cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.9746375.v1
title: Raw Data from Functional implications of dentition-based morphotypes in piscivorous fishes

description: Raw data used for analyses in our study
DOI: 10.17632/8zmxh36smj
title: Accessing and exiting the financial system in Peru: Does labor informality play a role?

description: The dofile contains the commands used to create the variables in our research, as well as those shown in the tables and figures, and can be used to replicate our results.
DOI: 10.17632/zmdvhwggg8
title: Stem-loop induced ribosome queuing in the uORF2/ATF4 overlap fine-tunes stress induced human ATF4 translational control

description: First original Western Blot image named 2023-10-30-084453-image1-sub5-As-Captured is the image used for the Supplementary Figure S1B comparison of ATF4 HA tag and ATF4 endogenous (lines 2,3,4 were excluded and were not used in the final version for the article). 

Second original Western Blot image named 2024-01-05-092835-image1-sub8-As-Captured is the image used for the Supplementary Figure S1C about comparison of EV (empty vector), ATF4-HA tag wt plasmid and turbofect (from this image the membrane-of-our-interest is the upper one, and only the first 4 lines are target ones and they were used for the article).
DOI: 10.17632/64gnkxsftg
title: Dataset Skripsi - Data Produksi Padi Kabupaten Lumajang

description: Dataset untuk penerapan metode Extreme Learning Machine (ELM) dalam proses prediksi produksi padi di Kabupaten Lumajang
DOI: 10.6084/m9.figshare.21074182.v3
title: Large-scale crowdsourced radiotherapy segmentations across a variety of cancer sites

description: Clinician generated segmentation of tumors and healthy tissue regions of interest (ROIs) on medical images is crucial for radiotherapy workflows. However, interobserver segmentation variability has long been considered a significant detriment to the implementation of high-quality and consistent radiotherapy dose delivery. This has prompted the increasing development and utilization of computational approaches for automated ROI segmentation, in particular deep learning based methods. However, extant public segmentation datasets typically only provide segmentations generated by a limited number of annotators with varying, and often unspecified, levels of expertise. In this data descriptor, a large number of clinician annotators manually generated segmentations for numerous ROIs on computed tomography images across a variety of cancer sites (breast, sarcoma, head and neck, gynecologic, gastrointestinal) for the Contouring Collaborative for Consensus in Radiation Oncology challenge. Over 200 clinician annotators (verified experts and non-experts) contributed to the generation of these segmentation data using a standardized annotation platform (ProKnow). Subsequently, we converted image and segmentation data into Neuroimaging Informatics Technology Initiative format with standardized nomenclature for ease of use by the research community. In addition, we generated consensus segmentations for experts and non-experts using the simultaneous truth and performance level estimation method. These standardized, structured, and easily accessible data are a valuable resource for systematically studying interobserver variability in ROI segmentation applications with an unprecedented large number of clinician annotators. <br> Version history details: 1. v1 uploaded 12.10.2022. 2. v2 uploaded 24.01.2023. Some ROI files had names with typos. This was rectified in this version. 3. v3 uploaded 01.02.2023. Modified some file names to increase usability. Added DICOM and NIfTI data for select cases where avaliable (sarcoma - MRI, H&N and GI - PET). <br> <br>
DOI: 10.6084/m9.figshare.24260452.v4
title: Concert Twitter, Audience Reconstructed Supplimentary Materials

description: Supplementary materials for analysis of twitter activity during BTS livestream concerts in 2021Compressed set of csv files for analysis of twitter activity during live streamed BTS concerts in 2021. Depersonalized tweet datasets, subset of tweets with content codes, and setlist timing for the four concerts. Descriptions of data preparation and analysis on github: https://github.com/finn42/Concert_Twt_OpenDescriptive pdf of supplimentary materials.Figures of secondary analysis of Corona Concert Survey data (https://osf.io/skg7h/)
DOI: 10.6084/m9.figshare.24846483.v1
title: Data sets and software for: Mechanics of the foot and ankle joints during running using a multi-segment foot model compared with a single-segment model

