: 10.17632/w7w7n9gjf9
title: Tecnología aplicada a la diabetes

description: En la 17º Conferencia Internacional del ATTD 2024 los temas centrales fueron el diagnóstico de diabetes tipo 1 en etapas preclínicas y los aportes de la tecnología en diabetes tipo 2. Además, el rol de la inteligencia artificial en las nuevas opciones de monitoreo.
DOI: 10.17632/g2cc37dw4f
title: Coupling of an SPH-based solver with a multiphysics library

description: A two-way coupling between the Smoothed Particle Hydrodynamics-based (SPH) code with a multiphysics library to solve complex fluid-solid interaction problems is proposed. This work provides full access to the package for the use of this coupling by releasing the source code, completed with guidelines for its compilation and utilization, and self-contained template setups for practical uses of the novel implemented features, is provided here. The presented coupling expands the applicability of two different solvers allowing to simulate fluids, multibody systems, collisions with frictional contacts using either non-smooth contact (NSC) or smooth contact (SMC) methods, all integrated under the same framework. The fluid solver is the open-source code DualSPHysics, highly optimised for simulating free-surface phenomena and structure interactions, uniquely positioned as a general-purpose Computational Fluid Dynamics (CFD) software with a GPU-accelerated solver. Mechanical systems that comprise collision detection and/or multibody dynamics are solved by the multiphysics library Project Chrono, which uses a Discrete Element Method (DEM). Therefore, this SPH-DEM coupling approach can manage interactions between fluid and complex multibody systems with relative constraints, springs, or mechanical joints.
DOI: 10.17632/hdc5pwbrrr
title: The Dermatologic Oral Examination: Navigating the Oral Dermatoses Map

description: Supplementary Table 1. Oral Manifestations of Genodermatoses and Syndromic Diseases. 
The Dermatologic Oral Examination: Navigating the Oral Dermatoses Map, CME Part II
Journal of the American Academy of Dermatology
DOI: 10.17632/nbm799jkbc
title: Evolution of HER2 expression from pre-treatment biopsy to residual disease after neoadjuvant therapy in locally advanced gastric cancer

description: Raw data
DOI: 10.6084/m9.figshare.12433226.v1
title: URL11_WeaklySupervised_Visualization

description: Weakly supervised learning embeddings (intermediate layer, Res4a_ReLU) for 7,000 annotated RBCs
DOI: 10.6084/m9.figshare.21806457.v2
title: Global long term daily 1km surface soil moisture dataset with physics informed machine learning

description: Although soil moisture is a key factor of hydrologic and climate applications, global continuous high resolution soil moisture datasets are still limited. Here we use physics-informed machine learning to generate a global, long-term, spatially continuous high resolution dataset of surface soil moisture, using International Soil Moisture Network (ISMN), remote sensing and meteorological data, guided with the knowledge of physical processes impacting soil moisture dynamics. Global Surface Soil Moisture (GSSM1km) provides surface soil moisture (0-5 cm) at 1 km spatial and daily temporal resolution over the period 2000-2020. The performance of the GSSM1km dataset is evaluated with testing and validation datasets, and via inter-comparisons with existing soil moisture products. The root mean square error of GSSM1km in testing set is 0.05 cm3/cm3, and correlation coefficient is 0.9. In terms of the feature importance, Antecedent Precipitation Evaporation Index (APEI) is the most important significant predictor among 18 predictors, followed by evaporation and longitude. GSSM1km product can support the investigation of large-scale climate extremes and long-term trend analyses. Due to the whole dataset for the global scale is too big (779GB) to deposit at once, we uploaded the data in the Netherlands to figshare. For other areas, the data is stored in Google Earth Engine (https://code.earthengine.google.com/?asset=users/qianrswaterr/GlobalSSM1km0509), and we provide codes to download our data (https://code.earthengine.google.com/4b577bb83981e1ac43fd77127cfbdb4a). Due to the dataset is exported from Google Earth Engine, the bandNames can’t display in ArcGIS, the band is displayed as band1, band2,…. Just in case other softwares also can't display, I put the bandNames in the csv file “bandNames2000-2020”.
DOI: 10.6084/m9.figshare.23650797.v1
title: SWSI: An Experience Report on Using Wireframes in a Capstone Software Engineering Class

