cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25442/hku.26820532.v1
title: Supporting data for "Revealing the Potential of 3D Facial Imaging: Exploring Feasibility, Reliability, and ClinicalApplications in Craniofacial Practice"

description: The dataset "Anthropometric and Digital measurements for orthognathic and cleft patients with analytic reference lines and lip positioning assessment" contains measurements and analyses related to four studies investigating the potential of 3D facial imaging in craniofacial practice. The dataset includes four folders, each with files related to specific measurements and analyses conducted in each study. The first folder, "Anthropometric and Digital measurements for orthognathic patients," contains files related to the digital and direct anthropometry measurements for orthognathic patients. The second folder, "Anthropometric and Digital measurements for cleft patients," contains files related to the digital and direct anthropometry measurements for cleft patients. The third folder, "Profile Image Analysis Dataset with Analytic Reference Line Measurements," contains files related to the measurements for various analytic reference lines, aesthetically pleasing profile subjects, and moviestars sorted according to S and E line criteria. The fourth folder, "Facial Convexity and Lip Positioning Measurements in Pre and Post-Surgery Groups, based on True and Modified Chin Position," contains files related to the facial convexity angle and lip positioning measurements in pre and post-surgery groups, based on true and modified chin position.<br>The files provide comprehensive data on the facial morphology and treatment outcomes of orthognathic and cleft patients, as well as the reliability and validity of using 3D facial imaging for clinical applications. The first study, "<i>Can smartphones be used for routine dental clinical application? A validation study for using smartphone-generated 3d facial images</i>," involves the validation of using smartphone-generated 3D facial images for routine dental clinical applications. The second study, "<i>Smartphone-generated 3d facial images: reliable for routine assessment of the oronasal region of patients with cleft or mere convenience? A validation study,</i>" validates the reliability of using smartphone-generated 3D facial images for the routine assessment of the oronasal region of patients with cleft. The third study, "<i>The reliability of analytic reference lines for determining aesthetically pleasing lip position: an assessment of consistency, sensitivity, and specificity</i>," assesses the reliability of analytic reference lines in determining aesthetically pleasing lip position. Finally, the fourth study, "<i>Determining post-orthognathic surgery profile: a validation study on the potential of modified chin point as a reliable predictor</i>," investigates the potential of modified chin point as a reliable predictor of post-orthognathic surgery profile<br>
DOI: 10.5522/04/28772076.v1
title: freely_moving_photometry_data: raw photometry data

description: Dopaminergic action prediction errors serve as a value-free teaching signalAnimals’ choice behavior is characterized by two main tendencies: taking actions that led to rewards and repeating past actions. Theory suggests these strategies may be reinforced by different types of dopaminergic teaching signals: reward prediction error to reinforce value-based associations and movement-based action prediction errors to reinforce value-free repetitive associations. Here we use an auditory-discrimination task in mice to show that movement-related dopamine activity in the tail of the striatum encodes the hypothesized action prediction error signal. Causal manipulations reveal that this prediction error serves as a value-free teaching signal that supports learning by reinforcing repeated associations. Computational modelling and experiments demonstrate that action prediction errors alone cannot support reward-guided learning but when paired with the reward prediction error circuitry they serve to consolidate stable sound-action associations in a value-free manner. Together we show that there are two types of dopaminergic prediction errors that work in tandem to support learning, each reinforcing different types of association in different striatal areas.This is the dataset with the raw fiber photometry - not demodulated or smoothed. If you want the demodualted data this is in the processed_data upload 'processed_data including aligned traces, demodulated photometry and restructured behavioral events'. Look for files with structure mousename_date_smoothed_signal.npy in the processed data folder.To demodulate the raw data and align with behavioral events (raw bpod data) see code (https://github.com/SainsburyWellcomeCentre/SJLab_APE_paper/tree/main/APE_paper_photometry_code_francesca) SJLab_APE_paper/APE_paper_photometry_code_francesca/data_preprocessing/pre_processing.py. This script requires the raw bpod files (raw behavioral data) found in upload in this figshare project called 'bpod_data raw behavioral files for all sessions, not just for photometry'.
DOI: 10.6084/m9.figshare.20363197.v7
title: Efficacy and safety of vutrisiran for patients with hereditary transthyretin-mediated amyloidosis with polyneuropathy: a randomized clinical trial

