cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/97cwmhfmtf.5
title: Clustering knee radiographs from RA patients

description: In the  study, five paremeters were obtained from 831 knee radiographs from RA patients before total knee arthroplasty. 
Datasets were stored in the folder named 'Data'. 
(Radiographs were not stored in terms of personal information protection.)

Based on five parameters, clustering 831 radiographs into 3 clusters. (The algorism was coded in 'Clusteringkmedoids.m') 
We found clustering into 3 groups was the best way, caluculating the Calinski-Harabasz Index. (Coded in 'OptimizationClusterNum.m')
Comparison of the parameters between 3 clusters were coded in 'CompareParametersBetweenClusters2.m'.
Comparison of clinical data between 3 clusters were coded in 'CompareClinicalData_Bonferroni.m'.
The comparison of the radiographic parameters  between clusters were done in 'ANOVAparametersBonferonni.m'.

The functions used in the algorism were stored in the folder named 'function'.

The code was described in MATLAB 2022a. 
For non-MATLAB users, we published the code in PDFs which were stored in the folder named 'ViewAlgorismPDF'.
DOI: 10.17632/7tkvv3wscy.1
title: Sociodemographic and Motivational Profile of Brazilian Patentees: a Survey Questionnaire

description: This survey questionnaire was applied to a sample of prolific Brazilian patenters linked to national public universities whose data were statistically treated in order to present a sociodemographic and motivational profile.
DOI: 10.17632/6dxbrrp5zp.1
title: Dataset Tasik Berombak

description: This dataset is a raw data for water parameters and sedimentation rate taken from a lake in Terengganu, Malaysia. There are two worksheets; i) TOP, which describing the water parameters from the top/surface of the lake, and ii) BOTTOM, which describing the water parameters from the bottom of the lake.
DOI: 10.17632/5x8zgr79wx.1
title: AI in construction

description: The data was collected for understanding adoption of AI in construction
DOI: 10.17632/rkfbyxkxrz.1
title: LINF_360063500

description: NADH dehydrogenase | NDH2
Leishmania infantum (strain JPCM5)
DOI: 10.17632/rt62jw2j3t.1
title: LINF_360063600

description: phosphoribosylpyrophosphate synthetase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/zhtwwb7s3z.1
title: Bacterial Peptidoglycan as a Food Digestive Signal in the Nematode 

description: Original data for this paper
DOI: 10.17632/drh83d57xk.1
title: math anxiety

description: this data has been collected from 10th-grade students
DOI: 10.17632/yk97w9gm5j.1
title: Sensory Analysis of Select Packaging Materials using Nine-Point Hedonic Scale.

description: Today's food industry relies heavily on food packaging because we seldom see food that is not covered or wrapped. The main goals of packaging are to safeguard food products from foreign objects during transit and extend their shelf lives. According to research, chemicals and additives can migrate from packaging materials into food. Any process that enables transfer from the surface of the food article to the core is referred to as leaching. In this study, four samples of packed fruit juices were considered for sensory analysis of the juice content as a result of leaching.  The qualitative assessment of any changes in the flavour of fruit juices due to the interference of packaging material following storage was aided by a sensory examination of juice samples. The samples included (i) tetraPak with mixed fruit juice and (ii) leak-proof bag with orange juice; one month from the manufacturing date and (iii) tetraPak with mixed fruit juice and (iv) leak-proof bag with orange juice; five months from the manufacturing date. We measured the degree of suitability after administering the individual juice samples by using the Hedonic scale. Elements considered were overall flavour, acceptability, tongue feel, tenderness, juiciness, flavour, sweetness, acidity, and bitterness. Overall, this qualitative analysis enabled us to deduce a significant alteration in the appropriateness of the fruit juice samples stored in similar conditions for longer duration. This finding may be corroborated by further evidence-based research on leachable substances such as heavy metals, phthalates and bisphenols from packaging materials.
DOI: 10.17632/7tsznhbgfr.1
title: Sulfur isotope of sandstone and chemical components (%) of uranium minerals in the studied area.

description: Sulfur isotope of sandstone and chemical components (%) of uranium minerals in the studied area.
DOI: 10.17632/7tsznhbgfr.2
title: Sulfur isotope of sandstone and chemical components (%) of uranium minerals in the studied area.

