cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.19922576
title: Supplementary Material for: Machine learning in the diagnosis and prognostic prediction of dental caries: a systematic review

description: We performed a systematic review to evaluate the success of machine learning algorithms in the diagnosis and prognostic prediction of dental caries. The review protocol was a priori registered in the PROSPERO, CRD42020183447. The search involved electronic bibliographic databases: PubMed/Medline, Scopus, EMBASE, and Web of Science, and grey literature until December 2020. We excluded review articles, case series, case reports, editorials, letters, comments, educational methodologies or assessments of robotic devices and articles with less than 10 participants or specimens. Two independent reviewers selected the studies and performed the assessment of the methodological quality based on standardized scales. We summarize data on the machine learning algorithms used, software, performance outcomes such as accuracy/precision sensitivity/recall, specificity, area under the receiver operating characteristic curve (AUC), and positive/negative predictive values related to dental caries. Meta-analyses were not performed due to methodological differences. Our review included 15 studies (10 diagnostic studies and 5 prognostic prediction studies). Cross-sectional design studies were predominant (12). The most frequently used statistical measure of performance reported in diagnostic studies was AUC value, which ranged from 0.745 to 0.987. For most diagnostic studies, data from contingency tables were not available. Reported sensitivities were higher in low risk of bias prognostic prediction studies (median [IQR] of 0.996 [0.971-1.000] versus unclear/high risk of bias studies 0.189 [0-0.340]; p-value 0.025). While there were no significant differences in the specificity between these subgroups. We concluded that the use of these technologies for the diagnosis and prognostic prediction of dental caries, although promising, is at an early stage. The general applicability of the evidence was limited given that most models were developed outside the real clinical setting with a prevalence of unclear/high risk of bias. Researchers must increase the overall quality of their research protocols by providing a comprehensive report on the methods implemented.
DOI: 10.34820/fk2/xpekfd/mhrlqf
title: kerangka pikir.jpeg

description: :unav
DOI: 10.34820/fk2/xpekfd
title: Kerangka Pikir

description: Kerangka Pikir
DOI: 10.34820/fk2/twx2zs/4kkr5s
title: Hasil Varel.png

description: :unav
DOI: 10.34820/fk2/twx2zs
title: Hasil Uji Validitas dan Reliabilitas

description: Hasil Uji Validitas dan Reliabilitas
DOI: 10.6084/m9.figshare.20115926
title: Supplementary Material for: Impact of Kangaroo Care on Premature Infants’ Oxygenation: Systematic Review

description: <b><i>Introduction:</i></b> Kangaroo care (KC) is defined by the World Health Organization as a method of care consisting in putting premature infants or newborns in skin-to-skin contact with their parents. KC is an effective method of promoting health and well-being of infants and their families. Physiological stability during KC has been widely analyzed, however with controversial results. <b><i>Methods:</i></b> A systematic review was conducted. Electronic databases searched included MEDLINE, Embase, CINAHL, and Scopus. Two authors independently reviewed and extracted information using a data extraction form. The methodological quality of the observational studies was assessed using “STROBE” and the “Cochrane Collaboration tool” for randomized controlled trials. The physiological monitoring parameters included were heart rate (HR), arterial oxygen saturation (SpO<sub>2</sub>), regional cerebral oxygen saturation (rScO<sub>2</sub>), and fractional oxygen extraction (FtOE). <b><i>Results:</i></b> A total of 345 articles were identified. First, 302 articles were excluded by title and then 34 articles after full-text analysis. Finally, a total of 25 studies were included. Physiological parameters monitored (HR, SpO<sub>2</sub>, rScO<sub>2</sub>, and FtOE) showed no significant changes at different study periods: pre-KC, during KC, and post-KC. <b><i>Conclusions:</i></b> We conclude that stable preterm infants receiving or not respiratory support show no significant differences in HR, SpO<sub>2</sub>, FtOE during KC compared to routine incubator care. rScO<sub>2</sub> remains stable during KC with slight upward trend. Further studies with a higher level of methodological quality are needed to confirm these findings.
DOI: 10.34820/fk2/lmucu2/owibfh
title: klik breakout room.png

