cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24465271.v1
title: Supplementary Material for: Brain Injury Outcomes after Adjuvant Erythropoietin Neuroprotection for Moderate or Severe Neonatal Hypoxic-Ischemic Encephalopathy: A Report from the HEAL Trial

description: Introduction. Erythropoietin (Epo) is a putative neuroprotective therapy that did not improve overall outcomes in a phase 3 randomized controlled trial for neonates with moderate or severe hypoxic-ischemic encephalopathy (HIE). However, HIE is a heterogeneous disorder, and it remains to be determined whether Epo had beneficial effects on a subset of perinatal brain injuries. Methods. This study was a secondary analysis of neuroimaging data from the High-dose Erythropoietin for Asphyxia and Encephalopathy (HEAL) Trial, which was conducted from 2016 – 2021 at 17 sites involving 23 US academic medical centers. Participants were neonates &gt;36 weeks’ gestation undergoing therapeutic hypothermia for moderate or severe HIE who received 5 doses of study drug (Epoetin alpha 1000 U/kg/dose) or placebo in the first week of life. Treatment assignment was stratified by trial site and severity of encephalopathy. The primary outcome was the locus, pattern and acuity of brain injury as determined by three independent readers using a validated HIE Magnetic Resonance Imaging (MRI) scoring system. Results. Of the 500 infants enrolled in HEAL, 470 (94%) had high quality MRI data obtained at a median of 4.9 days of age (IQR 4.5 – 5.8). The incidence of injury to the deep grey nuclei, cortex, white matter, brainstem and cerebellum was similar between Epo and placebo groups. Likewise, the distribution of injury patterns was similar between groups. Among infants imaged at less than 8 days (n=414), 94 (23%) evidenced only acute, 93 (22%) only subacute and 89 (21%) both acute and subacute injuries, with similar distribution across treatment groups. Conclusion. Adjuvant erythropoietin did not reduce the incidence of regional brain injury. Subacute brain injury was more common than previously reported, which has key implications for the development of adjuvant neuroprotective therapies for this population.
DOI: 10.6084/m9.figshare.7356677.v1
title: dataset for phylogenetic analyses

description: All data files involving phylogenetic analyses (sequence alignments, partition schemes, phylogenetic trees, individual gene trees, and loci list).
DOI: 10.6084/m9.figshare.28968977.v25
title: Syllogistic reasoning pdf v1-2-3-4 NEW

description: Logic and being
DOI: 10.17632/h8pdjd6k6d
title: Supplemental Materials - JAAD-D-22-00329

description: Supplemental Tables for JAAD manuscript titled "Incidence and trends of cutaneous adnexal tumors in the United States in 2000-2018:  A population-based study"
DOI: 10.6084/m9.figshare.10311068.v3
title: Pecten maximus genome, gene models, annotations and related files

description: Pecten maximus genome, gene models, annotations and related files. Related to genome paper in prep by Kenny et al, with the support of the Wellcome Trust Sanger 25 genomes project<br>
DOI: 10.6084/m9.figshare.12758750.v1
title: FDAPI pollen image dataset

description: Image collection of pollen grains labelled by the conbination of fluoresceine diacetate (FDA) and propidium iodide (PI) for viability assessment. Images are stored in subfolders and labelled by plant species
DOI: 10.6084/m9.figshare.23556966.v1
title: Chironomid Count Data

description: Chironomid count data and head capsule abundance calculations for the three sediment cores discussed in this study.
DOI: 10.6084/m9.figshare.23903715.v1
title: Reproducing the results of "Exploring Temporal and Sex-Linked Dysregulation in Alzheimer's Disease Phospho-Proteome"

description: Within the attached "<i>adxplorer_replication_package.zip</i>", we include all the materials (code and data) that is required to reproduce the results in the manuscript "<i>Exploring Temporal and Sex-Linked Dysregulation in Alzheimer's Disease Phospho-Proteome</i>".In the zip file, Matlab scripts for producing the results and figures in the manuscript are organized in the '<i>data_analysis</i>' folder. The R scripts to create the AD-Xplorer web application (link) are provided in the '<i>adxplorer_web_app'</i> folder.For updates and more information, please visit the Github page.
DOI: 10.6084/m9.figshare.25918594.v1
title: Supplementary Table4 deseq2 output

description: This is the results of DESeq2 (package version: 1.44.0) output, the list of 352 genes (filtered by the threshold at log2FoldChange ≧ |1| and a p-value adjusted by the false discovery rate &lt; 0.05), and the overlapped 89 genes with gene sets obtained by OS meta-analysis method.
DOI: 10.17632/4t9tzbmhgy
title: Data for: Alterations in carbon and nitrogen cycling mediated by soil microbes due to the conversion of karst mountainous forests into urban parks