description: A replication package for IEEE Software SWSI: Software Engineering Educating and Training. An Experience Report on Using Wireframes in a Capstone Software Engineering Class" Paper title: An Experience Report on Using Wireframes in a Capstone Software Engineering Class
DOI: 10.6084/m9.figshare.25093217.v1
title: Lista de espécies de plantas do Parque Estadual de Campos do Jordão (Atualizada em 27.jan.2024)

description: Catálogo de plantas do Parque Estadual de Campos do Jordão (em elaboração)
DOI: 10.6084/m9.figshare.28796306.v1
title: Análisis sistemático del papel de las esculturas de personajes públicos en la construcción de la identidad cultural urbana

description: <br>Este estudio presenta una revisión sistemática de literatura centrada en el análisis del rol que desempeñan las esculturas de personajes públicos como elementos del patrimonio cultural en la configuración de la identidad de las ciudades. A través de la exploración de 21 artículos científicos provenientes de bases de datos especializadas, se identifican enfoques teóricos, tendencias de intervención urbana, percepciones ciudadanas, y procesos de resignificación simbólica asociados a estas expresiones artísticas. La investigación destaca la importancia de las esculturas como vehículos de memoria colectiva, herramientas de representación política o histórica, y componentes fundamentales en el diseño del espacio público. Asimismo, se discuten los desafíos contemporáneos vinculados a su conservación, controversia o remoción en contextos socioculturales diversos.
DOI: 10.6084/m9.figshare.6265427.v1
title: Patient06

description: Female Patient with 232 slice of pulmonary embolism CT-Angiography.
DOI: 10.17632/8t8c5gdhy2
title: Data for: Effects of an abandoned Pb-Zn mine on a karstic groundwater reservoir

description: Supplementary Materials
DOI: 10.17632/dkpnfn7294
title: Dataset on the effect of extracurricular activities on positive youth development

description: The dataset reflects the perception of extracurricular activities and positive development among youth at 12 schools in Vietnam. In addition, the dataset also explores the relationship between extracurricular activities and positive youth development in Vietnam context. The dataset was collected from adolescents living in three provinces in Vietnam, including: Ha Noi, Nam Dinh, Nghe An and took place in March 2021. The final dataset included 416 fulfilled responses and was used for quantitative analysis through three steps, including: test coefficient alpha and exploratory factors analysis; confirming factors analysis; structural equation modelling. The dataset was obtained as a reference source for future research on positive youth development
DOI: 10.17632/rfxtdz5pr2
title: Application for ANN Data Analysis

description: In this study, a new generalized regression neural network model for predicting the curing characteristics of rubber blends with different contents of carbon black filler cured at various temperatures has been proposed. The carbon black contents in the rubber blend and cure temperature have been used as input parameters, while the minimum and maximum elastic torque, scorch time, and optimal cure time, obtained from the analysis of 11 rheological cure curves registered at 10 various temperatures, have been considered as output parameters of the model. A special pre-processing procedure of the experimental input and target data, as well as the training algorithm has been described. Only a small part of the experimental data has been used in order to significantly reduce the total number of input and target data points needed for training the model. A satisfactory agreement between the predicted and experimental data, with a maximum error in the prediction not exceeding 5%, has been found. It has been concluded that the generalized regression neural network is a very powerful tool for intelligent modelling the curing process of rubber blends even in the case of small dataset, and it can find a wide practical application in the rubber industry.
DOI: 10.6084/m9.figshare.28830032.v1
title: Sampling sites locations

description: Sampling locations for project 44.
DOI: 10.6084/m9.figshare.12177729.v1
title: Additional file 2 of ATAC-seq normalization method can significantly affect differential accessibility analysis and interpretation

description: Additional file 3. bedpeTn5shift.sh—Bash script for shifting coordinates in standard 10-column format BEDPE files to compensate for Tn5 adapter insertion as described in Buenrostro et al. See Fig. 4 for usage.
DOI: 10.6084/m9.figshare.7073198.v1
title: CaF2(H2O)3 minima obtained at HF and MP2 levels

description: CaF2(H2O)3 minima obtained at the HF/6-31* and MP2/6-311++G** levels of theory. Electronic energy and ZPE included in each file.
DOI: 10.17632/6txr3j938y
title: Assessment of Channel Migration of Koshi River in Nepal Using Remote Sensing and GIS