description: :unav
DOI: 10.34820/fk2/lmucu2
title: gambar

description: gambar
DOI: 10.14469/hpc/10608
title: C4O6, reactant, G = -603.787812

description: Gaussian 16 (C01) calculation
DOI: 10.17632/xk9g24gcxb.1
title: PNAS 202122618

description: The plasmid maps used in the main manuscript "Green fluorescent cAMP indicator of high speed and specificity suitable for neuronal live-cell imaging"
DOI: 10.34820/fk2/kfwhk9/pr3dhx
title: Figure 3. The Top 10 Citation of Halal Tourism Publication based on Country from 2011-2021.PNG

description: :unav
DOI: 10.17632/6grx9gpfm6.1
title: Prevalence of Coronavirus Anxiety, Sleep disorders and Somatic Symptoms among Youth during COVID-19 Pandemic

description: This data was collected among college students during the COVID-19 Pandemic
DOI: 10.34820/fk2/kfwhk9
title: Figure 3. The Top 10 Citation of Halal Tourism Publication based on Country from 2011-2021

description: This figure describe the top 10 citation of halal tourism publication based on country from 2011-2021
DOI: 10.17632/sffdnvfs73.1
title: Articel Do not call me influencer

description: 18 interviews of the project
DOI: 10.17632/gp2gyr3hjt.2
title: Dataset of public stereotypes on recycled water use through event-related potential(ERP) 

description: This event-related potential experiment on public acceptance of recycled water use was conducted in the Laboratory of Neuromanagement in Engineering of Xi’an University of Architecture and Technology. 37 participants were recruited to participate in the EEG experiment, including 18 males and 19 females. A preprocess of the EEG data was conducted, and 5 invalid samples were eliminated due to the limited number of or invalid marks they presented. Finally, 32 valid samples were kept for analysis. Curry 8 was used to extract the analysis time windows in the EEG and to superimpose and average the N400 waveforms of different experimental participants induced by different stimuli, and to derive the average N400 brain potential waveform amplitude. In this dataset, the more negative the amplitude of N400, the stronger the negative stereotype on recycled water reuse is presented.
DOI: 10.17632/bb6stkvw3j.1
title: Environmental risk assessment of potentially toxic elements in Doce River watershed post-mining dam breakdown in Mariana MG-Brazil

description: The most shocking Brazilian mining disaster in 2015 released about 50 million tons of sludge to the environment from a containment dam.
The sludge destroyed cities and villages, dragging everything into the Doce River Basin over 650 km, reaching the Atlantic Ocean. 
The watershed was contaminated by potentially toxic elements (PTE) such as As, Ag, Al, Cd, Co, Cr, Cu, Mn, Ni, Pb, Sb, and Zn. Although government agencies have evaluated the incident, information is still scarce. Faced with a potential risk, we proposed to assess the environmental risk with a relocated perspective, using geochemical fractions as a starting point for understanding PTE mobilization. Soil and sediment samples were taken at nine sites throughout the Basin. The environmental risk was assessed from the PTE sequential extraction in three fractions: soluble, reducible, and oxidizable, in addition to the pseudo-total concentration. The potential mobile fraction (PMF) showed a considerable mobilization potential of the PTE from soil and sediment samples. Statistical principal component analysis indicated a single source of PTE: the sludge. The risk assessment was mainly dependent on the fractional distribution and the PTE enrichment degree in the affected samples. The fractional distribution contributed largely to Mn, Sb, and Pb mobility, with  PMF of 96\%, 81\%, and 100\%, respectively. The mobilization of Cd, Co, Ag, Ni, Pb, Zn, and Cu was predominantly related to the degree of enrichment. The risk evaluation pointed to the disaster magnitude, which deserves attention.
DOI: 10.17632/5zbv83bdp4.1
title: Tumor metabolite lactate promotes tumorigenesis by modulating MOESIN lactylation and enhancing TGF-β signaling in regulatory T cells