description: Sulfur isotope of sandstone and chemical components (%) of uranium minerals in the studied area.
DOI: 10.17632/j3vbb6yfdv.4
title: Chemical modification of human decellularized extracellular matrix for incorporation into phototunable hybrid-hydrogel models of tissue fibrosis

description: Tissue fibrosis remains a serious health condition with high morbidity and mortality rates. There is a critical need to engineer model systems that better recapitulate the spatial and temporal changes in the fibrotic extracellular microenvironment and enable study of the cellular and molecular alterations that occur during pathogenesis. Here, we present a process for chemically modifying human decellularized extracellular matrix (dECM) and incorporating it into a dynamically tunable hybrid-hydrogel system containing a poly(ethylene glycol)-alpha methacrylate (PEGαMA) backbone. Following modification and characterization, an off-stoichiometry thiol-ene Michael addition reaction resulted in hybrid-hydrogels with mechanical properties that could be tuned to recapitulate many healthy tissue types. Next, photoinitiated, free-radical homopolymerization of excess α-methacrylates increased crosslinking density and hybrid-hydrogel elastic modulus to mimic a fibrotic microenvironment. The incorporation of dECM into the PEGαMAhydrogel decreased the elastic modulus and, relative to fully synthetic hydrogels, increased the swelling ratio, the average molecular weight between crosslinks, and the mesh size of hybrid-hydrogel networks. These changes were proportional to the amount of dECM incorporated into the network. Dynamic stiffening increased the elastic modulus and decreased the swelling ratio, average molecular weight between crosslinks, and the mesh size of hybrid-hydrogels, as expected. Stiffening also activated human fibroblasts, as measured by increases in average cellular aspect ratio (1.59 ± 0.02 to 2.98 ± 0.20) and expression of α-smooth muscle actin (αSMA). Fibroblasts expressing αSMA increased from 24.4% to 51.8% upon dynamic stiffening, demonstrating that hybrid-hydrogels containing human dECM support investigation of dynamic mechanosensing. These results improve our understanding of the biomolecular networks formed within hybrid-hydrogels: this fully human phototunable hybrid-hydrogel system will enable researchers to control and decouple the biochemical changes that occur during fibrotic pathogenesis from the resulting increases in stiffness to study the dynamic cell-matrix interactions that perpetuate fibrotic diseases.
DOI: 10.17632/tv9fngg2fx.1
title: NDC80 status pinpoints mitotic kinase inhibitors as emerging therapeutic options in clear cell renal cell carcinoma

description: Raw image of IHC staining and Western blot of NDC80 in ccRCC. migration and invasion images in HK2, 786-O and Caki-1 cells.
DOI: 10.6084/m9.figshare.21510639.v2
title: asdas

description: asdas asdasd
DOI: 10.34740/kaggle/dsv/5176379
title: Pakistan Startup Census
DOI: 10.5281/zenodo.7740035
title: Numerical modeling on global-scale mantle water cycle and its impact on the sea-level change

description: This zipped tar file includes scripts and data for submitting manuscript to EPSL.
DOI: 10.5281/zenodo.7740034
title: Numerical modeling on global-scale mantle water cycle and its impact on the sea-level change

description: This zipped tar file includes scripts and data for submitting manuscript to EPSL.
DOI: 10.6084/m9.figshare.22284097
title: test

description: test
DOI: 10.6084/m9.figshare.22284097.v2
title: test

description: test
DOI: 10.6084/m9.figshare.22284097.v1
title: test

description: test
DOI: 10.17632/6fg2ds9pnk.1
title: Human health risk mitigation from arsenic in rice by crop rotation with a hyperaccumulator plant 

description: Exposure to arsenic (As) from a diet of contaminated rice is a widespread problem and a serious concern in several parts of the world. There is a need to develop sustainable, effective, and reliable strategies to reduce As accumulation in rice. Our goal was to develop and test a simple crop rotation method of alternating rice with the As hyperaccumulator plant, Chinese Brake fern (Pteris vitatta) to reduce As concentrations in rice grains. A greenhouse column study was performed for 2 years using As-contaminated rice paddy soil from West Bengal. Rice was grown under flooded conditions and irrigated with As-contaminated water to simulate field conditions. Chinese brake fern was grown between two rice cycles in experimental columns, while control columns were left unplanted. Our results show that at the end of two cycles, there was a statistically significant decrease in soil As concentrations in the treatment columns compared to the control columns. After one rotation with the fern, there was a significant decline in As concentrations in rice grains in treatment plants, and a concomitant decline in both non-carcinogenic and carcinogenic health risk. Our results indicate that there could be substantial benefit in implementing this simple crop rotation model to help lower human health risk from As exposure via rice ingestion.
DOI: 10.17632/6r865wbgc7.1
title: Supplement for Evaluation of Hair Regrowth after Minoxidil and Dutasteride Tattooing in Men with Androgenetic Alopecia