description: This data set contains all data used for analyzing the impact of repurposing karst mountain forests into urban parks on soil microbial diversity and its implications for carbon and nitrogen cycling in Guiyang, China. It includes the abundance of functional genes involved in carbon and nitrogen cycles, plant diversity and soil property data in 60 samples.
DOI: 10.17632/5mw48c7gbb
title: QuantumDNA: A python package for analyzing quantum charge dynamics in DNA and exploring its biological relevance

description: The study of DNA charge dynamics is a highly interdisciplinary field that bridges physics, chemistry, biology, and medicine, and plays a critical role in processes such as DNA damage detection, protein-DNA interactions, and DNA-based nanotechnology. However, despite significant progress in each of these areas, knowledge often remains inaccessible to researchers in other scientific communities, limiting the broader impact of advances across disciplines. To bridge this gap, we present QuantumDNA, an open-source Python package for simulating DNA charge transfer and excited state dynamics using quantum physical methods. QuantumDNA combines an efficient Linear Combination of Atomic Orbitals (LCAO) approach combined with tight-binding models and incorporates open quantum systems techniques to account for environmental effects. This approach allows for a rapid yet sufficiently accurate analysis of large DNA ensembles, enabling statistical studies of genetic and epigenetic phenomena. To ensure accessibility, the package features a graphical user interface, making it suitable for researchers across disciplines.
DOI: 10.6084/m9.figshare.14392859.v1
title: Fake News Spreader Classification - CoAID Extended dataset

description: This dataset contains a gold standard for the classification of users sharing the misinformation about COVID-19. <br>It presents a list of mapped used id for privacy concerns, the list of real tweet id as retrieved from Twitter and the label classifying the tweet author as spreader or checker. <br>Spreader are users supporting fake news, while checkers are users supporting real news. <br>The list of fake and real news came from the CoAID dataset by Limeng and Dongwon.<br>Data were retrieved from December 1, 2019 to April 1, 2021.<br>For further details look at the paper "Fake News Spreader Automated Classification for Breaking the Misinformation Chain" in the MDPI Information Journal Special Issue "News Research in Social Networks and Social Media", or open an issue in the GitHub repository.<br><br><br>
DOI: 10.6084/m9.figshare.3564882.v1
title: Full Archive

description: Full Archive
DOI: 10.6084/m9.figshare.5406787.v12
title: Succinic acid treatment of SCA1 transgenic mice

description: Mitochondrial dysfunction plays a significant role in neurodegenerative disease including ataxias and other movement disorders, particularly those marked by progressive degeneration in the cerebellum. In this study, we investigate the role of mitochondrial oxidative phosphorylation (OXPHOS) deficits in cerebellar tissue of a Purkinje cell-driven spinocerebellar ataxia type 1 (SCA1) mouse. Using RNA sequencing transcriptomics, OXPHOS complex assembly analysis and oxygen consumption assays, we report that in the presence of mutant polyglutamine-expanded ataxin-1, SCA1 mice display deficits in cerebellar OXPHOS complex I (NADH-coenzyme Q oxidoreductase). Complex I genes are upregulated at the time of symptom onset and upregulation persists into late stage disease; yet, functional assembly of complex I macromolecules are diminished and oxygen respiration through complex I is reduced. Acute treatment of postsymptomatic SCA1 mice with succinic acid, a complex II (succinate dehydrogenase) electron donor to bypass complex I dysfunction, ameliorated cerebellar OXPHOS dysfunction, reduced cerebellar pathology and improved behavior. Thus, treatment with succinic acid shows promise as a therapeutic adjuvant in neurodegenerative ataxias, and warrants further investigation. <b><br></b><b>All data from this manuscript will be made available upon acceptance by PLoS One.</b>
DOI: 10.6084/m9.figshare.12652592.v2
title: A Public Dataset of Dynamic Hand-gestures Acquired using Impulse-radar sensors.