description: raw data of the article
DOI: 10.17632/p6hydmxfzb.1
title: GRL_Kuriyama_etal_2022

description: This is a repository of data presented in  "Compton camera imaging of a gamma-ray glow from a thunderstorm" submitted to Geophysical Research Letters.
DOI: 10.17632/tvw6wdw9bz.2
title: mBio Supplementary Table S5

description: These are data of Table S4 and S5 for mBio's paper
DOI: 10.6084/m9.figshare.20115908.v1
title: Manuscript Ghazisaeedi et al Suppl TableS1.pdf

description: Supplementary Table S1. Strains and Plasmids.
DOI: 10.6084/m9.figshare.20115905
title: Manuscript Ghazisaeedi et al Suppl TableS2.pdf

description: Supplementary Table S2. Enterococcus spp. ADI Activity.
DOI: 10.6084/m9.figshare.20115911
title: Manuscript Ghazisaeedi et al Suppl TableS3.pdf

description: Supplementary Table S3. Oligonucleotides for qRT-PCR.
DOI: 10.6084/m9.figshare.20115911.v1
title: Manuscript Ghazisaeedi et al Suppl TableS3.pdf

description: Supplementary Table S3. Oligonucleotides for qRT-PCR.
DOI: 10.6084/m9.figshare.20115905.v1
title: Manuscript Ghazisaeedi et al Suppl TableS2.pdf

description: Supplementary Table S2. Enterococcus spp. ADI Activity.
DOI: 10.6084/m9.figshare.20115908
title: Manuscript Ghazisaeedi et al Suppl TableS1.pdf

description: Supplementary Table S1. Strains and Plasmids.
DOI: 10.17632/x4jtph9hzw.1
title: Condensation freezing times for commercially available heat pipe wicks

description: The objective of this work was to investigate and compare condensation freezing on commercial heat pipe wicks and a plain copper surface. Two commercially available heat pipes (ATS-HPD6L300G30W-00 and ATSHP-F8L150S45W-455) were cut in half and placed in a copper fixture to ensure good thermal contact with a cooling stage. One heat pipe (ATS-HPD6L300G30W-00) has grooved wick structures and the other (ATSHP-F8L150S45W-455) has sintered wicks. The heat pipe wicks were set to a temperature of negative five degrees Celsius. The ambient air was 22 degrees Celsius with a relative humidity of 60%. Videos captured the subsequent condensation and freezing on four wicked surfaces (two of each heat pipe wicks tested) as well as a plain copper surface. This data set provides the freezing start and end times extracted from the videos for multiple trials of each surface tested.
DOI: 10.17632/xdkbkk2bt3.1
title: E-Póster. Eficacia de EMD

description: A continuación se presenta el trabajo realizado, mediante la presentación de un E-POSTER titulado:
Eficacia de EMDR en la mejora de alteraciones 	neuropsicológicas en mujeres expuestas a violencia basada en el género.  XV Congreso Colombiano de Neurología, del 17 al 20 de marzo del 2022.
DOI: 10.17632/ss58jjgcvp.2
title: Thinking Aloud

description: These videos were made for educational purpose while developing Adventure game in Unity 3D. While creating scripts i was thinking aloud. Scripts were written in programming language C# in Visual Studio. During development i captured my thoughts and screen with OBS studio.
DOI: 10.34820/fk2/jdi3tt/ttr3lf
title: Sharia Market Index 2019_2021.tab

description: :unav
DOI: 10.34820/fk2/jdi3tt
title: Shariah Stock Market ASEAN 2019-2021

description: Syariah Stock Market ASEAN 2019-2021
DOI: 10.17632/fvgswvt5ws.2
title: Database of hyperspectral images of phosphorus in soil.

