cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/rdky78bk8r.1
title: Data for "Best Practices for Your Exploratory Factor Analysis: Factor Tutorial" published by RAC-Revista de Administração Contemporânea

description: This repository contains material related to the analysis performed in the article "Best Practices for Your Exploratory Factor Analysis: Factor Tutorial". The material includes the data used in the analyses in .dat format, the labels (.txt) of the variables used in the Factor software, the outputs (.txt) evaluated in the article, and videos (.mp4 with English subtitles) recorded for the purpose of explaining the article. The videos can also be accessed in the following playlist: https://youtube.com/playlist?list=PLDfyRtHbxiZ3R-T3H1cY8dusz273aUFVe. Below is a summary of the article: "Exploratory Factor Analysis (EFA) is one of the statistical methods most widely used in Administration, however, its current practice coexists with rules of thumb and heuristics given half a century ago. The purpose of this article is to present the best practices and recent recommendations for a typical EFA in Administration through a practical solution accessible to researchers. In this sense, in addition to discussing current practices versus recommended practices, a tutorial with real data on Factor is illustrated, a software that is still little known in the Administration area, but freeware, easy to use (point and click) and powerful. The step-by-step illustrated in the article, in addition to the discussions raised and an additional example, is also available in the format of tutorial videos. Through the proposed didactic methodology (article-tutorial + video-tutorial), we encourage researchers/methodologists who have mastered a particular technique to do the same. Specifically, about EFA, we hope that the presentation of the Factor software, as a first solution, can transcend the current outdated rules of thumb and heuristics, by making best practices accessible to Administration researchers"
DOI: 10.48370/ofd/twerra/fg5tcv
title: HMW_Cornus_sanguinea_L._H_7970.jpg

description: :unav
DOI: 10.48370/ofd/twerra
title: Deren świdwa (Cornus sanguinea L.), 7970

description: Herbarium
DOI: 10.17632/844ktyf9pd.2
title: Product line selection of fast-moving consumer goods under stochastic demand: instances

description: These files contain instances (no prefix), solutions (prefix w), scenario sets (prefix c), and multivariate distribution approximations resulting from scenario reductions (prefix p for probability files and s for scenario files). For the full description and see Description.pdf within this repository.
DOI: 10.48370/ofd/ql6d1c/miv7ja
title: HMW_Cornus_sanguinea_L._H_8634.jpg

description: :unav
DOI: 10.48370/ofd/ql6d1c
title: Dereń świdwa (Cornus sanguinea L.), 8634

description: Herbarium
DOI: 10.48370/ofd/h2cooc/j0fm80
title: HMW_Cornus_sanguinea_L._H_4275.jpg

description: :unav
DOI: 10.48370/ofd/h2cooc
title: Dereń świdwa (Cornus sanguinea L.), 4275

description: Herbarium
DOI: 10.5281/zenodo.5106615
title: Dataset for the manuscript Marmet, Wicki, Gmel, Gachoud, Daeppen, Bertholet, Studer (2021). The psychological impact of the COVID-19 crisis is higher among young Swiss men with a lower socioeconomic status: evidence from a cohort study. Plos One. DOI:10.1371/journal.pone.0255050

description: Dataset for the manuscript Marmet, Wicki, Gmel, Gachoud, Daeppen, Bertholet, Studer (2021). The psychological impact of the COVID-19 crisis is higher among young Swiss men with a lower socioeconomic status: evidence from a cohort study. Plos One DOI:10.1371/journal.pone.0255050 The dataset contains all data needed to reproduce the results in the above cited manuscript. Variable description and labels can be found in the codebook. For further information on the instruments used please refer to the manuscript.
DOI: 10.5281/zenodo.5106614
title: Dataset for the manuscript Marmet, Wicki, Gmel, Gachoud, Daeppen, Bertholet, Studer (2021). The psychological impact of the COVID-19 crisis is higher among young Swiss men with a lower socioeconomic status: evidence from a cohort study. Plos One. DOI:10.1371/journal.pone.0255050

