cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25452/figshare.plus.24693249.v1
title: File 27_Individual excel files slow speed.

description: This data belongs to a manuscript submitted to Data in Brief, in which the content and lay-out of this data is described in detail. Data overviews (including figures and tables for age and gender groups) can be found at OSF | Normative 3D gait data of healthy subjects walking at three different speeds on an instrumented treadmill in virtual reality.A normative gait dataset of 246 healthy adults (122 men / 124 women, range in age 18-91 years, body weight 46.80-116.10 kg, height 1.53-1.97 m and BMI 18.25-35.63 kg/m<sup>2</sup>) is presented and publicly shared for three walking speed conditions (comfortable, slow and fast speed).Three dimensional gait analysis was performed at the Computer Assisted Rehabilitation Environment (CAREN) at the Maastricht University Medical Centre (MUMC+). Subjects walked on the instrumented treadmill surrounded with twelve 3D cameras, three 2D cameras and a virtual environment projected on a 180° screen using the Human Body Lower Limb Model with trunk markers (HBM-II) as biomechanical model.Subjects walked at comfortable walking speed, 30% slower and 30% faster. These walking speed conditions were applied in a random sequence. Comfortable walking speed was determined using a RAMP protocol: subjects started to walk at 0.5 m/s and every second the speed was increased wit 0.01 m/s until comfortable speed was reached. The average of three repetitions was considered the comfortable speed. For each walking speed condition, 250 steps were recorded.The 3D gait data was collected using the D-flow CAREN software. Raw data were processed in Matlab (Mathworks 2016), including quality check, step determination and the exportation of data to xls. Processed data includes spatiotemporal parameters, medio-lateral (ML) and back-forward (BF) margins of stability (MoS), 3D joint angles, anterior-posterior (AP) and vertical GRFs, 3D joint moments and 3D joint power of both legs.The attached files include the processed data for each adult for walking at slow (comfortable -30%) speed containing spatiotemporal parameters, MoS, joint angles, GRF, joint moments, joint power including every valid step of both legs.The title of this file (27_individual excel files) corresponds to the associated manuscript (submitted to Data in Brief)<br>
DOI: 10.6084/m9.figshare.12416081.v1
title: Carbon isotopic and lithologic constraints on the sources and cycling of inorganic carbon in four larger rivers: the Yangtze, Yellow, Pearl, and Heilongjiang in China

description: This data set provides details for concentrations and carbon isotopic (δ<sup>13</sup>C and Δ<sup>14</sup>C) compositions of DIC and Ca<sup>2+</sup>, Mg<sup>2+ </sup>measurements in the water samples collected from the Yangtze, Yellow, Pearl and Heilongjiang in China during 2015-2018. <br>
DOI: 10.6084/m9.figshare.28287608.v1
title: MFT Acute Pharmacy dataset

description: MFT Acute Pharmacy dataset from EPIC patient management system
DOI: 10.6084/m9.figshare.28821068.v1
title: Uncorrected Radial Intensity profile of LG beams with varying azimuthal index

description: Uncorrected intensity profiles for Laguerre-Gaussian beams
DOI: 10.6084/m9.figshare.3180826.v1
title: WAST CHNRI survey data v2.xlsx

description: The data show the results of a CHNRI survey of nutrition experts on priorities in research on the relationships between wasting and stunting. The survey was carried out online and respondents were asked to prioritise from a list of possible research questions.
DOI: 10.6084/m9.figshare.7934171.v1
title: gVCF_HG04216

description: 1000 Genomes gVCF mapped to hs37d5 for HG04216. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
DOI: 10.17632/npy96r94p2
title: Systematic review data

description: Secondary aggregate data for systematic review of pregnancy outcomes in PCOS
DOI: 10.17632/jhs4ydkyvb
title: Data for: Reconstructing South China in the Mesoproterozoic and its role in the Nuna and Rodinia supercontinents

description: Table S1 Zircon U–Pb analytical results for the Mesoproterozoic igneous rocks and sediments in the western Yangtze Block Table S2 Zircon Lu-Hf analytical results for the samples from Kunyang Group of the western Yangtze Block Table S3 Major oxides, trace elemental and Sr-Nd isotopic analytical results the Mesoproterozoic igneous rocks in the western Yangtze Block Table S4 Sources for data compiled in Figure 2a
DOI: 10.6084/m9.figshare.16570566.v1
title: Foot