description: The database is made up of the images associated with the hyperspectral cube of each sample, and four tables: the first describes the properties of the soil used to obtain the mixtures, the second the composition of the fertilizer used, the third describes the soil-fertilizer ratio to make up the samples, and the fourth was the laboratory analysis of the total phosphorus content of the analyzed samples.
Hyperspectral images can be used to quantify the concentration of total phosphorus in soil samples. 152 soil samples were prepared, and a hyperspectral cube made up of 145 images in the VIS-NIR bands, between 420 and 1000 nm, was obtained from each of them. The images obtained were taken with the Bayspec OCIF Series hyperspectral camera, in push-broom function, using a platform that includes an illumination system that offers a continuous spectrum in the range of interest. The samples were prepared with a soil from the Santander de Quilichao region, Cauca, Colombia, and mixed with known concentrations of P2O5 fertilizer, so that a total mass of 50 g was obtained. Each sample was deposited in a round black plastic container, 6 cm in diameter and a depth of 1 cm. The soil samples were analyzed in the laboratory to establish the concentration of total phosphorus.
DOI: 10.17632/8pw3s7jr8b.2
title: SAFTE-FAST Biomathematical Predictions of the Effects of Permanent Daylight Savings Time on Light Exposure and Effectiveness

description: Dataset with average and minimum Effectiveness scores and light exposure data for hypothetical work and school schedules in autumn, winter, spring and summer months in the cities of: New York City, NY; Chicago, IL; El Paso, TX; Los Angeles, CA; Anchorage, AK, as well as information about latitude, longitude, population, highway fatality rate, and sunrise/sunset times per city.
DOI: 10.17632/tmwrd45m7x.1
title: Panama City road traffic indicidents 2014-2022  - Social Media Dataset (in Spanish)

description: 
The raw data set is composed of 200,410 Tweets in Spanish language from the road traffic social reporting account @traficocpanama (1_raw_data_200410.csv). Tweets were collected between January 2014 and May 2022. The data were collected using a the Python Programming language with modules Selenium, and Tweepy.


This raw data set was first processed by keeping tweets with at least 3 words and then stop words (see stop-words.csv) were removed. Which brought the number of tweets to 192,707 (2_preliminar_data_192707.csv). 

The second cut-off was made via a machine learning classification model to sort tweets that had a relation with  1) Accidents (in Spanish: Choques, accidentes, colisiones, vuelcos, atropellos; in English: Crashes, accidents, collisions, overturns, run-overs). 2) Obstacles (in Spanish: Tranques, huelgas, motines, paros, protestas, trabajos en vía, cierres; in English: Traffic jams, strikes, riots, stoppages, protests, road works, closures). 3) Dangers (in Spanish: Incendios, inundaciones, lluvias fuertes; in English: Fires, floods, heavy rains), whichs brought the Tweet number  to 120,000 tweets (3_sample_class_120000.csv).

Finally, a machine learning incident categorization model was trained on 51,000 Tweets between categories: accident, obstacle, danger (4_sample_categ_51000.csv)


This data set is intended for academic use and research in natural language processing (NLP) in Spanish. Specially, for road traffic incident detection.
DOI: 10.17632/4x8mbppc8n.1
title: Website data

description: This is data related to our website usability study.  It includes marketing materials for our Virtual Card Sort and Tree Test activities.
DOI: 10.17632/ptffwh2v7b.1
title: Photogrammetric model of the Apollo 11 landing site based on the surface imagery

description: This dataset contains a 3D model of the Apollo 11 landing site based on photogrammetric analysis of 122 (from 123) photographs taken by the crew during their only EVA (Magazine S), and 7 photographs taken from the windows of the Lunar Module. Coordinates of the camera stations and camera rotations are accurately determined, coordinates of multiple benchmarks fixed to hardware elements (the lunar module, flag, seismometer etc) and natural features (boulders, rocks) are found with high precision. The coordinate frame is approximately horizontal and is found from the positions of the Sun and Earth in surface photographs.
For more details, see readme.docx file.
DOI: 10.17632/j6dr7jth29.1
title: EMU and business cycle synchronization