description: Dataset for the manuscript Marmet, Wicki, Gmel, Gachoud, Daeppen, Bertholet, Studer (2021). The psychological impact of the COVID-19 crisis is higher among young Swiss men with a lower socioeconomic status: evidence from a cohort study. Plos One DOI:10.1371/journal.pone.0255050 The dataset contains all data needed to reproduce the results in the above cited manuscript. Variable description and labels can be found in the codebook. For further information on the instruments used please refer to the manuscript.
DOI: 10.14457/cu.the.2007.2213
title: การศึกษาการพยาบาลที่เน้นพฤติกรรมบำบัดต่อพฤติกรรมก้าวร้าวในเด็กออทิสติกโรงพยาบาลยุวประสาทไวทโยปถัมภ์
DOI: 10.14457/cu.the.2007.2214
title: การศึกษาการปรับเปลี่ยนพฤติกรรมความคิดร่วมกับการฝึกผ่อนคลายกล้ามเนื้อแบบกลุ่ม ต่อภาวะวิตกกังวลของผู้ป่วยสูงอายุโรควิตกกังวล อำเภอลำสนธิ จังหวัดลพบุรี
DOI: 10.6084/m9.figshare.14602032.v2
title: Data and Codes for Accessibility and Market Potential Analsysis

description: Geodatabase FL_data.gdb contains two features (Hospitals and ZIP_Code_Area) and one table (flow_clean). The Python Scripts calculate various accessibility and market potential scores.
DOI: 10.5281/zenodo.4953926
title: Phylogeny of the Varidnaviria morphogenesis module: congruence and incongruence with the tree of life and viral taxonomy(Data)

description: Data files for the article "Phylogeny of the Varidnaviria morphogenesis module: congruence and incongruence with the tree of life and viral taxonomy".
DOI: 10.5281/zenodo.4597566
title: Phylogeny of the Varidnaviria morphogenesis module: congruence and incongruence with the tree of life and viral taxonomy(Data)

description: Data files for the article "Phylogeny of the Varidnaviria morphogenesis module: congruence and incongruence with the tree of life and viral taxonomy".
DOI: 10.5281/zenodo.5101272
title: UniToBrain Dataset

description: The University of Turin (UniTO) released the open-access dataset UniTOBrain collected for the homonymous Use Case 3 in the DeepHealth project (https://deephealth-project.eu/). UniToBrain is a dataset of Computed Tomography (CT) perfusion images (CTP). The dataset includes 100 training subjects and 15 testing subjects used in a submitted publication for the training and the testing of a Convolutional Neural Network (CNN, see for details: https://arxiv.org/abs/2101.05992, https://paperswithcode.com/paper/neural-network-derived-perfusion-maps-a-model, https://www.medrxiv.org/content/10.1101/2021.01.13.21249757v1). The UniTO team released this dataset publicly. This is a subsample of a greater dataset of 258 subjects that will be soon available for download at https://ieee-dataport.org/.<br> CTP data from 258 consecutive patients were retrospectively obtained from the hospital PACS of Città della Salute e della Scienza di Torino (Molinette). CTP acquisition parameters were as follows: Scanner GE, 64 slices, 80 kV, 150 mAs, 44.5 sec duration, 89 volumes (40 mm axial coverage), injection of 40 ml of Iodine contrast agent (300 mg/ml) at 4 ml/s speed. Along with the dataset, we provide some utility files. dicomtonpy.py: It converts the dicom files in the dataset to numpy arrays. These are 3D arrays, where CT slices at the same height are piled-up over the temporal acquisition. dataloader_pytorch.py: Dataloader for the pytorch deep learning framework. It converts the numpy arrays in normalized tensors, which can be provided as input to standard deep learning models. dataloader_pyeddl.py: Dataloader for the pyeddl deep learning framework. It converts the numpy arrays in normalized tensors, which can be provided as input to standard deep learning models using the european library EDDL. Visit https://github.com/EIDOSlab/UC3-UNITOBrain to have a full companion code where a U-Net model is trained over the dataset.
description: {"references": ["Bennink E, Oosterbroek J, Kudo K, Viergever MA, Velthuis BK, de Jong HWAM. Fast nonlinear regression method for CT brain perfusion analysis. Journal of Medical Imaging 2016. https://doi.org/10.1117/1.jmi.3.2.026003.", "Klein S, Staring M, Murphy K, Viergever MA, Pluim JPW. Elastix: A toolbox for intensity-based medical image registration. IEEE Transactions on Medical Imaging 2010. https://doi.org/10.1109/TMI.2009.2035616.", "Tomasi C, Manduchi R. Bilateral filtering for gray and color images. Proceedings of the IEEE International Conference on Computer Vision, 1998. https://doi.org/10.1109/iccv.1998.710815."]}
DOI: 10.48370/ofd/z3sszh/zj9ojz
title: HMW_Carex_limosa_L._H_8247.jpg