description: Supplement to JAAD manuscript, 2023.
DOI: 10.5281/zenodo.7645738
title: Perception of Organic Food

description: This is a dataset of raw and secondary data obtained form the survey conducted in 2020 at Polish and English universities. The file which contains a questionnaire used in the investigation is also included.
description: This work was supported by the National Science Centre, Poland, grant no 2019/35/D/HS4/00801.
DOI: 10.5281/zenodo.7645739
title: Perception of Organic Food

description: This is a dataset of raw and secondary data obtained form the survey conducted in 2020 at Polish and English universities. The file which contains a questionnaire used in the investigation is also included.
description: This work was supported by the National Science Centre, Poland, grant no 2019/35/D/HS4/00801.
DOI: 10.5281/zenodo.7740012
title: Perception of Organic Food

description: This is a dataset of raw and secondary data obtained form the survey conducted in 2020 at Polish and English universities. The file which contains a questionnaire used in the investigation is also included.
description: This work was supported by the National Science Centre, Poland, grant no 2019/35/D/HS4/00801.
DOI: 10.6084/m9.figshare.14635842
title: Unigems extra parts

description: Extra DNA sequences in SnapGene format with proposed parts to extend the existing Unigems parts and plasmids. The parts are untested, particularly the LuxI/LuxR system may not work. These resources accompany the Siddall et al. 2023 paper.
DOI: 10.5281/zenodo.7486653
title: Nigerian Power Network Dataset using NVSP

description: The load dynamics stability assessment was deduced using a new voltage stability pointer (NVSP). Each case study considers combinable contingency cases.
DOI: 10.21227/qk6a-fg20
title: Instance Dataset for Binary Linear and Quadratic Knapsack Problems

description: These datasets are instace datasets for "Quantum-inspired Genetic Algorithm with Chromosome Clustering: Applications to 0-1 Knapsack Problems".
DOI: 10.6084/m9.figshare.14626290
title: Unigems plasmids maps

description: These are plasmid maps in SnapGene format to accompany the Siddall et al. 2023 paper presenting the Unigems plasmids. All of the plasmids are available on Addgene https://www.addgene.org/Jaroslaw_Bryk/<br>
DOI: 10.6084/m9.figshare.14626290.v1
title: Unigems plasmids maps

description: These are plasmid maps in SnapGene format to accompany the Siddall et al. 2021 paper presenting the Unigems plasmids. All of the plasmids are available on Addgene https://www.addgene.org/Jaroslaw_Bryk/<br>
DOI: 10.34740/kaggle/dsv/5176429
title: Mujhe Kiyun Nikala
DOI: 10.34808/mh4x-h394
title: MIC/MBC values of the investigated extracts of propolis. Interactions of selected extracts with azoles and echinocandins.

description: This dataset contains results of our investigation aiming in determination of antimicrobial potential of the propolis extracts produced in our laboratory. The propolis samples were delivered by Polish beekeepers. Moreover in this dataset we presented results of our investigation aiming in assessment of interaction of the selected extracts of propolis and classical antifungals, namely azoles and echinocandins.
DOI: 10.6084/m9.figshare.22273330.v1
title: Haibei-data

description: Haibei whole-soil warming experiment data
DOI: 10.6084/m9.figshare.22273330
title: Haibei-data

description: Haibei whole-soil warming experiment data
DOI: 10.6084/m9.figshare.22273330.v3
title: Haibei-data

description: Haibei whole-soil warming experiment data
DOI: 10.6084/m9.figshare.22273330.v2
title: Haibei-data

description: Haibei whole-soil warming experiment data
DOI: 10.34740/kaggle/dsv/5176489
title: Pakistan Car Reviews
DOI: 10.5281/zenodo.7326674
title: Pathobionts in the tumour microbiota predict survival following resection for colorectal cancer - pre-processed data