description: Fetal foot ultrasound
DOI: 10.6084/m9.figshare.16987912.v3
title: Clutch Size and Emu Incubation

description: Incubation Capacity of the Emu, Dromaius novaehollandiae
DOI: 10.6084/m9.figshare.24298900.v1
title: Supplementary Material for: Autologous Retinal Transplant Repeat Surgery after Initial Graft Failure: A Case Report

description: Autologous Retinal Transplant (ART) has become an increasingly explored surgical option for managing large chronic holes refractory to standard surgical treatments. However, management strategies for patients who already failed a previous ART are less well-understood. Here, we report on a case of a successful repeat retinal transplant for a refractory macular hole after a previously dislocated ART graft. Subretinal injection of balanced salt solution (BSS) was used to partially elevate the macular hole and secure the edge of the harvested retinal graft under the edge of the macular hole in the second operation. Postoperatively, the patient developed intraretinal fluid within the retinal graft with an appearance similar to cystoid macular edema, which was controlled with topical steroids. In addition, two separate choroidal neovascular membranes along the subretinal injection sites were seen and treated with VEGF down-regulation. This case illustrates successful repeat ART surgery, but further optimization of ART surgical techniques is necessary to minimize ART's complication rate.
DOI: 10.6084/m9.figshare.28711067.v1
title: Axial Imaging

description: Particle trapped by optical tweezers system, captured using axial imaging system.
DOI: 10.6084/m9.figshare.29132600.v1
title: Individual_ratings.csv

description: This is the individual ratings before any aggregations, where the dataset is long format, and one row represents one ratings given by one participant. The attached R script is used to calculate the effective IRR.
DOI: 10.6084/m9.figshare.c.3603281_d5.v1
title: Additional file 10: Dataset S4. of Transcriptome profiling and comparison of maize ear heterosis during the spikelet and floret differentiation stages

description: ASE patterns in hybrid in the floret differentiation stage. (XLSX 1280 kb)
DOI: 10.17632/g4jp8wd6f6
title: Nitric oxide uptake in the lungs in smokers with emphysema

description: Hypothesis
Since its introduction in 1983, pulmonary diffusing capacity for nitric oxide (DLNO) has been underutilized clinically, partly due to limited awareness of its potential alongside pulmonary diffusing capacity for carbon monoxide (DLCO). This study evaluates DLNO’s effectiveness in predicting and classifying emphysema compared to DLCO or spirometry alone using standardized z-scores. It was hypothesized that DLNO z-scores would outperform conventional diagnostic metrics, either alone or in combination with DLCO.

Data Overview
This analysis pooled data from four published studies: (1) Int J Chron Obstruct Pulm Dis (2024), (2) Pneumologie (2021), (3) Eur Respir J (1990), and (4) Respir Med (2009). Studies 2, 3, and 4, which used breath-hold times (BHT: 8–12 s), were analyzed across three European hospitals. Participants were categorized as smokers with CT-diagnosed emphysema or smokers without emphysema.

Data Processing
Quality control excluded cases with BHTs outside 8–12 s, alveolar volume/total lung capacity (VA/TLC) ≥ 1.00, inspired volume/forced vital capacity (IV/FVC) &lt; 0.85, or forced expiratory volume in one second (FEV1)/FVC ≥ 1.00. Non-emphysema cases with a residual volume/total lung capacity (RV/TLC) ratio &lt; 0.20 were also excluded.

Analysis
After filtering, 408 patients remained (20% emphysema, 80% no emphysema). LASSO regression identified key variables, including z-scores of FEV1/FVC, FEV1, DLCO, TLC, RV/TLC, DLNO, KNO, KCO, and VA. Binary logistic regression was then applied, and model performance was assessed using Matthews correlation coefficient (MCC) for classification and the area under the receiver operating characteristic curve (AUROC) for discrimination.