description: Software and data for the following manuscript.<b>Title</b>: Mechanics of the foot and ankle joints during running using a multi-segment foot model compared with a single-segment model<b>Authors</b>: Justin C. Wager and John H. Challis<b>Affiliation Justin: </b>Department of Physical Therapy and Human Movement Science, Sacred Heart University, Fairfield, USA.<b>Affiliation John: </b>Biomechanics Laboratory, Pennsylvania State University, University Park, USA<b>Journal:</b><b> </b>PLoS One.<b>Abstract</b>: The primary purpose of this study was to compare the ankle joint mechanics, during the stance phase of running, computed with a multi-segment foot model (MULTI; three segments) with a traditional single segment foot model (SINGLE). Traditional ankle joint models define all bones between the ankle and metatarsophalangeal joints as a single rigid segment (SINGLE). However, this contrasts with the more complex structure and mobility of the human foot, recent studies of walking using more multiple-segment models of the human foot have highlighted the errors arising in ankle kinematics and kinetics by using an oversimplified model of the foot. This study sought to compare whether ankle joint kinematics and kinetics during running are similar when using a single segment foot model (SINGLE) and a multi-segment foot model (MULTI). Seven participants ran at 3.1 m/s while the positions of markers on the shank and foot were tracked and ground reaction forces were measured. Ankle joint kinematics, resultant joint moments, joint work, and instantaneous joint power were determined using both the SINGLE and MULTI models. Differences between the two models across the entire stance phase were tested using statistical parametric mapping. During the stance phase, MULTI produced ankle joint angles that were typically closer to neutral and angular velocities that were reduced compared with SINGLE. Instantaneous joint power (p&lt;0.001) and joint work (p&lt;0.001) during late stance were also reduced in MULTI compared with SINGLE demonstrating the importance of foot model topology in analyses of the ankle joint during running. This study has highlighted that considering the foot as a rigid segment from ankle to MTP joint produces poor estimates of the ankle joint kinematics and kinetics, which has important implications for understanding the role of the ankle joint in running.
DOI: 10.17632/392phdsm2s
title: Oligostilbenoids from Vatica lowii King emend. Sym. (Dipterocarpaceae) and their chemotaxonomic significance

description: Supplementary data for Oligostilbenoids from Vatica lowii King emend. Sym. (Dipterocarpaceae) and their chemotaxonomic significance
DOI: 10.17632/bc35n5p4th
title: Metformin protects against Clostridioides difficile infection by modulating both host and microbes

description: These data are raw data for Metabolites analysis with NMR, to demonstrate the effects of metformin on metabolism profile of C. difficile.
DOI: 10.6084/m9.figshare.14776383.v1
title: OnClass_data_public_scRNA_data.tar.gz.2

description: Dataset for OnClass<br>
DOI: 10.6084/m9.figshare.19718500.v1
title: Level 1 - C3D files

description: Raw C3D data files, containing ground reaction forces obtained from force platforms and marker positions obtained from motion capture system
DOI: 10.6084/m9.figshare.24117624.v3
title: Summary statistics

description: Statistic data for <b>Piezo1 Contributes to Podocyte Cytoskeleton Remodeling and Development of Proteinuria in Lupus Nephritis</b>.
DOI: 10.17632/mr9kbjkjk8
title: Food bank network design Tehran city

description: This data set is associated with a foodbank location case study problem in Tehran city. In a food bank supply network, donors donate food items or monetary assistance to food banks in order to distribute them to different charities. The aim is to design a supply network with minimum setup and operational cost and maximise the nutritional value of the distributed food and its freshness. Thus, parameters corresponding to cost, food, and distribution time are considered. 
This data set includes these parameters:
Distance between locations
Fixed setup cost
Demand of charities
Shelf-life of foods
Supply Amount
Operational cost
Holding cost
Loading/Unloading times
Transportation cost
Average speed of vehicles
Capacity of vehicles
Fixed cost of vehicles
Nutritional value of foods
Volume of a unit pack
Procuring cost of food items
Budget of financial donors
DOI: 10.6084/m9.figshare.24916215.v1
title: Supplementary Material for: Dermoscopic features of heterotopic salivary gland tissue in the neck: report of a case