description: A multicentre, prospective observational study was conducted of colorectal cancer (CRC) patients undergoing primary surgical resection in the United Kingdom and Czech Republic. Analysis was performed using metataxonomics (microbiome) and ultra-performance liquid chromatography mass spectrometry (UPLC-MS, metabolomics). Both datasets were pre-processed as described in the methods section of the main article. The data here were used as the input to the data analysis workflows available from Github.
DOI: 10.5281/zenodo.7326673
title: Pathobionts in the tumour microbiota predict survival following resection for colorectal cancer - pre-processed data

description: A multicentre, prospective observational study was conducted of colorectal cancer (CRC) patients undergoing primary surgical resection in the United Kingdom and Czech Republic. Analysis was performed using metataxonomics (microbiome) and ultra-performance liquid chromatography mass spectrometry (UPLC-MS, metabolomics). Both datasets were pre-processed as described in the methods section of the main article. The data here were used as the input to the data analysis workflows available from Github.
DOI: 10.6084/m9.figshare.22284130
title: Data for DOA estimation

description: Coprime array data
DOI: 10.5281/zenodo.7739992
title: Erroneous upload (to be deleted)

description: Erroneous upload
DOI: 10.5281/zenodo.7739993
title: Observational rainfall data of the 2021 mid-July flood event in Belgium – Part 2. Radar product RADFLOOD21

description: From July 13th to 16th 2021, a long period of sustained and heavy rainfall affected Central Europe producing extreme rainfall amounts in western Germany, eastern Belgium, Luxembourg and The Netherlands. In Belgium, this unusual event induced massive flooding on a large part of the country and was responsible for 39 fatalities and strong damages to buildings and infrastructures. Such extremely rare event needs to be documented as much as possible and data must be made available for further studies in hydrology, in urban planning and, more generally, in all multi-disciplinary studies aiming at identifying and understanding all factors leading to such disaster. The observational rainfall data available for Belgium during the period from July 13th to July 16th 2021 are here shared with the scientific community. These data are twofold and provided in 2 parts: <strong>Part 1. Observations from high-quality rain gauges:</strong> The dataset includes daily precipitation accumulation recorded by 323 weighing and manual rain gauges in Belgium as well as 5-min precipitation data recorded by 168 weighing rain gauges. These data were checked for possible errors and inconsistencies. The rain gauges observations are provided in csv format in 2 files: - RainGaugesData_FLOOD21_daily.csv - RainGaugesData_FLOOD21_5min.csv <strong>Part 2. Radar-based quantitative precipitation estimation (RADFLOOD21):</strong> This product provides a quantitative precipitation estimation of the event at high spatial (i.e., 1 km) and temporal (i.e., 5 min and hourly) resolutions. It is obtained after a careful processing of the weather radar measurements and a merging with rain gauge measurements.
DOI: 10.5281/zenodo.7740018
title: Erroneous upload (to be deleted)

description: Erroneous upload
DOI: 10.5255/ukda-sn-856320
title: Monthly Panel Datasets from Partnership, Fertility, and Labour Market Activity Information for the National Child Development Study, 1974-2014

description: This deposit contains three do files which were constructed as part of the project “Intergenerational income mobility: Gender, Partnerships and Poverty in the UK”, UKRI grant number ES/P007899/1. The aim of the do files is to convert partnership, fertility, and labour market activity information provided with the age 55 wave of the National Child Development Study into monthly panel format. There are separate do files to do this for each of the three aspects.
DOI: 10.34740/kaggle/dsv/5176542
title: Pakistan's Top 100 TikTokers
DOI: 10.18712/nsd-nsd3101-v1
title: The Effect of Immersion on Sense of Presence and Affect when Experiencing an Educational Scenario in Virtual Reality: A Randomized Controlled Study

description: Virtual reality (VR) technology has been used to learn skills for decades. While no standardized measure exists for learning outcomes in VR training, commonly explored outcomes are immersion, sense of presence and emotions. These outcomes has been explored in two VR conditions, immersive and desktop. The sample consisted of 134 university students (70 women), who played out a VR scenario in either desktop or immersive VR. The purpose of the project is to investigate whether an interactive video of a conflict is experienced differently in VR versus in flat video. Emotions and user experience are the measures that will be used to estimate this and are measured through digital questionnaires.
DOI: 10.34740/kaggle/dsv/5176579
title: Used Car Traders & Dealers in Pakistan
DOI: 10.5281/zenodo.7736782
title: European Commission - 2023 foresight report on raw materials and strategic supply chains