Notable Findings
The best model incorporated z-scores of DLNO, FEV1, and TLC, yielding the lowest Bayesian Information Criterion (BIC). Substituting DLCO for DLNO increased the BIC, indicating a worse fit. The MCC for this model was 0.80 (95% CI: 0.68–0.89), and AUROC was 0.97 (95% CI: 0.95–0.98). A summed z-score model of DLCO, FEV1/FVC, and FEV1 also performed well but was less effective than the DLNO-based model.

Implications
No single predictor provided optimal diagnostic accuracy. Instead, DLNO combined with FEV1 and TLC significantly improved classification, outperforming traditional spirometry-based models. These findings support integrating DLNO into routine emphysema diagnostics, as it surpasses DLCO in predictive value and enhances clinical assessments.
DOI: 10.17632/npnv4tsbg7
title: Wrist-worn sensor validation for heart rate variability and electrodermal activity detection in a stressful driving environment

description: The current dataset contributes to assess the accuracy of the Empatica 4 (E4) wristband for the detection of heart rate variability (HRV) and electrodermal activity (EDA) metrics in stress-inducing conditions and growing-risk driving scenarios. Heart Rate Variability (HRV) and ElectroDermal Activity (EDA) signals were recorded over six experimental conditions (i.e., Baseline, Video Clip, Scream, No Risk Driving, Low-Risk Driving, and High-Risk Driving) and by means of two measurement systems: the E4 device and a gold standard system. The raw quality of the physiological signals was enhanced by means of robust semi-automatic reconstruction algorithms. Heart Rate Variability time-domain parameters showed high accuracy in motion-free experimental conditions, while Heart Rate Variability frequency-domain parameters reported sufficient accuracy in almost every experimental condition.

Folder 01 contains both HRV and EDA parameters for every experimental condition, according to the Gold Standard measurement system and the Empatica 4 device, in two separate Excel files.

Folder 02 contains supplementary material on the assessment of the signals quality.

Folder 03 contains the Bland-Altman plot for each HRV and EDA parameter and for each condition (1 .png file per each parameter), and an excel file that resumes the Bland-Altman analyses numerical outcomes.
DOI: 10.17632/zmw8zc766s
title: Data for: A practical photogrammetric workflow in the field for the construction of a 3D rock joint surface database

description: The dataset is the 3D rock joint surface database mentioned in the manuscript, which are point cloud files of 310 samples stored in Stanford Triangle Format (*.ply). All samples are processed into standard raster data sets and have realistic colorful texture, which is convenient for researchers to evaluate the roughness of the rock joint surface from a 2D or 3D perspective. The rock joint surface database can also be extended using 3D printing technology. The artificial rock joint surface samples with real morphological features can be reproduced and tested in the laboratory. We hope the supplementary data can increase the visibility and impact of our work. The compressed package contains samples collected from two sites. Each database contains three folders (point cloud segments: "01 PLY File"; images of rock joint: "02 TIF File"; anisotropic visualization results: "03 Polar Plot" ) and one Excel data for joint surface roughness evaluation.
DOI: 10.6084/m9.figshare.10003406.v1
title: Biomechanical and functional aspects of the musculoskeletal system of runners: chronic effects of therapeutic exercise and aging

description: Real dataset of assessed at baseline and randomly allocated to either an intervention (n=56) or control (n=62)group. The intervention group received an 8-week course of training focused on the foot-ankle muscles. Thetraining protocol included 12 exercises performed 3 times a week. Assessments consisted of three separatebiomechanical evaluations of foot strength and foot posture, and a weekly report on each participant’s runningdistance, pace, and injury incidence over 12 months.
DOI: 10.6084/m9.figshare.13562348.v1
title: CHINA AND ITALY.xlsx

description: This file contains data on cases and deaths by the new coronavirus in China and the first wave in Italy, collected since May 13. Due to the high amount of contaminated and dead launched in February 13th and April 17th, in China, we redistributed the data, maintaining the original shape of the curve. These data were used to build the epidemiological curves of the countries, aiming to enable the analysis of health management.
DOI: 10.6084/m9.figshare.7905407.v1
title: Landmarks for geometric morphometric analysis of Batrachuperus karlschmidti

description: Landmarks for geometric morphometric analysis. The tps files can only be viewed using tpsDig2 program, and should be opened along with the images.
DOI: 10.17632/jft6gn5hc6
title: Triatom: programs for the calculation of ro-vibrational spectra of triatomic molecules