description: :unav
DOI: 10.48370/ofd/z3sszh
title: Turzyca bagienna (Carex limosa L.), 8247

description: Herbarium
DOI: 10.48370/ofd/nhk95m/fwzxhi
title: HMW_Carex_limosa_L._H_8193.jpg

description: :unav
DOI: 10.48370/ofd/nhk95m
title: Turzyca bagienna (Carex limosa L.), 8193

description: Herbarium
DOI: 10.6084/m9.figshare.14994165
title: Data and Codes for Accessibility and Market Potential Analysis

description: Geodatabase FL_data.gdb contains two features (Hospitals and ZIP_Code_Area) and one table (flow_clean). The Python Scripts calculate various accessibility and market potential scores.
DOI: 10.6084/m9.figshare.14994165.v1
title: Data and Codes for Accessibility and Market Potential Analysis

description: Geodatabase FL_data.gdb contains two features (Hospitals and ZIP_Code_Area) and one table (flow_clean). The Python Scripts calculate various accessibility and market potential scores.
DOI: 10.48370/ofd/hhujz4/srteri
title: HMW_Carex_limosa_L._H_8191.jpg

description: :unav
DOI: 10.48370/ofd/hhujz4
title: Turzyca bagienna (Carex limosa L.), 8191

description: Herbarium
DOI: 10.48370/ofd/pdlcyz/knkobu
title: HMW_Carex_limosa_L._H_6966.jpg

description: :unav
DOI: 10.48370/ofd/pdlcyz
title: Turzyca bagienna (Carex limosa L.), 6966

description: Herbarium
DOI: 10.48370/ofd/zqlcho/axqyg8
title: HMW_Carex_limosa_L._H_4363.jpg

description: :unav
DOI: 10.48370/ofd/zqlcho
title: Turzyca bagienna (Carex limosa L.), 4363

description: Herbarium
DOI: 10.48370/ofd/py8jvl/o49jec
title: HMW_Carex_limosa_L._H_8250.jpg

description: :unav
DOI: 10.48370/ofd/py8jvl
title: Turzyca bagienna (Carex limosa L.), 8250

description: Herbarium
DOI: 10.48370/ofd/cvifin/gssdzt
title: HMW_Carex_limosa_L._H_6918.jpg

description: :unav
DOI: 10.48370/ofd/cvifin
title: Turzyca bagienna (Carex limosa L.), 6918

description: Herbarium
DOI: 10.48370/ofd/3xcbel/jnet3f
title: HMW_Carex_limosa_L._H_5907.jpg

description: :unav
DOI: 10.48370/ofd/3xcbel
title: Turzyca bagienna (Carex limosa L.), 5907

description: Herbarium
DOI: 10.48370/ofd/ntv8tg/6wefnb
title: HMW_Carex_limosa_L._H_4838.jpg

