cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.8942129.v1
title: Supplementary Material for: Responsiveness to Change of the Montreal Cognitive Assessment, Mini-Mental State Examination, and SCOPA-Cog in Non-Demented Patients with Parkinson’s Disease

description: <b><i>Background:</i></b> Clinical monitoring of patients with Parkinson’s disease (PD) for cognitive decline is an important element of care. The Montreal Cognitive Assessment (MoCA) has been proposed to be a sensitive tool for assessing cognitive impairment in PD. The aim of our study was to compare the responsiveness of the MoCA to decline in cognition to the responsiveness of the Mini Mental State Examination (MMSE) and the Scales for Outcomes of Parkinson’s disease-cognition (SCOPA-Cog). <b><i>Methods:</i></b> PD patients without dementia were enrolled at 6 North American movement disorders centers between 2008 and 2011. Participants received annual evaluations including the MoCA, MMSE, and SCOPA-Cog followed by formal neuropsychological testing. The gold standard for change in cognition was defined as the change on the neuropsychological test scores over the annual assessments. The Reliable Change Method was used to provide an estimate of the probability that a given difference score would be obtained by chance. The sensitivity of the MoCA, MMSE, and SCOPA-Cog to change was quantified using receiver operating characteristics (ROC) curves. <b><i>Results:</i></b> One hundred seventeen patients were included in the analysis. Participants were followed at mean intervals of 11 ± 2 months for a median of 2 (maximum 5) visits. According to the reliable change index, 56 intervals of cognitive testing showed a decline in global cognition. ROC analysis of change in MoCA, MMSE, and SCOPA-Cog global scores compared to gold standard testing found an area under the curve (AUC) of 0.55 (95% CI 0.48–0.62), 0.56 (0.48–0.63), and 0.63 (0.55–0.70) respectively. There were no significant differences in the AUCs across the tests. The sensitivity of the MoCA, MMSE, and SCOPA-Cog to change at various thresholds for decline in scores reached a maximum of 71% for a cut-off of 1 point change on the SCOPA-Cog. <b><i>Conclusion:</i></b> Using neuropsychological testing as a gold standard comparator, the performance of the MoCA, MMSE, and SCOPA-Cog for detecting decline in non-demented PD patients over a 1-year interval is poor. This has implications for clinical practice; stable scores may not be taken as reassurance of the absence of cognitive decline.
DOI: 10.17632/v642fyzh58
title: Investigations of the S-glycosyl transferases SunS and ThuS

description: Mass spectrometric data on the glycosylation of substrate analogs and with mutant enzymes
DOI: 10.6084/m9.figshare.23268524.v1
title: A timescale for placental mammal diversification based on Bayesian modelling of the fossil - data and code.

description: Data and code used to examine the age of placental mammals using the BBB model, for the paper '<strong>A timescale for placental mammal diversification based on Bayesian modelling of the fossil'</strong>. The log files are the output files from running the BBB analysis with placental mammals. The code provided downloads the data from the PBDB, formats it for use with the BBB model, and formats it after running the analysis. <br> https://www.cell.com/current-biology/fulltext/S0960-9822(23)00767-4 <br>
DOI: 10.6084/m9.figshare.26340226.v1
title: miniImageNet.zip

description: The Mini-ImageNet dataset of Few-Shot learning.
DOI: 10.6084/m9.figshare.8123558.v1
title: House 11 in ENERTALK dataset

description: Zip files enertalk-dataset-{house_number} contain a directory for each houses. Each directory holds a set of subdirectories that contain Parquet files for the daily aggregate and appliance-level data. The naming convention for these subdirectories is “” (e.g. “20161124” for November 24, 2016). The Parquet files are named “\_.parquet.gzip” (e.g. “01\_fridge.parquet.gzip”). In these names, the two-digit integer is uniquely associated with a distinct measuring device in a house. Each Parquet file consists of three columns: “timestamp,” “active\_power,” and “reactive\_power.” The “timestamp” column contains Unix timestamps in milliseconds, such that 1000 corresponds to one second. The “active\_power” column represents active power in watts and the “reactive\_power” column represents reactive power in VAR (volt-ampere reactive) units.
DOI: 10.17632/z9z5w93tb6
title: Supplementary file for "Intralesional vitamin D3 injection in the treatment of warts: A systematic review and meta-analysis"