description: Abstract The TRIATOM program suite calculates energy levels, wavefunctions, and where appropriate, dipole transition moments and spectra, for rotating and vibrating triatomic molecules. Potential energy, and where necessary, dipole surfaces must be provided. The programs use an exact (within the Born-Oppenheimer approximation) Hamiltonian, offer a choice of several body-fixed, internal coordinate systems based on two distances and an included angle and employ basis function expansions of orthogonal po... Title of program: SPECTRA Catalogue Id: ABLA_v2_0 [ACNB] Nature of problem SPECTRA generates synthetic, frequency ordered, emission or absorption spectra as a function of temperature. Gaussian line profiles and blended lines can be generated. Absolute intensities can be calculated if the necessary data to calculate the partition function is supplied. Versions of this program held in the CPC repository in Mendeley Data abla_v1_0; SPECTRA; 10.1016/0010-4655(89)90074-X abla_v2_0; SPECTRA; 10.1016/0010-4655(93)90048-H abla_v3_0; SPECTRA; 10.1016/j.cpc.2003.10.003 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/wx3v67wb3w
title: Data for Ros et al., Descending control and regulation of spontaneous flight turns in Drosophila. Curr. Biol.

description: See the README.docx file copied in each folder.
DOI: 10.6084/m9.figshare.15181038.v1
title: Datasets supporting Pant et al. Communications Biology

description: Fig1e.txt and Fig1f.txt: Corresponds to the dataset in Figure 1e and 1f of the paper. First column is the simulation time in ns, and rest of the column corresponds to the different instances (distances in Å). <br>Fig3a.txt: Corresponds to the PIP2 dissociation for 3 respective R214Q systems<br>Fig3d.txt: Corresponds to the PIP2 dissociation for 3 respective K219N systems<br><br><br>Fig3g.txt: Corresponds to the PIP2 dissociation for 3 respective R325Q systems<br><br>Fig3j.txt: Corresponds to the PIP2 dissociation for 3 respective R353Q systems<br><br>Fig7c-wPIP.txt: Corresponds the orientational changes captured in the presence of PIP2 lipids, as shown in Fig7c. <br>Fig7c-woPIP.txt: Corresponds the orientational changes captured in the absence of PIP2 lipids, as shown in Fig7c. <br><br>Fig7c-R353Q.txt: Corresponds the orientational changes captured in the mutant protein, as shown in Fig7c. <br><br>All the experimental raw data files are named as : CommsBio-20-2352T_FigXX_data.xlsx; where XX corresponds to figure number and panel.
DOI: 10.6084/m9.figshare.20157119.v1
title: Supplementary Material for: Stratifying Future Stroke Risk with Incidentally Discovered White Matter Disease Severity and Covert Brain Infarct Site

description: <b><i>Background:</i></b> Covert cerebrovascular disease (CCD) includes white matter disease (WMD) and covert brain infarction (CBI). Incidentally discovered CCD is associated with increased risk of subsequent symptomatic stroke. However, it is unknown whether the severity of WMD or the location of CBI predicts risk. <b><i>Objectives:</i></b> The aim of this study was to examine the association of incidentally discovered WMD severity and CBI location with risk of subsequent symptomatic stroke. <b><i>Method:</i></b> This retrospective cohort study includes patients aged ≥50 years old in the Kaiser Permanente Southern California health system who received neuroimaging for a nonstroke indication between 2009 and 2019. Incidental CBI and WMD were identified via natural language processing of the neuroimage report, and WMD severity was classified into grades. <b><i>Results:</i></b> A total of 261,960 patients received neuroimaging; 78,555 patients (30.0%) were identified to have incidental WMD and 12,857 patients (4.9%) to have incidental CBI. Increasing WMD severity is associated with an increased incidence rate of future stroke. However, the stroke incidence rate in CT-identified WMD is higher at each level of severity compared to rates in MRI-identified WMD. Patients with mild WMD via CT have a stroke incidence rate of 24.9 per 1,000 person-years, similar to that of patients with severe WMD via MRI. Among incidentally discovered CBI patients with a determined CBI location, 97.9% are subcortical rather than cortical infarcts. CBI confers a similar risk of future stroke, whether cortical or subcortical or whether MRI- or CT-detected. <b><i>Conclusions:</i></b> Increasing severity of incidental WMD is associated with an increased risk of future symptomatic stroke, dependent on the imaging modality. Subcortical and cortical CBI conferred similar risks.
DOI: 10.6084/m9.figshare.25465681.v2
title: <b>Environmental factors and daily suicides: a time series analysis</b>