description: :unav
DOI: 10.48370/ofd/ntv8tg
title: Turzyca bagienna (Carex limosa L.), 4838

description: Herbarium
DOI: 10.48370/ofd/utageb/mn6ywh
title: HMW_Carex_limosa_L._H_4837.jpg

description: :unav
DOI: 10.48370/ofd/utageb
title: Turzyca bagienna (Carex limosa L.), 4837

description: Herbarium
DOI: 10.48370/ofd/cykevg/ddanxw
title: HMW_Carex_limosa_L._H_6111.jpg

description: :unav
DOI: 10.48370/ofd/cykevg
title: Turzyca bagienna (Carex limosa L.), 6111

description: Herbarium
DOI: 10.48370/ofd/xcevj5/nc3kvy
title: HMW_Carex_limosa_L._H_6107.jpg

description: :unav
DOI: 10.48370/ofd/xcevj5
title: Turzyca bagienna (Carex limosa L.), 6107

description: Herbarium
DOI: 10.48370/ofd/hpn3fk/a9gkfv
title: HMW_Carex_limosa_L._H_5955.jpg

description: :unav
DOI: 10.48370/ofd/hpn3fk
title: Turzyca bagienna (Carex limosa L.), 5955

description: Herbarium
DOI: 10.48370/ofd/lvc9t5/qlhss6
title: HMW_Carex_limosa_L._H_5947.jpg

description: :unav
DOI: 10.48370/ofd/lvc9t5
title: Turzyca bagienna (Carex limosa L.), 5947

description: Herbarium
DOI: 10.5285/fbee7b3d-bf85-452a-b8c4-a83dce4e14ce
title: Ice tilt time-series from sensors installed in boreholes drilled into Khumbu Glacier, Nepal, in 2017 and 2018 as part of EverDrill research project - VERSION 2.0

description: The datasets are ice tilt time series from strings of accelerometers, each located at a discrete depth within one of three boreholes into Khumbu Glacier, Nepal. Ice deformation can be derived from this tilt data, but has not yet been calculated. Boreholes were drilled in May 2017 and 2018 to investigate the internal properties of Khumbu Glacier, specifically ice thickness, temperature, deformation and structure, as part of the NERC-funded 'EverDrill' research project. Supporting borehole information is provided as a related dataset. Funding was provided by the NERC grant NE/P00265X/1 and NE/P002021/1.
description: The datasets are ice deformation time series recorded by accelerometers mounted on strings installed into three boreholes drilled into Khumbu Glacier, Nepal. For borehole information, see the related datasets.
description: Borehole tilt and ice deformation sensors installed in 2017 were three-axis analog micromechanical system accelerometers (model MMA7361), controlled by Campbell Scientific CR1000 data loggers from the glacier surface. The sensors were installed so that the z axis recorded approximately 1 g when hanging vertically in the borehole. The digital sensors installed in 2018 are three-axis accelerometer/three-axes gyroscopes (model MPU6050), and also contain thermistors to measure temperature (model DS18B20), all controlled by a RS-485 data logger. Roll and pitch read values of 0 when the sensor is perfectly vertical hanging in the borehole. Resolution: The accelerometers installed in 2017 have an accuracy of 800 mV g-1 stated by the manufacturer (where g is the normalised gravity vector). A further calibration was carried out (details in Doyle et al. (2018)), resulting in the absolute accuracy of the tilt sensors being determined to be less than +/- 1 degree. The digital sensors installed in 2018 also measured temperature, however, these were not calibrated and are therefore only accurate to +/- 0.5 degrees Celsius.
description: Detailed methodology, including accuracy estimation, is presented in the referenced publication. Resolution: The accelerometers installed in 2017 have an accuracy of 800 mV g-1 stated by the manufacturer (where g is the normalised gravity vector). A further calibration was carried out (details in Doyle et al. (2018)), resulting in the absolute accuracy of the tilt sensors being determined to be less than ± 1 degree. The digital sensors installed in 2018 also measured temperature, however, these were not calibrated and are therefore only accurate to ± 0.5 degrees Celsius.
DOI: 10.6084/m9.figshare.14994318
title: Supplementary Material for: The Combined Usage of the Global Leadership Initiative on Malnutrition Criteria and Controlling Nutrition Status Score in Acute Care Hospitals