description: This file inlcuded the supplementary figure, tabels and references of the article "Intralesional vitamin D3 injection in the treatment of warts: A systematic review and meta-analysis"
DOI: 10.5281/zenodo.15565108
title: Neutrino Masses, Dark Matter and Cosmological Inflation in the Noncommutative Geometric Unification Framework

description: This work completes the Standard Model particle spectrum and cosmological inflation within the noncommutative geometric unification paradigm. Key achievements include:• Neutrino mass hierarchy mνi ∝ γi exp(−i2/2αν) with γi = (1.2, 1.5, 3.0) and dark matter stabilization via topological invariant H = 2πk• Inflationary scalar perturbations from θ-fluctuations yielding ns = 0.9658, r = 0.0032, fNL = 2.7• Entropic origin of CMB anisotropies with characteristic non-Gaussian signatureTestable predictions: |mee| = 0.021 eV (LEGEND), σSI ∝ (⟨θ⟩/Λ)4 (XENONnT), fNL = 2.7 (CMB-S4).
DOI: 10.5281/zenodo.15565109
title: Neutrino Masses and Dark Matter in the Noncommutative Geometric Unification Framework

description: his work completes the Standard Model particle spectrum within the noncommutative geometric unification paradigm by resolving neutrino mass generation and dark matter stability. Key innovations include: (1) Seesaw mechanism via θµν-condensate with MR ∝ ⟨θ2⟩/MPlanck, (2) Sterile dark matter tensors nµν stabilized by topological invariants HTr(n ∧ n) = 2πk, and (3) Entropic protection of mass hierarchies mνi ∝ exp(−i 2/2αν). The model predicts PMNS mixing angles θij ∝ exp(−|i^2 − j^2|/2βν), direct detection cross sections σSI ∝ (⟨θ⟩/Λ)4, andtestable signatures for neutrino-less double beta decay (|mee| ≈ 0.03 eV) and darkmatter annihilation lines (Eγ = mDM).
DOI: 10.5281/zenodo.15568035
title: Neutrino Masses, Dark Matter and Cosmological Inflation in the Noncommutative Geometric Unification Framework

description: This work completes the Standard Model particle spectrum and cosmological inflation within the noncommutative geometric unification paradigm. Key achievements include:• Neutrino mass hierarchy mνi ∝ γi exp(−i2/2αν) with γi = (1.2, 1.5, 3.0) and dark matter stabilization via topological invariant H = 2πk• Inflationary scalar perturbations from θ-fluctuations yielding ns = 0.9658, r = 0.0032, fNL = 2.7• Entropic origin of CMB anisotropies with characteristic non-Gaussian signatureTestable predictions: |mee| = 0.021 eV (LEGEND), σSI ∝ (⟨θ⟩/Λ)4 (XENONnT), fNL = 2.7 (CMB-S4).
DOI: 10.6084/m9.figshare.13336862.v3
title: Metabolic perturbation associated with COVID 19 disease severity and SARS CoV-2 replication

description: Metabolomics data set of the manuscript titled "Metabolic perturbation associated with COVID‑19 disease severity and SARS‑CoV-2 replication" <br> Proteomics data also further added.
DOI: 10.6084/m9.figshare.19658253.v1
title: 10x Single-Cell RNAseq Colon (External Test Set)

description: Human epithelial, stromal, and B cells from colon with labels in a SingleCellExperiment object. These data can be used as an external test set for evaluating cell-type annotation classifiers. These cells are subsetted from data from the following study: <br> Smillie, C. S., Biton, M., Ordovas-Montanes, J., Sullivan, K. M., Burgin, G., Graham, D. B., ... & Regev, A. (2019). Intra-and inter-cellular rewiring of the human colon during ulcerative colitis. <em>Cell</em>, <em>178</em>(3), 714-730.
DOI: 10.6084/m9.figshare.8001362.v1
title: Full oral and gene database (csv format)