description: Heterotopic salivary gland tissue (HSGT) is diagnosed when salivary gland tissue is found in areas other than the major or minor salivary glands. No dermoscopic findings of HSGT have been reported. This case report gives the dermoscopic findings of a 45-year-old woman with HSGT who presented with a longstanding pale red macule on her neck, characterized by repeated clear fluid discharge. Dermoscopic examination showed a red dot with a pale pink halo and telangiectasia throughout the lesion. An excisional biopsy confirmed the diagnosis of HSGT, revealing the presence of mucous and serous salivary glandular structures within subcutaneous fat tissue. It has been reported that HSGT is associated with periductal lymphocytic infiltration, which was also observed in this case. We think that the "red dot with a pale pink halo" is a unique dermoscopic finding of HSGT, which is rarely observed in branchial anomalies.
DOI: 10.6084/m9.figshare.28588874.v2
title: Data from: Flap-necked chameleons change colour to match their background

description: Data and code for Major et al flap-necked chameleon colour change. Columns in .csv files are outputs from imageJ.
DOI: 10.6084/m9.figshare.28822217.v1
title: leak.xlsx

description: The management of AL is complicated and have shifted from surgery to conservative treatment with relaparotomy remaining the final option. Here we observed the inflammatory biomarkers of AL patients and found IL-6 is a sensitive biomarker to inform AL while the trajectory of CRP could predict relaparotomy. These findings add evidence to the clinical decision and management of AL.
DOI: 10.17632/6m8kmdv8ys
title: Blue and green PPG

description: The ECG, Blue and Green PPG signals were obtained from palm skin of twelve healthy subjects under Baseline and Cold temperature conditions. Our PPG system was based on TCS3472 Color Sensor (ams AG) The dataset contains: 1) Raw ECG, Green PPG and Blue PPG signals from 12 subjects under two temperature conditions (baseline and cold). 2) LabView software for displaying the signals and heartbeat intervals 3) Heartbeat intervals calculated for ECG using R-wave, as well PPG waveforms using the five characteristic points (PPGmax, VPGmax, APGmax, APGmin, intersecting tangents). Each excel file contains 60 intervals, chosen from each recording (in total 14.400 heartbeat intervals). 4) Subjects.xlsx, matching the subjects with the number of experiment 5) txt. file, decribing the processing of raw signals
DOI: 10.17632/kysjcx8db5
title: Data for: Credibility, Communication, and Climate Change: How Lifestyle Inconsistency and Do-gooder Derogation Impact Decarbonization Advocacy

description: Data and Code Book
DOI: 10.17632/79m372ry6b
title: Household youth and middle-aged unemployment in Kwara state, Nigeria.

description: This data is a questionnaire survey for analysing youth and middle-aged unemployment in Kwara state, Nigeria. This is a coded dataset obtained from Ilorin, Offa, and Lafiagi, representing the three senatorial districts in Kwara state.
This research has been approved by the ethics committee of the Universiti Sains Malaysia (JEPEM), and all the conditions have been duly followed while on the field. 
This data was obtained from 1120 households from six local governments within the three senatorial districts.
The dataset, a table describing the data, and the questionnaire with the informed consent form are hereby attached.
DOI: 10.17632/py2f8dphr9
title: DIETARY DIVERSITY SCORE IN RELATION TO NUTRITIONAL STATUS OF WOMEN WITH PREMENSTRUAL SYNDROME

description: Premenstrual Syndrome is a cluster of symptoms both physical and emotional which occurs during the luteal phase of the menstrual cycle usually subsides after few days of menstruation. The objective of the study was to assess the dietary diversity score (DDS) and nutritional status of women with premenstrual syndrome. The study was conducted on 100 women (18-25 years). DDS was determined using Minimum Dietary Diversity for Women of Reproductive Age guidelines (2016) and 24 hour food recall method were used as an indicator of diet quality. PMS was diagnosed using American College of Obstetricians and Gynecologists (2000) diagnostic criteria. The nutrient requirement were not adequately met. The study concludes that there exists a relation between PMS and nutritional status of women and is more prevalent among women who are found to be deficient in micronutrients.
DOI: 10.6084/m9.figshare.22293760.v1
title: database - GRID validation