description: Datasets are used to estimate the relationship between the euro and business cycle synchronization in the paper under the title 'EMU and and business cycle synchronization'
DOI: 10.17632/kccn9d4htz.1
title: Dataset on effect of thymol against influenza A virus in A549 cells

description: Influenza A virus, enveloped, segmented, negative strand RNA virus belongs to the family of Orthomyxoviridae, a major respiratory pathogen and responsible for causing number of global and local outbreaks. Currently, there are three classes of anti-influenza drugs with different antiviral mechanisms, including M2 ion channel blockers (amantadine and rimantadine), viral RNA synthesis inhibitors. However, evolution of NA inhibitor-resistant influenza viruses have also emerged, thus limiting the future utility of NA inhibitors. Thus the objective was to explore a low-toxic anti-influenza drug. 
The cytotoxicity assay of thymol was performed by MTT assay. Varying concentration of thymol ranging from 100 µg/ml to 0.39 µg/ml was added to A549 cells and absorbance was recorded at 570nm after 24hr. The data obtained was expressed in percentages. Based on the data, IC50 obtained was 49.5 µg/ml. Hence, concentrations from 50 µg/ml to 6.25 µg/ml was used for all the experiments. Thymol was evaluated against influenza A virus by real time PCR . RNA was isolated post infection and treatment and relative expression was measured by qPCR. The Ct value obtained was normalized against GAPDH. The real time PCR showed significant down regulation of IAV at 50 and 25 µg/ml. To further validate the anti-viral efficacy, the cells were further subjected to western blotting after treatment with thymol and infection with influenza A virus. Cellular protein was isolated and separated using 12 % SDS PAGE. The blot was probed using anti-PB1 influenza antibody. The expression was detected using chemiluminescence detection kit and chemidoc imaging system. The band intensity was quantified and plotted on a graph to measure the difference in expression of PB1 in both thymol treated and uninfected cells. The western blotting results showed significant inhibition of viral protein PB1 at 50 and 25 µg/ml, which corroborates with the real time PCR data. Thus, confirming the anti-viral efficacy of thymol against influenza A virus PR8 at 24hr in A549 cells. The graphs were statistically analyzed using One-Way analysis of variance (ANOVA). 
The data obtained might be useful in initiating in-vivo studies for establishing thymol as an effective treatment option against influenza A virus.
DOI: 10.17632/gfkpp8bvv7.1
title: Gold-Related Alteration Zones Mapping

description: The uploaded data, which are represented in satellite images (ASTER), and Geophysical maps (Gamma-Ray Spectrometry maps) have been used for gold-related alteration zones mapping.
DOI: 10.17632/3g4rf47yfb.1
title: Molecular phylogenetics of the Clupeiformes based on exon-capture data and a new classification of the order

description: The sequence alignment or 1,165 loci of 66 clupeiform species and five outgroups. The loci were filtered for more than 70% taxa having sequences for each locus. Analyzing the data, we reconstructed a robust phylogeny of the Clupeiformes based on thousands of nuclear coding sequences obtained through target enrichment and curated for phylogenetic informativeness. We confirmed that the Clupeiformes is monophyletic, and Denticeps is sister to the Clupeoidei. Dussumieriids in their former understanding are polyphyletic, as Spratelloididae being sister to all other clupeoids. Sundasalanx belongs to Ehiravidae, but with deep split to other ehiravine species. A time tree of the Clupeiformes was calibrated with new fossil data and an updated classification of the Clupeiformes is provided.
DOI: 10.34820/fk2/ikuajr/bfoynp
title: Model Penelitian .png