description: We will add final approved abstract here
DOI: 10.6084/m9.figshare.19372790.v1
title: Creep data

description: Dates for Experiments and analysis of the creep behavior of biaxially oriented polymethylmethacrylate: Influence difference between temperature and loading stress.
DOI: 10.6084/m9.figshare.28089812.v1
title: data

description: Using "CyberSecurity" as the keyword, the literature data retrieved in WoS and the data generated during the paper data processing process.
DOI: 10.6084/m9.figshare.29151278.v1
title: 图 3.png

description: Population Survivorship Curve
DOI: 10.17632/9m8fwyxdv9
title: Anthropometric database of children

description: 6 to 17 Years
DOI: 10.6084/m9.figshare.25481752.v1
title: Data for 2022 seed germination assays and 2023 seed and seedling experiment

description: Research on effect of herbivore kairomone (locomotion mucus from the slug <i>Arion subfuscus</i>) on seeds and seedlings of <i>Brassica nigra</i>
DOI: 10.6084/m9.figshare.11840100.v1
title: The change of the diagnosis of parasitic diseases in clinical studies

description: Using text mining, we extracted diagnosis-related terms, and these terms were counted in 28,218 abstracts of case reports on parasitic diseases published from 1956 to 2016 with the reported year.
DOI: 10.6084/m9.figshare.12038748.v1
title: Sharing data

description: This is data set for PONE-D-20-00626R2, DOI: 10.1371/journal.pone.0235503
DOI: 10.6084/m9.figshare.28435211.v1
title: ITap Index Finger Tap Interaction by Gaze and Tabletop Integration

description: This dataset contains experimental results evaluating ITap, a novel index finger tap interaction technique that integrates gaze-based object selection with tabletop touch gestures. The dataset includes Task Completion Time (TCT), Error Rate, System Usability Scale (SUS) scores, and NASA-TLX workload scores obtained from user studies.<br>1. Task Completion Time (TCT)TCT represents the time taken by participants to complete each interaction task using ITap.The dataset provides TCT values measured across different target distances and interaction scenarios.2. Error RateThe error rate measures the number of incorrect selections or unintended interactions per trial.It helps assess the precision and reliability of the ITap method compared to alternative selection techniques.3. System Usability Scale (SUS) ScoresThe SUS is a widely used usability assessment questionnaire.<br>4. NASA-TLX Workload ScoresNASA-TLX is a subjective workload assessment tool used to measure the cognitive and physical demands of ITap.It includes six subscales: mental demand, physical demand, temporal demand, performance, effort, and frustration.The dataset provides NASA-TLX ratings to evaluate the overall user burden when using ITap.
DOI: 10.6084/m9.figshare.24647532.v13
title: criminal-charge-in-taiwan.csv

description: This dataset is used for NLP research and primarily collects criminal judgment cases from Taiwan district courts from January 2020 to April 2022.
DOI: 10.6084/m9.figshare.29045270.v1
title: Dataset two

description: This file carries the top 500 research outputs which carry more than 40% of total citation of the original dataset of 5755 records of AI Ethics literaturewithin the period spanning from 1960 to 2024 (last search date: 9 June 2024). The initial sample were sorted using the ‘cited: highest first’ feature of the WoS platform. This option provides a ranking system by sorting records in descending order based on the times cited number. This dataset (dataset two) was later downloaded and exported in txt format (as a software requirement) for co-citation analysis using VOSviewer.
DOI: 10.17632/bj6scm24mg
title: Frequency response of high-frequency MEMS and IEPE accelerometers on different mountings

description: Frequency response data from a high-frequency bandwidth MEMS accelerometer model ADXL 1002, manufactured by Analog Devices, assembled on different bases, and from an IEPE accelerometer model 780C, manufactured by Wilcoxon Sensing Technologies. Each column of the dataset is a calibration according to ISO 16063-21, comparing the sensors back-to-back to a pattern accelerometer model 080A200, internal to the precision air bearing calibration exciter, connected to the accelerometer calibration workstation model 9115D from PCB Piezotronics. The accelerometers were mounted on the exciter surface using different techniques.

The calibration data is organized in the file as follows:
Frequency (Hz): Exciting frequency, raging from 10 Hz to 10 kHz, increasing logarithmically;
Configuration 1: Sensitivity of MEMS accelerometer on steel base mounted with stud, powered by a 3.3 V voltage;
Configuration 2: Sensitivity of MEMS accelerometer on steel base mounted with stud, powered by a 5 V voltage;
Configuration 3: Sensitivity of MEMS accelerometer on steel base mounted with stud and silicone grease, powered by a 5 V voltage;
Configuration 4: Sensitivity of MEMS accelerometer on steel base mounted with adhesive, powered by a 5 V voltage;
Configuration 5: Sensitivity of MEMS accelerometer on steel base mounted with magnetic base, powered by a 5 V voltage;
Configuration 6: Sensitivity of MEMS accelerometer on aluminum base mounted with stud, powered by a 5 V voltage;
Configuration 7: Sensitivity of MEMS accelerometer on aluminum base mounted with stud and silicone grease, powered by a 5 V voltage;
Configuration 8: Sensitivity of MEMS accelerometer on aluminum base mounted with adhesive, powered by a 5 V voltage;
Configuration 9: Sensitivity of IEPE accelerometer mounted with stud, powered by 21 V and 4 mA;
Configuration 10: Sensitivity of IEPE accelerometer mounted with adhesive, powered by 21 V and 4 mA;
Configuration 11: Sensitivity of IEPE accelerometer mounted with magnetic base, powered by 21 V and 4 mA;