description: This is our complete database in csv format (with gene names, ID's, annotations, lengths, cluster sizes, and taxonomic classifications) that can be queried on our website. The difference is that it does not have the sequences – those can be downloaded in other files on figshare. This file, as well as those, can be parsed and linked by the gene identifier.<br>We recommend downloading this database and parsing it yourself if you attempt to run a query that is too large for our servers to handle.
DOI: 10.17632/57t9j8gm53
title: Circadian rhythms in the metabolome across multiple tissues during aging in mice

description: This repository belongs to the manuscript by Buijink et al. titled 'Loss of temporal coherence in the circadian metabolome across multiple tissues during aging in mice'. See manuscript and README.md file for more information.
DOI: 10.17632/br4cdprntv
title: Data in manuscript titled 'Fracture mechanism of adhesive single-lap joints with composite adherends under quasi-static tension'

description: The research is aimed to understanding of the fracture mechanism of Single-lap joints (SLJs) with composite adherends. The main findings of the research are as follow.  Fracture surface of SLJs are observed in detail with scanning electron microscope.  Crack initiation of both types of SLJs are captured by high-speed camera.  Fracture process of SLJs are demonstrated based on experimental results.  Sand paper treatment shows an effect on the failure modes of SLJs.  CZM with experimentally obtained parameters predicts the failure modes and failure loads well. The raw data include the results of tensile test and short beam shear test of a CFRP as well as the tensile test results of 4 types of SLJs. The processed data are derived from the raw data, mainly in the form of figure.
DOI: 10.25442/hku.14807841.v1
title: Digital Dental Photography 2020-2021.pdf

description: The practical clinical photography manual is a product of the student-led course on Digital Clinical Photography written by seven senior BDS students under the supervision of Professor MG Botelho.
DOI: 10.6084/m9.figshare.1381853.v5
title: SpeciesInteractions_EID2

description: Species interactions contained in this dataset indicate the possibility of one species (Cargo) having an interaction with another species (Carrier). This dataset comprises the following fields: 1 Cargo: name of cargo species. 2 Cargo classification: the taxonomic classification of the cargo (e.g. bacteria, virus, etc.) 3 Carrier: name of carrier species. 4 Carrier classification: the taxonomic classification of the carrier (e.g. human, domestic, primates, mammals, etc.) 5 Sequences count: Total number of nucleotide sequences supporting the interaction. 6 Publication count: Total number of PubMed publications supporting the interaction. 7 Sequences: semi colon separated list of the nucleotide sequence identifiers (GIs) that can be used to retrieve these sequences from the NCBI Nucleotide database. For readability purposes this list was restricted to a maximum of 100 identifiers. 8 Publications: semi colon separated list of the PubMed citation identifiers (PMIDs) that can be used to retrieve these publications from the NCBI PubMed database. For readability purposes this list was restricted to a maximum of 100 identifiers.
DOI: 10.6084/m9.figshare.29120096.v1
title: gcode files halfshed_3DCP and Fullshed_PLA

description: gcode files for paper "Integrated Simulation and Visualization Systems for Improving 3D Construction Printing Prototyping Processes"
DOI: 10.6084/m9.figshare.971150.v1
title: The physics of the Earths atmosphere I. Phase change associated with tropopause. Supplementary Information