description: Datsets of the research Assessment of Channel Migration of Koshi River in Nepal Using Remote Sensing and GIS. This data sets contains the data table and shape files generated out of the study.
DOI: 10.6084/m9.figshare.11413008.v2
title: Marine sediments illuminate Chlamydiae diversity and evolution - additional data

description: Full alignments (.align), trimmed alignments (.align.trim), and phylogenetic trees in nexus format (.tree) for all phylogenetic inferences presented in the study. This includes concatenated protein alignments (.align.trim.concat) and trees (.tree). All 16S rRNA gene OTUs generated from amplicon sequencing of the 30 marine sediment samples are also included, alongside their taxonomic classification (.fasta). Genbank assembly accessions for Chlamydiae MAGs are also provided (.xlsx).
DOI: 10.6084/m9.figshare.25353307.v1
title: MPtrj_2022.9_full

description: https://doi.org/10.6084/m9.figshare.23713842.v2<br>from jarvis.db.jsonutils import loadjson,dumpjsonfrom pymatgen.core.structure import Structurefrom jarvis.core.atoms import pmg_to_atomsd=loadjson('MPtrj_2022.9_full.json')mpids=list(d.keys())mem=[]for i in mpids: tmp=d[i] for j,k in tmp.items(): info={} info['jid']=j info['total_energy']=k['energy_per_atom'] info['forces']=k['force'] info['stresses']=k['stress'] info['atoms']=pmg_to_atoms(Structure.from_dict(k['structure'])).to_dict() info['magmom']=k['magmom'] mem.append(info)dumpjson(data=mem,filename='chgnet_mptraj.json')<br>
DOI: 10.6084/m9.figshare.6728261.v1
title: best scheme of Bayes

description: partition file of 13 CDS and 2 rRNAs by Bayes
DOI: 10.6084/m9.figshare.7177553.v1
title: Dataset 4 GO CaEss ScSpNE.xlsx

description: Dataset 4 GO CaEss ScSpNE
DOI: 10.17632/w5248v9fk3
title: Varietal purity of wheat seeds dataset

description: The dataset consists of high-resolution imagery of three wheat seed varieties: Dilkash, Arooj, and Akbar. Each variety is represented by 125 images, resulting in a total of 375 images across the three varieties. The images were captured using an RGB DSLR camera (Canon EOS 1300D) and later standardized to a size of 256x256 pixels. The camera was positioned parallel to the path of the seeds, ensuring a consistent perspective. To enhance variability, the wheat seeds were captured under natural light. This dataset can serve to study the wheat seed classification or quality analysis.
DOI: 10.6084/m9.figshare.27178140.v2
title: IEFENet

description: The code is an executable file, which contains the codes of four innovations in the paper and the yaml file of the data set.
DOI: 10.17632/2m95vdkfsp
title: DNS LOG DATASET

description: The dataset captures network traffic information with various attributes such as timestamp, server details, service used, client IP address, port number, queried domain, record type, and record class. It likely represents network activity within or related to Anna University's organizational infrastructure. This dataset could be valuable for network administrators and security analysts in monitoring and analyzing network traffic patterns, identifying potential security threats or anomalies, optimizing network performance, and ensuring compliance with organizational policies and regulations. Analyzing this data may reveal trends in communication, usage patterns of services, and potential issues requiring attention or optimization within Anna University's network environment.
DOI: 10.17632/9nhpp9pygk
title: Data for: Multivariate Statistical Analysis of Stable Isotope Signatures and Element Concentrations to Differentiate the Geographical Origin of Retail Milk Sold in Singapore

description: Dataset to accompany the manuscript: Multivariate Statistical Analysis of Stable Isotope Signatures and Element Concentrations to Differentiate the Geographical Origin of Retail Milk Sold in Singapore
DOI: 10.17632/fgpjs74df9
title: Augmented Reality in Higher Education: A Systematic Review and Meta-Analysis of the Literature from 2000 to 2023

description: raw coding data and coding manual of review
DOI: 10.17632/rk8rz3r3vf
title: Replication Package for "The Peer Effect of Persistence on Student Achievement"

description: This data provides the research materials (e.g., scripts and generated datasets) for the replication of the paper titled "The Peer Effect of Persistence on Student Achievement" by Jian Zou.