description: Database of the Polish GRID adaptation
DOI: 10.6084/m9.figshare.27993536.v1
title: Data: outcome of embolization of an endoleak type 2 after placement of an endoprosthesis for an infrarenal aorta aneurysm

description: <b>Objective:</b>The aim is to investigate the effect of transarterial (TA) and translumbar (TL) embolization of a type 2 endoleak (T2EL) after endovascular aneurysm repair (EVAR) of an infrarenal abdominal aortic aneurysm (AAA) on the evolution and rupture of the aneurysmal sac.<b>Methods:</b>A retrospective study was conducted including patients who underwent TA or TL embolization for a growing T2EL after EVAR from April 2001 to August 2022<b>. </b>Demographic data, used endograft, radiological data of the AAA and T2EL, embolization agents, techniques (TA or TL approach) and angiographical outcomes were collected from 48 patients with a total of 58 embolizations. The primary clinical outcome was rupture of the AAA. Secondary outcomes included T2EL recurrence, re-embolization of T2EL, aneurysm sac growth (≥5 mm), and mortality. Clinical success was defined as the absence of a 5 mm or greater increase in the aneurysm sac diameter<b>Results:</b>After primary T2EL embolizations, an increase in aneurysm sac was seen in 56.5% (n=26), stability in 30.4% (n=14) and regression in 13.0% (n=6). Recurrence of T2EL had a significant impact on clinical success. No difference in sac size after the TA and TL embolization was noted. Rupture was found in 4 patients, but in only one patent it was caused by an isolated T2EL. The effect of increase in aneurysm sac size on overall survival was not statistically significant. Additionally, no associations were observed between the outcome and clinical factors including gender, obesity, COPD, diabetes, hypertension, hypercholesterolemia, smoking, technique, used embolic agents and time from endoleak (EL) onset to embolization.<b>Conclusion:</b>With a very low number of subsequent AAA ruptures, few complications and a clinical success rate of 43.5%, embolization of a T2EL can be considered as a safe and relatively effective procedure.<b>Clinical impact:</b>Although the impact of a T2EL on the outcome of an endovascular repaired abdominal aortic aneurysm is not yet clarified, in daily practice, the endovascular embolization is a safe and effective option. Elimination or reduction of the volume of the endoleak can be obtained, and can probably prevent aortic rupture, which is reassuring for the treating physician and the patient. The embolization of the T2EL reduces the need for extra imaging or hospitalizations, lowers the risk of bleeding complications and minimizes healthcare costs. Moreover, this research found no outcome differences in the embolization techniques. This study contributes to the knowledge and treatment of T2EL, supporting clinicians in making better informed decisions, ultimately optimizing patient care.
DOI: 10.6084/m9.figshare.5128396.v1
title: Supplementary Material for: Intraoperative Optical Coherence Tomography-Assisted 27-Gauge Vitrectomy in Eyes with Vitreoretinal Diseases

description: <b><i>Objective:</i></b> To report intraoperative optical coherence tomography (iOCT)-assisted 27-gauge microincision vitrectomy surgery (MIVS) in eyes with vitreoretinal disease. <b><i>Methods:</i></b> A retrospective, interventional case series performed at a single center, including 6 eyes with retinal disease that underwent iOCT-assisted 27-gauge MIVS. <b><i>Results:</i></b> The advantages of iOCT were most notable when it was used to evaluate, in real time, different macular areas: the pre-macula, in vitreomacular traction or epiretinal membrane; the intra-macula, in macular edema or macular hole; and the sub-macula, in macular detachment. Real-time imaging and the minimization of shadows cast on the underlying tissues by the 27-gauge instrumentation made it possible to quickly select the best procedure at each critical juncture of the surgery. No patients experienced any complications. <b><i>Conclusion:</i></b> Real-time iOCT imaging during 27-gauge MIVS provided excellent intraoperative visualization of retinal tissues without causing significant obstructions to the surgeon. The positive feedback from the system allowed the surgeon to better judge the necessity of additional surgical procedures.
DOI: 10.15468/dl.4m3w3s
title: Occurrence Download