description: The study objective was to assess the effect of vutrisiran, an RNA interference therapeutic that reduces transthyretin (TTR) production, in patients with hereditary transthyretin (ATTRv) amyloidosis with polyneuropathy. HELIOS-A was a phase 3, global, open-label study comparing the efficacy and safety of vutrisiran with an external placebo group (APOLLO study). Patients were randomized 3:1 to subcutaneous vutrisiran 25 mg every 3 months (Q3M) or intravenous patisiran 0.3 mg/kg every 3 weeks (Q3W) for 18 months. HELIOS-A enrolled 164 patients (vutrisiran, <i>n</i> = 122; patisiran reference group, <i>n</i> = 42); external placebo, <i>n</i> = 77. Vutrisiran met the primary endpoint of change from baseline in modified Neuropathy Impairment Score +7 (mNIS+7) at 9 months (<i>p</i> = 3.54 × 10<sup>−12</sup>), and all secondary efficacy endpoints; significant improvements versus external placebo were observed in Norfolk Quality of Life-Diabetic Neuropathy, 10-meter walk test (both at 9 and 18 months), mNIS+7, modified body-mass index, and Rasch-built Overall Disability Scale (all at 18 months). TTR reduction with vutrisiran Q3M was non-inferior to within-study patisiran Q3W. Most adverse events were mild or moderate in severity, and consistent with ATTRv amyloidosis natural history. There were no drug-related discontinuations or deaths. Vutrisiran significantly improved multiple disease-relevant outcomes for ATTRv amyloidosis versus external placebo, with an acceptable safety profile. NCT03759379
DOI: 10.6084/m9.figshare.21950282.v1
title: KG-Hi-BKF Benchmark for Biomedical Knowledge Fusion

description: The KG-Hi-BKF benchmark datasets for the biomedical knowledge integration task, which is proposed in our SIGIR'2023 paper: "HiPrompt: Few-Shot Biomedical Knowledge Fusion via Hierarchy-Oriented Prompting". <br> There are two datasets: SDKG-DzHi repoDB-DzHi <br> Under each dataset, the files are organized as follows: ent_attr_KG.json ent_attr_Hi.json rel_trip_KG.csv hypo_hyper_pair_Hi.csv ent_links.csv zero_shot/ |-- test_ent_links.csv one_shot/ |-- support_ent_links.csv |-- test_ent_links.csv <br> where `ent_attr*.json` denotes entity attribute files, `rel_trip_KG.csv` denotes knowledge graph relational triples, `hypo_hyper_pair_Hi.csv` denotes hierarchy hyponym-hypernym term pairs, and `ent_links.csv` denotes all aligned entity-term pairs. The two subfolders `zero_shot/` and `one_shot/` provide the support&test split used in the paper. <br> If you use the datasets, please cite our paper ```BibTex @inproceedings{lu23HiPrompt,<br> title = {HiPrompt: Few-Shot Biomedical Knowledge Fusion via Hierarchy-Oriented Prompting},<br> author = {Lu, Jiaying and Shen, Jiaming and Xiong, Bo and Ma, Wengjing and Staab Steffen and Yang, Carl},<br> year = {2023},<br> month = {Apr.},<br> Series = {SIGIR 2023},<br> Booktitle = {46th International ACM SIGIR Conference on Research and Development in Information Retrieval - Short Paper},<br> } ```
DOI: 10.6084/m9.figshare.27411357.v2
title: ESM <b>Plasma proteins predict kidney function trajectories in type 2 diabetes</b>