description: This dataset contains the results of the material demand scenarios for strategic technologies developed in the following report by the European Commission's Joint Research Centre (JRC) in partnership with DG GROW: Carrara, S., Bobba, S., Blagoeva, D., Alves Dias, P., Cavalli, A., Georgitzikis, K., Grohol, M., Itul, A., Kuzov, T., Latunussa, C., Lyons, L., Malano, G., Maury, T., Prior Arce, Á., Somers, J., Telsnig, T., Veeh, C., Wittmer, D., Black, C., Pennington, D., Christou, M., <em>Supply chain analysis and material demand forecast in strategic technologies and sectors in the EU – A foresight study</em>, Publications Office of the European Union, Luxembourg, 2023, doi:10.2760/386650, JRC132889 The material demand scenarios are complemented with information on the current global supply for the relevant materials. The report can be downloaded at the following link: https://publications.jrc.ec.europa.eu/repository/handle/JRC132889
DOI: 10.5281/zenodo.7736781
title: European Commission - 2023 foresight report on raw materials and strategic supply chains

description: This dataset contains the results of the material demand scenarios for strategic technologies developed in the following report by the European Commission's Joint Research Centre (JRC) in partnership with DG GROW: Carrara, S., Bobba, S., Blagoeva, D., Alves Dias, P., Cavalli, A., Georgitzikis, K., Grohol, M., Itul, A., Kuzov, T., Latunussa, C., Lyons, L., Malano, G., Maury, T., Prior Arce, Á., Somers, J., Telsnig, T., Veeh, C., Wittmer, D., Black, C., Pennington, D., Christou, M., <em>Supply chain analysis and material demand forecast in strategic technologies and sectors in the EU – A foresight study</em>, Publications Office of the European Union, Luxembourg, 2023, doi:10.2760/386650, JRC132889 The material demand scenarios are complemented with information on the current global supply for the relevant materials. The report can be downloaded at the following link: https://publications.jrc.ec.europa.eu/repository/handle/JRC132889
DOI: 10.5517/ccdc.csd.cc251qrq
title: CCDC 1997663: Experimental Crystal Structure Determination

description: Related Article: K.N. Brinda, Zhoveta Yhobu, Jan Grzegorz Małecki, Rangappa S. Keri, R. Geetha Balakrishna, D.H. Nagaraju, Srinivasa Budagumpi|2023|Int.J.Hydro.Eneg|48|10911|doi:10.1016/j.ijhydene.2022.12.124
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc26xwhj
title: CCDC 2053548: Experimental Crystal Structure Determination

description: Related Article: Yang Ye, Yunhe Bai, Luguang Qi, Tengteng Li, Li Yan, Qiuxiang Yin, Yating Zhang, Chuang Xie|2023|Cryst.Growth Des.|23|1403|doi:10.1021/acs.cgd.2c00938
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc26xwjk
title: CCDC 2053549: Experimental Crystal Structure Determination

description: Related Article: Yang Ye, Yunhe Bai, Luguang Qi, Tengteng Li, Li Yan, Qiuxiang Yin, Yating Zhang, Chuang Xie|2023|Cryst.Growth Des.|23|1403|doi:10.1021/acs.cgd.2c00938
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc289dqq
title: CCDC 2094413: Experimental Crystal Structure Determination

description: Related Article: Wenxia Fan, Ani Wang, Lei Wang, Xin Jiang, Zhenzhen Xue, Jinhua Li, Guoming Wang|2023|ACS Applied Materials and Interfaces|15|13600|doi:10.1021/acsami.2c21847
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2bq37f
title: CCDC 2166194: Experimental Crystal Structure Determination

description: Related Article: Shuang-Liang Liu, Ru Zhao, Menglong Li, Haoran Yang, Liming Zhou, Shaoming Fang|2023|Org.Lett.|25|1375|doi:10.1021/acs.orglett.3c00057
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.34740/kaggle/dsv/5176616
title: Sacred Games