description: Supplementary information dataset for the following article: M. Connolly and R. Connolly (2014). The physics of the Earth's atmosphere I. Phase change associated with tropopause. Open Peer Rev. J., 19 (Atm. Sci.), ver 0.1 (non peer-reviewed draft) <strong>Abstract of article</strong> Atmospheric profiles in North America during the period 2010-2011, obtained from archived radiosonde measurements, were analysed in terms of changes in molar density (D) with pressure (P). This revealed a pronounced phase change at the tropopause. The air above the tropopause (i.e., in the tropopause/stratosphere) adopted a “heavy phase”, distinct from the conventional “light phase” found in the troposphere. This heavy phase was also found in the lower troposphere for cold, Arctic winter radiosondes. Reasonable fits for the complete barometric temperature profiles of all the considered radiosondes could be obtained by just accounting for these phase changes and for changes in humidity. This suggests that the well-known changes in temperature lapse rates associated with the tropopause/stratosphere regions are related to the phase change, and not “ozone heating”, which had been the previous explanation. Possible correlations between solar ultraviolet variability and climate change have previously been explained in terms of changes in ozone heating influencing stratospheric weather. These explanations may have to be revisited, but the correlations may still be valid, e.g., if it transpires that solar variability influences the formation of the heavy phase, or if the changes in incoming ultraviolet radiation are redistributed throughout the atmosphere, after absorption in the stratosphere. The fits for the barometric temperature profiles did not require any consideration of the composition of atmospheric trace gases, such as carbon dioxide, oxone or methane. This contradicts the predictions of current atmospheric models, which assume the temperature profiles are strongly influenced by greenhouse gas concentrations. This suggests that the greenhouse effect plays a much smaller role in barometric temperature profiles than previously assumed.
DOI: 10.17632/355y629ynj
title: Sugarcane Leaf Dataset

description: “Sugarcane Leaf Dataset" consisting of 6748 high-resolution leaf images classified into nine disease categories.  It also includes dried and healthy leaves images of sugar cane leaves.
DOI: 10.17632/36zkrpjs7z
title: Data for: MAPPING CHARACTERISTICS OF AT-RISK POPULATION TO DISASTERS IN THE CONTEXT OF BRAZILIAN EARLY WARNING SYSTEM

description: This dataset includes 6.437 polygons of BATER from 825 brazilian municipalites with landslides and hydrological risk areas that was used to characterize the at-risk population in this present article. Also is available the data dictionary that describes the variables about the residents and households. This datased was produced in 2018 by CEMADEN and IBGE, as detailed in the article. It is available for everyone in the link: https://www.ibge.gov.br/apps/populacaoareasderisco/
DOI: 10.17632/dmk5h5sz6j
title: Twitter Dataset: Hashtag #demonetization

description: This dataset contains tweets collected using the hashtag #demonetization over a period from December 17 to December 27, 2016. The dataset includes a total of 15,844 tweets and includes retweets. It provides a snapshot of public sentiment and discourse surrounding the demonetization policy introduced by the Indian government during that period. The tweets are raw and have been extracted using the Twitter API, making them suitable for sentiment analysis, topic modeling, and other forms of textual analysis to understand public reaction and opinion during the demonetization campaign.
DOI: 10.17632/pfb2cwpt5x
title: Contribute of cytokines and macrophages in Paclitaxel and Oxaliplatin rat models raw data

description: Data refer to the contribute of cytokines and macrophages in two chronic models of chemotherapy-induced peripheral neuropathy (CIPN) comparing paclitaxel (PTX)- and oxaliplatin (OHP)-induced CIPN in rats. Results consists in behavioural, morphological/ morphometrical and neurophysiological assessments, obtained with the administration of PTX 10 mg/kg once a week and OHP 5 mg/kg twice a week.
DOI: 10.6084/m9.figshare.12250205.v3
title: Metrics and KPIs identified in the study

description: List of metrics identified and KPIs collected during the study "Digital Supply Chain Performance Measures- A Literature Review"
DOI: 10.6084/m9.figshare.25927362.v1
title: LBDNet interlaboratory comparison for the dicentric chromosome assay by digitized image analysis applying weighted robust statistical methods