description: AbstractObjective: The rate of decline in estimated glomerular filtration rate (eGFR) varies among patients with type 2 diabetes (T2D). We aimed to identify plasma proteins associated with diverse eGFR trajectories in T2D. Methods: We performed latent class mixed models analysis among T2D patients with relatively preserved kidney function (baseline eGFR ≥60 mL/min/1.73m2) from SMART2D (n=1285) and DN cohorts (n=798) to identify patterns of eGFR trajectories. Comprehensive proteomic association with eGFR trajectories was assessed using multivariable logistic regression in the SMART2D cohort. Results: Three distinct eGFR trajectories group: slow decline (92.2%), progressive decline (4.0%), and accelerated decline (3.8%) were identified in SMART2D and validated in DN cohort. Participants in the accelerated decline group exhibited the highest risk of progression to end-stage kidney disease (ESKD) (log-rank test, p&lt;0.0001). Among 1448 proteins analysed in the SMART2D cohort, 19 proteins, including KIM-1 (OR=2.95, 95% CI 2.01-4.32; p=2.95x10-8), MMP7 (OR=16.5, 95% CI 5.54-49.07; p=4.61x10-7), and VSIG4 (OR=7.38, 95%CI 3.22-16.89; p=2.24x10-6), were associated with accelerated decline and 1 protein (THBD) (OR=6.34, 95% CI 2.77–14.52; p=1.26x10−5) was associated with progressive decline, independent of traditional cardio-renal risk factors including baseline eGFR and urine albumin to creatinine ratio (uACR). Adding these proteins to clinical risk factors (age, sex, ethnicity, eGFR, uACR, HbA1c, diabetes duration, systolic blood pressure, triglyceride) improved AUC to 0.77 (delta 0.04,p=0.057) for progressive decline and 0.93 (delta 0.09,p&lt;0.001) for accelerated decline. Conclusion: Specific plasma proteins associated with progressive and accelerated eGFR decline. These proteins improved risk stratification for T2D patients beyond traditional cardio-renal risk factors.
DOI: 10.6084/m9.figshare.28457063.v1
title: Assessing Land Suitability for Regreening the Emirate of Fujairah through Multi-Criteria Evaluation Techniques

description: A Geographic Information System (GIS)-driven Multi-Criteria Evaluation (MCE) technique was employed to identify potential suitable areas for rainwater harvesting, specifically for cultivating native plant species.
DOI: 10.6084/m9.figshare.28917632.v3
title: Raw data and R code for Yuan et al. plant litter C:N:P ratios

description: Raw data for Yuan et al, global litter C:N:P ratio. Any use of the data should contact the corresponding author Kai Yue at kyleyuechina@163.com.
DOI: 10.6084/m9.figshare.8247812.v1
title: Data for lifetime reproductive success in S. fulvus

description: Data description for “<b>Early predictors of female lifetime reproductive success in a solitary hibernator: an evidence for “silver spoon” effect”</b> Nina A. Vasilieva, Andrey V. Tchabovsky The table contains data for lifetime reproductive success of yellow ground squirrel females (<i>Spermophilus fulvus</i>), observed in the natural colony in Saratovskaya oblast’, Russia, in the vicinity of village Dyakovka (50°43′88″N, 46°46′04″E). COLUMNS DESCRIPTION: <b>Female ID</b> – female identity. <b>Litter ID</b> – the female’s natal litter identity. <i>Lifetime reproductive success predictors:</i> <b>Date of natal emergence</b> – date of the first emergence of the focal female from the natal burrow. <b>Weaning weight, g</b> – female body weight at the first emergence from the natal burrow. <b>N days between weightings</b> – number of days between the female weightings. <b>Weight gain rate, g/day</b> – early growth rate, the difference between consecutive weightings divided by the number of days between them (N<sub>days </sub>≥15; the first weighing was the weaning weight). <b>Natal litter size</b> – size of the female natal litter at the first emergence from the natal burrow. <b>Mean distance to burrows of 20 nearest juveniles, m</b> – average distance from the female natal burrow to natal burrows of 20 nearest juveniles, including the littermates; used as a measurement of juvenile local density. <b>Distance to the village, m</b> - the shortest distance (m) from the female natal burrow to the nearest garden fence in the village adjacent to the colony; used as a correlate of the potential negative human effect and disturbance. <b>Adult population density, ind/ha</b> - the density of adult animals (<i>N</i> animals per 1 ha); used as a proxy for total population density within the colony in the year of female birth <b>Amount of rain in May-June</b>, mm - the total precipitation during May and June in the year of female birth. <b>Year</b> - the year of female birth. <i>Lifetime reproductive success components:</i> <b>Survival to adulthood (0-no, 1-yes) </b>– we considered the female survived to adulthood if it was registered in May after its first hibernation of later, i.e. it could potentially wean at least one litter. <b>Lifespan</b> - the number of full years between the female’s natal emergence and disappearance from the colony. <b>N weaned litters</b> – the lifetime number of weaned litters. <b>N weaned offspring</b> – the lifetime number of weaned offspring (weanlings). <b>N yearling offspring</b> – the lifetime number of offspring survived to maturation, i.e. the total number of offspring survived the first hibernation.
DOI: 10.6084/m9.figshare.9178109.v1
title: PREDICTION OF 100 METERS SPRINT PERFORMANCE BASED ON FIELD TEST