description: <b><i>Introduction:</i></b> The Global Leadership Initiative on Malnutrition (GLIM) lacks reliable blood tests for evaluating the nutrition status. We retrospectively compared the GLIM criteria, Controlling Nutrition Status (CONUT) score, and Subjective Global Assessment (SGA) to establish effective malnutrition screening and provide appropriate nutritional interventions according to severity. <b><i>Methods:</i></b> We classified 177 patients into 3 malnutrition categories (normal/mild, moderate, and severe) according to the GLIM criteria, CONUT score, and SGA. We investigated the malnutrition prevalence, concordance of malnutrition severity, predictability of clinical outcome, concordance by etiology, and clinical outcome by inflammation. <b><i>Results:</i></b> The highest prevalence of malnutrition was found using the GLIM criteria (87.6%). Concordance of malnutrition severity was low between the GLIM criteria and CONUT score. Concordance by etiology was low in all groups but was the highest in the “acute disease” group. The area under the curve of clinical outcome and that of the “with inflammation group” were significantly higher when using the CONUT score versus using the other tools (0.679 and 0.683, respectively). <b><i>Conclusion:</i></b> The GLIM criteria have high sensitivity, while the CONUT score can effectively predict the clinical outcome of malnutrition. Their combined use can efficiently screen for malnutrition and patient severity in acute care hospitals.
DOI: 10.6084/m9.figshare.14994333
title: Supplementary Material for: Use of Incentive Spirometry in Adults following Cardiac, Thoracic, and Upper Abdominal Surgery to Prevent Post-Operative Pulmonary Complications: A Systematic Review and Meta-Analysis

description: <b><i>Background:</i></b> Currently, consensus on the effectiveness of incentive spirometry (IS) following cardiac, thoracic, and upper abdominal surgery has been based on randomized controlled trials (RCTs) and systematic reviews of lower methodological quality. To improve the quality of the research and to account for the effects of IS following thoracic surgery, in addition to cardiac and upper abdominal surgery, we performed a meta-analysis with thorough application of the Grading of Recommendations Assessment, Development and Evaluation scoring system and extensive reference to the Cochrane Handbook for Systematic Reviews of Interventions. <b><i>Objective:</i></b> The objective of this study was to determine, with rigorous methodology, whether IS for adult patients (18 years of age or older) undergoing cardiac, thoracic, or upper abdominal surgery significantly reduces30-day post-operative pulmonary complications (PPCs), 30-day mortality, and length of hospital stay (LHS) when compared to other rehabilitation strategies. <b><i>Methods:</i></b> The literature was searched using Cochrane Central Register of Controlled Trials, MEDLINE, EMBASE, CINAHL, and Web of Science for RCTs between the databases’ inception and March 2019. A random-effect model was selected to calculate risk ratios (RRs) with 95% confidence intervals (CIs). <b><i>Results:</i></b> Thirty-one RCTs involving 3,776 adults undergoing cardiac, thoracic, or upper abdominal surgery were included. By comparing the use of IS to other chest rehabilitation strategies, we found that IS alone did not significantly reduce 30-day PPCs (RR = 1.00, 95% CI: 0.88–1.13) or 30-day mortality (RR = 0.73, 95% CI: 0.42–1.25). Likewise, there was no difference in LHS (mean difference = −0.17,95% CI: −0.65 to 0.30) between IS and the other rehabilitation strategies. None of the included trials significantly impacted the sensitivity analysis and publication bias was not detected. <b><i>Conclusions:</i></b> This meta-analysis showed that IS alone likely results in little to no reduction in the number of adult patients with PPCs, in mortality, or in the LHS, following cardiac, thoracic, and upper abdominal surgery.
DOI: 10.6084/m9.figshare.14994333.v1
title: Supplementary Material for: Use of Incentive Spirometry in Adults following Cardiac, Thoracic, and Upper Abdominal Surgery to Prevent Post-Operative Pulmonary Complications: A Systematic Review and Meta-Analysis