description: :unav
DOI: 10.34820/fk2/ikuajr
title: Model Penelitian

description: Model penelitian peranan asosiasi merk dalam keputusan pembelian
DOI: 10.17632/jvk5c3txnc.1
title: Supplementary  Data

description: About metabolomics data and other supplementary materials.
DOI: 10.5281/zenodo.5530609
title: Personal and Contextual Determinants of COVID-19 Vaccination Intention: A Vignette Study

description: This upload contains all data, analysis code, and research materials.
DOI: 10.5281/zenodo.5530608
title: Personal and Contextual Determinants of COVID-19 Vaccination Intention: A Vignette Study

description: This upload contains all data, analysis code, and research materials.
DOI: 10.34820/fk2/pxn3gx/byjigm
title: gambar konseptual framework_1.png

description: :unav
DOI: 10.34820/fk2/pxn3gx
title: gambar konseptual framework_1

description: gambar konseptual framework_1 artikel ke cogent social science
DOI: 10.34820/fk2/ixwh1i/etnn7h
title: Diagram Scaterplot .png

description: Diagram scatterplot
DOI: 10.34820/fk2/ixwh1i
title: Diagram Scatterplot

description: Diagram Scatterplot
DOI: 10.34820/fk2/qdvwsx/mwdxe3
title: Screen Shot 2022-06-22 at 15.08.36.png

description: :unav
DOI: 10.34820/fk2/qdvwsx
title: Gambar riset

description: gambar data PLS
DOI: 10.5281/zenodo.5519448
title: Point Cloud Curb Detection Dataset

description: This dataset contains labeled point cloud data that was captured by a car equipped with a mobile laser scanner. It is part of the ICMLA publication Large-Scale Curb Extraction Based on 3D Deep Learning and Iterative Refinement Post-Processing The dataset is supposed to serve as a benchmark for automated large-scale point cloud curb detection approaches. The dataset is derived from the publicly available KITTI360 dataset published in the paper Semantic Instance Annotation of Street Scenes by 3D to 2D Label Transfer by Jun Xie et al. <br> LICENSE Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported (CC BY-NC-SA 3.0) License If you find this dataset useful, please cite the following publication: <pre><code>@INPROCEEDINGS{9680221, author={Schmitz, Jan-Christoph and Bauer, Adrian and Kummert, Anton}, booktitle={2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)}, title={Large-Scale Curb Extraction Based on 3D Deep Learning and Iterative Refinement Post-Processing}, year={2021}, volume={}, number={}, pages={558-563}, doi={10.1109/ICMLA52953.2021.00093}}</code></pre> Supported by the State of North Rhine-Westphalia, Germany
DOI: 10.5281/zenodo.5519447
title: Point Cloud Curb Detection Dataset

description: This dataset contains labeled point cloud data that was captured by a car equipped with a mobile laser scanner. It is part of the ICMLA publication Large-Scale Curb Extraction Based on 3D Deep Learning and Iterative Refinement Post-Processing The dataset is supposed to serve as a benchmark for automated large-scale point cloud curb detection approaches. The dataset is derived from the publicly available KITTI360 dataset published in the paper Semantic Instance Annotation of Street Scenes by 3D to 2D Label Transfer by Jun Xie et al. <br> LICENSE Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported (CC BY-NC-SA 3.0) License If you find this dataset useful, please cite the following publication: <pre><code>@INPROCEEDINGS{9680221, author={Schmitz, Jan-Christoph and Bauer, Adrian and Kummert, Anton}, booktitle={2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)}, title={Large-Scale Curb Extraction Based on 3D Deep Learning and Iterative Refinement Post-Processing}, year={2021}, volume={}, number={}, pages={558-563}, doi={10.1109/ICMLA52953.2021.00093}}</code></pre> Supported by the State of North Rhine-Westphalia, Germany
DOI: 10.34820/fk2/9brwjn/4yj2v9
title: gambar verse.jpg

description: :unav