description: This interlaboratory comparison was conducted to evaluate the performance of the Latin-American Biodosimetry Network (LBDNet) in analyzing digitized images for scoring dicentric chromosomes from <i>in vitro</i> irradiated blood samples. The exercise also assessed the use of weighted robust algorithms to compensate the uneven expertise among the participating laboratories. Three sets of coded images obtained through the dicentric chromosome assay from blood samples irradiated at 1.5 Gy (sample A) and 4 Gy (sample B), as well as a non-irradiated whole blood sample (sample C), were shared among LBDNet laboratories. The images were captured using the Metafer4 platform coupled with the AutoCapt module. The laboratories were requested to perform triage scoring, conventional scoring, and dose estimation. The dose estimation was carried out using either their laboratory calibration curve or a common calibration curve. A comparative statistical analysis was conducted using a weighted robust Hampel algorithm and z score to compensate for uneven expertise in dicentric analysis and dose assessment among all laboratories. Out of twelve laboratories, one had unsatisfactory estimated doses at 0 Gy, and two had unsatisfactory estimated doses at 1.5 Gy when using their own calibration curve and triage scoring mode. However, all doses were satisfactory at 4 Gy. Six laboratories had estimated doses within 95% uncertainty limits at 0 Gy, seven at 1.5 Gy, and four at 4 Gy. While the mean dose for sample C was significantly biased using robust algorithms, applying weights to compensate for the laboratory’s analysis expertise reduced the bias by half. The bias from delivered doses was only notable for sample C. Using the common calibration curve for dose estimation reduced the standard deviation (<i>s</i>*) estimated by robust methods for all three samples. The results underscore the significance of performing interlaboratory comparison exercises that involve digitized and electronically transmitted images, even when analyzing non-irradiated samples. In situations where the participating laboratories possess different levels of proficiency, it may prove essential to employ weighted robust algorithms to achieve precise outcomes.
DOI: 10.6084/m9.figshare.3555711.v1
title: Appendix B. Allometric relationships of total leaf dry mass used as a proxy for litter production.

description: Allometric relationships of total leaf dry mass used as a proxy for litter production.
DOI: 10.17632/26kndg8xsw
title: DatasetCode

description: Sign Language Convert to Urdu Language
DOI: 10.17632/6wx4n25h4v
title: Polysomnographic records of patients with disorders of consciousness

description: Dataset contains 43 polysomnographic records 6 hours long each of patients with persistent disorders of consciousness, i.e. vegetative state and minimally conscious state, made in Federal Scientific and Clinical Center of Intensive Care Medicine and Rehabilitation, Russia. All records are in .edf format. The name of the file contains a number of patient and the level of consciousness: Patient_1_VS means, that patient №1 is in vegetative state, Patient_2_MCS+ means that patient №2 is in minimally conscious state plus. Each record include 2 EOG channels, 1 EMG channel, and EEG channels over frontal, central and occipital zones. EEG channels may have different references and different number of channels depending on the quality of the record. "SOMNOScreen Plus" polysomnographic equipment wae used fo obtaining the data.
DOI: 10.17632/7t964jmmy3
title: TeaLeafAgeQuality: Age-Stratified Tea Leaf Quality Classification Dataset

description: The "TeaLeafAgeQuality" dataset is curated for tea leaf classification, detection and quality prediction based on leaf age. This dataset encompasses a comprehensive collection of tea leaf images categorized into four classes corresponding to their age-based quality:

Category T1: Age 1 and 2 days, representing the highest quality tea leaves. (562 Raw Images)
Category T2: Age 3 to 4 days, indicating good quality tea leaves. (615 Raw Images)
Category T3: Age 5 to 7 days, indicating average or below-average quality tea leaves. (508 Raw Images)
Category T4: Age 7+ days, denoting tea leaves unsuitable for brewing drinkable tea. (523 Raw Images)

Each category includes images depicting tea leaves at various stages of their age progression, facilitating research and analysis into the relationship between leaf age and tea quality. The dataset aims to contribute to the advancement of deep learning models for tea leaf classification and quality assessment.