All Sensitivity data is registered in mV/g, where "g" is the acceleration unity equivalent to one gravity, i.e., approximately 9.8 m/s^2.
DOI: 10.17632/hk9j8mrm27
title: Data for: Hidden Protectionism? Evidence from Non-tariff Barriers to Trade in the United States

description: Please refer to the readme-file.
DOI: 10.17632/nxgzmwg36g
title: Accounting, Corruption, and Health

description: Database on articles, books (or book chapters) and comments on the topic of Corruption in the Health Sector and its interface with Accounting.
DOI: 10.17632/y7v7ff3wpj
title: Pediatric Anemia Dataset: Hematological Indicators and Diagnostic Classification

description: This dataset includes clinical and hematological parameters from pediatric Anemia patients. It is designed to support the development of predictive models, aiding in the early diagnosis and personalized management of Anemia. This dataset will be beneficial for research in hematology, pediatric care, and healthcare prediction modeling.

Dataset Content: Hematological parameters from anemia patients
Healthcare Provider: Alok Healthcare Ltd., Dhaka, Bangladesh
Patient Demographics:
Sex: Male/Female
Age: Age of each patient
Key Hematological Parameters:
Hemoglobin Level (Hb): Indicator of anemia severity
Red Blood Cell (RBC) Count: Number of red blood cells per unit volume
Packed Cell Volume (PCV): Percentage of blood volume occupied by red blood cells
Mean Corpuscular Volume (MCV): Average volume of red blood cells
Mean Corpuscular Hemoglobin (MCH): Average hemoglobin content per red blood cell
Mean Corpuscular Hemoglobin Concentration (MCHC): Concentration of hemoglobin in a given volume of red blood cells
Outcome Variable: Reflects diagnostic or clinical outcomes associated with anemia
Purpose: To understand hematological changes and support clinical analysis and prediction for anemia management
DOI: 10.6084/m9.figshare.15245898.v1
title: A dataset of water quality, meteorological and ecosystem respiration data.csv

description: A dataset of water quality, meteorological and ecosystem respiration data in a middle-high latitude forest wetland catchment
DOI: 10.6084/m9.figshare.14331185.v1
title: Modeled acoustic transmission loss off central California

description: This data set provides results from modeling of acoustic transmission loss in the ocean off central California, for a large-vessel sound source and a receiver on the continental slope.
DOI: 10.6084/m9.figshare.21582714.v4
title: Monthes: Traceability Dataset

description: Open dataset for tracebility research. It contains req-to-code, req-to-design, and design-to-code traceability extracted from a thesis monitoring system
DOI: 10.17632/gwbz3fsgp8
title: ECG Images dataset of Cardiac Patients

description: ECG images dataset of Cardiac Patients created under the auspices of Ch. Pervaiz Elahi Institute of Cardiology Multan, Pakistan that aims to help the scientific community for conducting the research for Cardiovascular diseases.
DOI: 10.17632/4rtnw89bbf
title: Import mechanism of peroxisomal proteins with an N-terminal signal sequence

description: Original, unmodified imaging data from main figures and extended data figures.
DOI: 10.17632/4x6279nkjd
title: Global CO2 Emissions - Dataset for top 25 countries

description: The CO2-wide dataset provides carbon dioxide emissions data for the top 25 emitting countries from 1975 to 2021, measured in thousand metric tons. The dataset, sourced from UN Data, captures long-term trends in global emissions, helping researchers and policymakers analyze the impact of industrialization, economic growth, and environmental policies. Using this data, we created interactive bar charts and treemaps with D3.js, enabling dynamic visualizations that highlight emission patterns over time. These visual tools offer a clear, engaging way to explore how emissions have evolved across countries, supporting climate research, awareness, and data-driven decision-making. The dataset is available for further analysis and can be embedded into other platforms for broader accessibility.
DOI: 10.6084/m9.figshare.25546771.v5
title: Data and codes for "Reducing soil nitrogen losses from fertilizer use in global maize and wheat production".