description: ABSTRACT Introduction: The 100-meter dash (100 m) event holds particular appeal. Coaches and researchers seek to understand the determinants of performance in this task. Although information has been produced over the years, it is not fully applied by coaches who generally assess the success of employed training methods through objective field tests, such as 60 m dash test performance. Objective: Investigate 100 m performance based on 60 m performance. Methods: Two hundred and forty six men and 153 women divided into two subgroups were evaluated for estimation (Fvalidation; n=123 and Mvalidation; n=204) and validation of predictive models (Fcross-validation; n=30 and Mcross-validation; n=42) for 100 m dash performance (time take to cover 100 m). Partial time was measured based on the 100 m distance marked previously every 10 meters from the starting line on both sides of the track. The predictive models were based on the interval in the 60 meters with a time interval of 10-10 m. Results: Magnitude of correlation was very high. High coefficients of determination and differences of no statistical significance (p
DOI: 10.6084/m9.figshare.920192.v1
title: Review of literature of cerebral venous thrombosis associated with post-lumbar puncture intracranial hypotension

description: This table shows 52 cases identified by reviewing the published literature (PubMed search) in September 2013. Details include obstetric associated PL-IHS patients and non-obstetric associated patients, subjected to post-diagnostic lumbar puncture spinal or epidural anesthesia for non-obstretic surgeries, lumbar intrathecal injection for chemotherapy or myelography, and insertion lumbar drain.
DOI: 10.6084/m9.figshare.9599603.v1
title: An application of Earned Value Management (EVM) with Monte Carlo simulation in engineering project management

description: Abstract The fast changes in the Market make companies increasingly focus on project structures. A project differs from a routine activity because it is unique and must be managed and structured to provide expected benefits at no greater cost than anticipated. Therefore, it must be planned and controlled by identifying the deviations between the planned and the accomplished. In order to provide this monitoring, Earned Value Management (EVM) has been increasing accepted. In addition to showing indicators of progress, EVM can be used to forecast the project's final costs through simulated scenarios. This work aims to integrate and apply EVM with Monte Carlo simulation to predict the final costs of three detailed engineering projects, evaluating the performance of the model and the projects, in each specific case study. The results of the three projects simulations were evaluated in a qualitative and comparative way, showing that the integration between the tools generates useful forecasts for project management.
DOI: 10.6084/m9.figshare.14128595.v1
title: aopdb2.0_code

description: perl code to build the AOP-DB v.2, and all related python and R routines built to manipulate external data sets stored in AOP-DB v.2.<br>
DOI: 10.6084/m9.figshare.16782463.v1
title: Soil resource availability is much more important than soil resource heterogeneity in determining the species diversity and abundance of karst plant communities

description: Resource availability and heterogeneity are recognized as two essential environmental aspects to determine species diversity and community abundance. However, how soil resource availability and heterogeneity determine species diversity and community abundance in highly heterogeneous and most fragile karst landscapes is largely unknown. We examined the effects of soil resource availability and heterogeneity on plant community composition and quantified their relative contribution by variation partitioning. Then, a structural equation model (SEM) was used to further disentangle the multiple direct and indirect effects of soil resource availability on plant community composition. Species diversity was significantly influenced by the soil resource availability in shrubland and woodland but not by the heterogeneity in woodland. Abundance was significantly affected by both soil resource availability and heterogeneity, whereas variation partitioning results showed that soil resource availability explained the majority of the variance in abundance, and the contribution of soil resource heterogeneity was marginal. These results indicated that soil resource availability plays a more important role in determining karst plant community composition than soil resource heterogeneity. Our SEMs further found that the multiple direct and indirect processes of soil resource availability in determining karst species diversity and abundance were different in different vegetation types. Soil resource availability and heterogeneity both played a certain role in determining karst plant community composition, while the importance of soil resource availability far exceeded soil resource heterogeneity. We propose that steering community restoration and reconstruction should be highly dependent on soil resource availability, and multiple direct and indirect pathways of soil resource availability for structuring karst plant communities need to be taken into account.<br>
DOI: 10.6084/m9.figshare.24637164.v2
title: Sleep Quality Data