description: This study investigated the association between weather, air pollution, and suicide risk in Sousse. Methods: A two-time series analysis examined suicide cases recorded in the forensic service of Farhat Hached University Hospital of Sousse, confirmed by autopsy, over seven years (2010-2016). Climate data were retrieved from the Monastir-Airport weather station, and air pollution data were obtained from the National Agency for Environmental Protection's modelling platform.
DOI: 10.26188/24466189.v2
title: S: sight, sound, speculation (with site)

description: <br>In the opening image, we're transported to an arboretum flourishing on the ancestral lands of the Multnomah and Clackamas peoples, where a child reimagines his perspective of a well-known grassy expanse. Through the inventive use of binoculars, he shifts his view, exploring the meadow in a way that alters its scale and familiarity, inviting a new relationship with the landscape.The second image introduces us to a unique auditory experience with Underground radio, set against the backdrop of the territories of the Middle Chinookian Tribes, including the Clackamas and Cascades peoples. Here, a child tunes into a sonic collaboration birthed by the collective creativity of her peers and local artists, known collectively as Friends of the Secret Underground. This audio project represents a harmonious blend of youthful imagination and artistic expression, resonating deeply with the listeners on these historic lands.Completing this trio, the third image captures a moment at a summer Maker Camp held on lands historically belonging to the Umatilla, Walla Walla, and Clackamas people. A child delves into the realms of creativity and speculation, constructing an "art-bot" and engaging in a thoughtful inquiry into the concept of gender. By inviting the art-bot to select its identity from a range of options listed on a specially prepared board, the child navigates the complexities of identity and expression, embodying a dual exploration of the possibilities that lie within both the art-bot and the notion of gender itself.
DOI: 10.6084/m9.figshare.11687868.v3
title: Cerebral activity during peak emotion in response to music revealed by High-Density EEG.

description: This data set is related to the recording of HD-EEG data during the musical listening of chills-inducing music. Each participant (n=18) reported continuously his emotional state according to 3 levels of emotions; (1) Low pleasure, (2) High Pleasure, (3) Chills. This data set provide folders (format .mff) containing the data acquired during the experiment for each partipants from S1 to S18. <br>
DOI: 10.6084/m9.figshare.14034938.v2
title: Data set: 50 Muslim-majority countries and 50 richest non-Muslim countries based on GDP: Total number of COVID-19 cases and deaths on September 18, 2020

description: Associated with manuscript titled: Fifty Muslim-majority countries have fewer COVID-19 cases and deaths than the 50 richest non-Muslim countries<br><br>The objective of this research was to determine the difference in the total number of COVID-19 cases and deaths between Muslim-majority and non-Muslim countries, and investigate reasons for the disparities. <br><br>Methods: The 50 Muslim-majority countries had more than 50.0% Muslims with an average of 87.5%. The non-Muslim country sample consisted of 50 countries with the highest GDP while omitting any Muslim-majority countries listed. The non-Muslim countries’ average percentage of Muslims was 4.7%. Data pulled on September 18, 2020 included the percentage of Muslim population per country by World Population Review15 and GDP per country, population count, and total number of COVID-19 cases and deaths by Worldometers.16 The data set was transferred via an Excel spreadsheet on September 23, 2020 and analyzed. To measure COVID-19’s incidence in the countries, three different Average Treatment Methods (ATE) were used to validate the results. <br>Results published as a preprint at https://doi.org/10.31235/osf.io/84zq5<br><br>(15) Muslim Majority Countries 2020 [Internet]. Walnut (CA): World Population Review. 2020- [Cited 2020 Sept 28]. Available from: http://worldpopulationreview.com/country-rankings/muslim-majority-countries (16) Worldometers.info. Worldometer. Dover (DE): Worldometer; 2020 [cited 2020 Sept 28]. Available from: http://worldometers.info