description: Dataset, codes and source data for "Reducing soil nitrogen losses from fertilizer use in global maize and wheat production".<br>
DOI: 10.17028/rd.lboro.29045258.v1
title: Supplementary information files for "Probing and manipulating the Mexican hat-shaped valence band of In2Se3"

description: Supplementary files for article "Probing and manipulating the Mexican hat-shaped valence band of In2Se3"Ferroelectrics based on van der Waals semiconductors represent an emergent class of materials for disruptive technologies ranging from neuromorphic computing to low-power electronics. However, many theoretical predictions of their electronic properties have yet to be confirmed experimentally and exploited. Here, we use nanoscale angle-resolved photoemission electron spectroscopy and optical transmission in high magnetic fields to reveal the electronic band structure of the van der Waals ferroelectric indium selenide (α-In2Se3). This indirect bandgap semiconductor features a weakly dispersed valence band, which is shaped like an inverted Mexican hat. Its form changes following an irreversible structural phase transition of α-In2Se3 into β-In2Se3 via a thermal annealing in ultra-high vacuum. Density functional theory supports the experiments and reveals the critical contribution of spin orbit coupling to the form of the valence band. The measured band structure and its in situ manipulation offer opportunities for precise engineering of ferroelectrics and their functional properties beyond traditional semiconducting systems.© The Author(s), CC BY 4.0
DOI: 10.17632/rdj3g2sgv4
title: Relationships of bat biodiversity with agricultural landscape structure in northwestern Ecuador.

description: Utilising this dataset, my team and I conducted an analysis of the relationship between bat assemblages and the structure of the tropical agricultural landscape at four sites in northwestern Ecuador.
DOI: 10.6084/m9.figshare.1541245.v1
title: Data collected of individual height and eye colour

description: The data was collected from 20 students in a lab on September 14th, 2015 at York University. The data that was collected was eye colour and height. Eye colour was recorded by asking each student what their eye colour was. Height was recorded by also asking students, the units used was feet and inches. The group that collect the data was Shahana, Sahar, Paula and Aziza.
DOI: 10.6084/m9.figshare.1566700.v1
title: World Trade Network Textiles 2006

description: World trade data 2006 of "Textiles and Textile Articles" (sector codes from 50 to 63 of Section XI of HS 2002 Classification, http://unstats.un.org/unsd/tradekb/Knowledgebase/HS-Classification-by-Section). Source: United Nations, Commodity Trade Statistics Database (http://comtrade.un.org/).
DOI: 10.6084/m9.figshare.24624849.v1
title: REFINED DATA_PLS AND DATA FOR MOSQUE PERFORMANCE.xls

description: The data consists of two data surveys: (1) The perception of stakeholders of Mosques on Quadruple Bottom Line framework (n = 719) and (2) the data of mosques’ managers on the mosques sustainability (n = 97)
DOI: 10.6084/m9.figshare.27634203.v2
title: CIML-TER v1.0 (2001-2020)

description: Accurate estimation of terrestrial ecosystem respiration (TER) is essential for refining global carbon budgets and informing climate change response policies. Current large-scale TER models predominantly rely on empirical structures derived from site-scale observations, often driven solely by hydrothermal factors. However, it is critical to incorporate ecosystem-scale information for more accurate large-scale TER modeling, such as the biotic factors (e.g., clumping index and non-photosynthetic vegetation cover) linked to ecosystem-scale vegetation structure and component, and the spatiotemporal variation factors that describing the continuous variations of land cover and phenology. These ecosystem-scale variables have not been well parameterized in existing models, because the mechanisms by which they affect TER remain unclear. To address this gap, we applied a causality constrained interpretable machine learning framework (PCMCI+, XGBoost, SHAP) to model the relationships between relevant variables and TER, and established a TER estimation model called “CIML-TER”. The CIML-TER model was trained with an integrated TER observations from two major flux networks (FLUXNET and ABCflux), and was applied to estimate global monthly TER at a spatial resolution of 0.05° during 2001-2020. Global annual TER estimated with CIML-TER ranged between 117 and 125 Pg C. Moreover, CIML-TER accurately depicted the naturally continuous spatial variations of TER, which were not well described in Fluxcom and LGS-Reco due to the limitations of using traditional discrete land cover data. The CIML-TER model revealed the underestimated contributions of some complex ecosystems (such as EBFs) to global TER in previous TER products and emphasized the need for future process models to account for ecosystem-scale variables’ effects.