This dataset comprises three versions: the first is raw, unannotated data, offering a pure, unmodified collection of tea leaves collected from the different tea gardens located at Sylhet, Bangladesh. The second version includes precise annotations, classified into four categories: T1, T2, T3, and T4, for targeted analysis. Finally, the third version contains both annotated and augmented data, enhancing the dataset for more advanced research applications. Each version caters to different levels of data analysis, from basic to complex.
DOI: 10.6084/m9.figshare.28512992.v1
title: <b>Экстракорпоральная детоксикация при абдоминальном септическом шоке с острым повреждением почек: проспективное интервенционное контролируемое исследование</b><b>(часть </b><b>I</b><b>)</b>

description: <b><i>Актуальность.</i></b><b> </b>Экстракорпоральная детоксикации (ЭКД) при септическом шоке (СШ) с острым повреждением почек (ОПП) остается дискуссионной.<b><i>Цель исследования.</i></b><b> </b>Оценить эффективность ЭКД у пациентов с абдоминальным СШ осложненного ОПП.<b><i>Материалы и методы.</i></b><b> </b>Группа 1: 34 пациента – получали продленную гемодиафильтрацию (ПВВГДФ по неотложным показаниям). Группа 2: 35 пациентов – ранняя изолированная ПВВГДФ. Группа 3: 32 пациента – ранняя комбинированная ЭКД (СПФ + ПВВГДФ). Выполняли сравнительный анализ клинико-лабораторных показателей.<b><i>Результаты.</i></b><b> </b>Комбинированная ЭКД с 1 по 5-е сутки терапии продемонстрировала: снижение СРБ с 223,9 до 140,9 мг/л (<i>р</i>=0,001; -37,1%) vs группа 2 (219,7 до 179,2 мг/л; <i>р</i>=0,012; -18,4%) и группа 1 (214,5 до 189,3 мг/л; <i>р</i>=0,332; -11,7%); ИЛ-6: 242,8 до 70,3 пг/мл (<i>р</i>=0,002; -71,1%) vs группа 2 (233,7 до 123,4 пг/мл; <i>р</i>=0,003; -47,2%) и группа 1 (247,4 до 184,3 пг/мл; <i>р</i>=0,037; -25,5%); ФНО: 20,1 до 4,6 пг/мл (<i>р</i>=0,009; -77,1%) vs группа 2 (19,4 до 11,9 пг/мл; <i>р</i>=0,001; -38,7%) и группа 1 (21,4 до 20,5 пг/мл;<i> р</i>=0,081; -4,2%); цистатина-С: 1,45 до 0,85 мкг/мл (<i>р</i>=0,003; -41,4%) vs группа 2 (1,6 до 1,2 мкг/мл; <i>р</i>=0,016; -25%) и рост в группе 1 (1,5 до 1,9 мкг/мл; <i>р</i>=0,008; +22,7%); повышение СКФ: 49 до 69 мл/мин/1,73 м² (<i>р</i>=0,003; +40,8%) vs группа 2 (42 до 57 мл/мин/1,73 м²; <i>р</i>=0,032; +35,7%) и снижение в группе 1 (48 до 41 мл/мин/1,73 м²; <i>р</i>=0,026; -14,6%).<b><i>Выводы.</i></b><b> </b>Комбинированная детоксикация значимо снижает маркеры воспаления и улучшает функцию почек по сравнению с изолированной ЗПТ как в раннем, так и в отсроченном периоде.
DOI: 10.6084/m9.figshare.8072438.v1
title: Dataset associated with "A genetically encoded probe for imaging nascent and mature HA-tagged proteins in vivo"

description: Here are the raw images and movies for the associated manuscript.<br>
DOI: 10.6084/m9.figshare.12456158.v1
title: Data for Published Figures

description: Intermediate band InGaN/GaN solar cell on silicon publication data for Communications materials
DOI: 10.6084/m9.figshare.3568758.v1
title: Appendix D. Untransformed data plots of richness, species diversity, and functional group diversity against all ecosystem processes.

description: Untransformed data plots of richness, species diversity, and functional group diversity against all ecosystem processes.