description: A dataset containing 382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Portulaca halimoides L.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 382 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013315-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/nw28sb4mzx
title: Schools and emergency remote education during the COVID-19 pandemic dataset

description: This dataset is for the article, 'Schools and emergency remote education during the COVID-19 pandemic: A living rapid systematic review'. Abstract: The COVID-19 pandemic in 2020 has had an unprecedented impact on education around the world. In order to understand and face this challenge, educators and researchers undertook a range of research, however the time that teachers have to undertake professional development and seek out such literature to inform their practice has been sorely lacking. Furthermore, literature exploring the wider variety of stakeholder experiences has been suggested to be missing. This living rapid systematic review synthesises K-12 research on teaching and learning during the COVID-19 pandemic, published in English and indexed in 5 international databases. 89 studies were included for synthesis in the present article, and the results are discussed against a bioecological model of student engagement. The results indicate that the majority of research was conducted in Europe and Asia, predominantly focused on teachers, with more studies undertaken in high schools. Online surveys were the most used method, although future research must include all study design information. Recommendations from the literature include providing further funding for professional development and equipment, prioritising equity, designing collaborative activities, and using a combination of synchronous and asynchronous technology. Gaps in the literature are highlighted and practical tips for teachers are provided. Bond, M. (2020). Schools and emergency remote education during the COVID-19 pandemic: A living rapid systematic review. Asian Journal of Distance Education, 15(2), 191- 247. https://doi.org/10.5281/zenodo.4425683 http://asianjde.org/ojs/index.php/AsianJDE/article/view/517
DOI: 10.6084/m9.figshare.23732370.v1
title: PLANET cohort

description: Identification of the association between onco-fetal niche and relapse in PLANET cohort of HCC.
DOI: 10.6084/m9.figshare.26388157.v1
title: marchantia greenhouse data sharing_JDM_DNM.xlsx

description: These are the results of a greenhouse experiment using the vascular-tissue free plant, <i>Marchantia inflexa</i>, that originated from the Island of Trinidad, Trinidad and Tobago. Twenty five males and 25 females were grown in high and low light in the greenhouse with clones of each individual male or female genotype in high or low light. We measure several trait biomass allocation and pigmentation responses to light in both vegetative thalli and in sexual reproductive structures (modified thalli). See Readme file for additional details.
DOI: 10.6084/m9.figshare.29066687.v1
title: Preprocessed data and readme.

description: The data for the paper A paradigm to study the learning of muscle activity patterns outside of the natural repertoire (2025).
DOI: 10.15468/dl.gsg973
title: Occurrence Download

description: A dataset containing 20236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lepidium densiflorum Schrad.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 20236 records from 402 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013314-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7w7trpg6v4
title: IMPACT OF CLIMATE CHANGE ON HEAT STROKE — AN INTERSTATE PANEL STUDY IN INDIA

description: Climate change has multi-dimensional effect among which effect on human health is most concerned. Farmers and workers of agricultural field are highly exposed to the vulnerability of climate change. In India 60 to 70% population is engaged directly or indirectly in agriculture, who is contributing 16 – 17% of the GDP. People engage in agriculture have to spend more than 6 to 7 hours in the field at day time, thus very much exposed to the sunlight. Sun stroke or heat stroke is one of the inevitable consequences of global warming. Present study tries to analyse the vulnerability of climate change on the basis of suffering from heat stroke by the people of different states of India. There is wide disparity among the states of India regarding heat stroke mortality but all are suffering from the harsh consequences of global warming. The study is to find out the effect of climate change on different states of India with respect to heat stroke mortality and to observe the effect of different heat indicators on human health. A 22 years interstate panel study compares this climate vulnerability in India in terms of death due to heat stroke. Descriptive study highlights state wise health hazard contemplating climate change. Index of death and heat intensity has been discussed by radars. Heat Intensity, Heat Intensity Square, Average Rainfall, Gross Sown Area Index etc. has significant effect on death. Few states like AP, UP, Odisha are very much exposed to the vulnerability. There is interstate heterogeneity in heat stroke mortality and other explanatory variables.