description: The Objective Sleep Quality of Post-Stroke Patients Using the Wearable Intelligent Sleep Monitor
DOI: 10.6084/m9.figshare.25606149.v1
title: Burgers_1k_t400

description: This is the dataset for Burgers equations used in the article "Neural Integral Equations" https://arxiv.org/abs/2209.15190, https://github.com/emazap7/ANIE
DOI: 10.17632/5ysh3xwg5b
title: Dataset of peroxide values of commercial palm oil for shelf-life prediction: A case study in Phnom Penh, Cambodia 

description: The raw data obtained from the experiments was used for zero-order and first-order kinetic models to predict the shelf-life of a commercial palm oil sold in Cambodian market.
DOI: 10.6084/m9.figshare.19419860.v1
title: Landslide susceptibility mapping.zip

description: 滑坡敏感性测绘
DOI: 10.6084/m9.figshare.28903136.v1
title: Modified laser scanned point cloud dataset of a modern wind turbine support tower

description: Tower summaryA steel offshore wind turbine support tower (WTST) was laser scanned to develop a geometric digital twinning protocol of metal shells of revolution with applications in fabrication quality assessment and structural analysis with the real shell geometry. The WTST in question was fabricated by circumferentially welding cylindrical/ conical cans together to create sections which were then bolted together at the flanges to form the WTST. The WTST was fully assembled minus the attachment of the nacelle ready for shipping and was standing in an upright position next to other WTSTs.Scanning methodologyThe painted outer surface of the WTST was laser scanned from ground level from multiple positions around the WTST using a Leica ScanStation P40 with the maximum available scanning resolution. Scanning positions were governed by the arrangement of WTSTs on site and other site restrictions. The WTST was scanned on a clear day with low expected wind speeds (&lt; 10 km/h) for reduced tower motion. Physical control points were used to aid point cloud registration.Data processingThe scanning contractor performed initial point cloud registration first using physical control points, then with manually created control points in overlapping regions in software and finally with cloud-to-cloud registration in an attempt to achieve the best possible registration. Multiple attempts at registration were required as viewing the registered point cloud in cylindrical coordinates revealed significant misalignments. Only scans from positions close to the WTST were considered. Additionally any features which did not correspond to the WTST shell wall such as staircases were manually removed by the scanning contractor.Release data descriptionThe released dataset includes a total of 6 .pts files corresponding to point clouds from 6 scanning locations. Each file contains a single point cloud from a single scan position after the registration transformation from the scanning contractor has been applied. The columns in the .pts files correspond to the Cartesian <i>x</i>, <i>y</i> and <i>z</i> coordinates. The point cloud dataset has been augmented such that it no longer reflects any real tower and thus users should not attempt to draw conclusions about the WTST itself. The dataset is provided only for the purposes of algorithm testing and development.The geometric digital twinning protocol developed by the authors to be used in conjunction with this dataset can be found at https://github.com/KathirkamanathanL/AxisymmetricShellGDTProtocolPublic
DOI: 10.6084/m9.figshare.29062493.v1
title: Supplementary tables for the manuscript entitled "Mass Spectral Data of Primary and Secondary Metabolites Changes in Medicinal Plants by Solvent Polarity"

description: Supplementary tables for the manuscript entitled "Mass Spectral Data of Primary and Secondary Metabolites Changes in Medicinal Plants by Solvent Polarity"
DOI: 10.6084/m9.figshare.3081610.v1
title: Raw data for meta-analysis of replications project

description: Raw data for meta-analysis of replications project.
DOI: 10.6084/m9.figshare.5826294.v1
title: Thermal conductivity dataset_Lu et al 2014.xlsx

description: Soil texture and the related information can be found in Lu et al. (2014) [SSSAJ, 78: 1859-1868]
DOI: 10.17632/kxp2b5mkpz
title: ESG Rating and Firm Value in Emerging Market: Investigating the Mediating Role of Financial Performance

description: This dataset supports the study titled "ESG Rating and Firm Value in Emerging Market: Investigating the Mediating Role of Financial Performance." The research explores the impact of Environmental, Social, and Governance (ESG) ratings on firm value within emerging markets, specifically examining the mediating effect of financial performance. The data consists of financial and ESG related information from 20 companies over the period 2021-2023.
DOI: 10.6084/m9.figshare.13519193.v2
title: Dataset of Chu et al. 2021

description: 2021.1.5 U-Pd data