description: <b><i>Background:</i></b> Currently, consensus on the effectiveness of incentive spirometry (IS) following cardiac, thoracic, and upper abdominal surgery has been based on randomized controlled trials (RCTs) and systematic reviews of lower methodological quality. To improve the quality of the research and to account for the effects of IS following thoracic surgery, in addition to cardiac and upper abdominal surgery, we performed a meta-analysis with thorough application of the Grading of Recommendations Assessment, Development and Evaluation scoring system and extensive reference to the Cochrane Handbook for Systematic Reviews of Interventions. <b><i>Objective:</i></b> The objective of this study was to determine, with rigorous methodology, whether IS for adult patients (18 years of age or older) undergoing cardiac, thoracic, or upper abdominal surgery significantly reduces30-day post-operative pulmonary complications (PPCs), 30-day mortality, and length of hospital stay (LHS) when compared to other rehabilitation strategies. <b><i>Methods:</i></b> The literature was searched using Cochrane Central Register of Controlled Trials, MEDLINE, EMBASE, CINAHL, and Web of Science for RCTs between the databases’ inception and March 2019. A random-effect model was selected to calculate risk ratios (RRs) with 95% confidence intervals (CIs). <b><i>Results:</i></b> Thirty-one RCTs involving 3,776 adults undergoing cardiac, thoracic, or upper abdominal surgery were included. By comparing the use of IS to other chest rehabilitation strategies, we found that IS alone did not significantly reduce 30-day PPCs (RR = 1.00, 95% CI: 0.88–1.13) or 30-day mortality (RR = 0.73, 95% CI: 0.42–1.25). Likewise, there was no difference in LHS (mean difference = −0.17,95% CI: −0.65 to 0.30) between IS and the other rehabilitation strategies. None of the included trials significantly impacted the sensitivity analysis and publication bias was not detected. <b><i>Conclusions:</i></b> This meta-analysis showed that IS alone likely results in little to no reduction in the number of adult patients with PPCs, in mortality, or in the LHS, following cardiac, thoracic, and upper abdominal surgery.
DOI: 10.6084/m9.figshare.14994357.v1
title: Cuestionario infancia en Bolivia y competencias mediáticas

description: Cuestionario.
DOI: 10.6084/m9.figshare.14994357
title: Cuestionario infancia en Bolivia y competencias mediáticas

description: Cuestionario.
DOI: 10.24339/a2b7d09a-ea74-4791-8659-733fdb91c79d
title: Influence of Covid-19 building restrictions on physical activity promotion through increased stair use and limited elevator access, a quasi-experimental study – SPAG active campus project - Data Sheet

description: This Data Sheet contains the formatted data for the article published within the Journal of Physical Activity and Health
DOI: 10.48370/ofd/w1fuu2/kk0qym
title: HMW_Caltha_palustris_L._H_2136.jpg

description: :unav
DOI: 10.48370/ofd/w1fuu2
title: Knieć błotna (Caltha palustris L.), 2136

description: Herbarium
DOI: 10.48370/ofd/ljxrdu/e9elch
title: HMW_Caltha_palustris_L._H_2131.jpg

description: :unav
DOI: 10.48370/ofd/ljxrdu
title: Knieć błotna (Caltha palustris L.), 2131

description: Herbarium
DOI: 10.48370/ofd/1lytmi/0y2d4w
title: HMW_Caltha_palustris_L._H_2133.jpg

description: :unav
DOI: 10.48370/ofd/1lytmi
title: Knieć błotna (Caltha palustris L.), 2133

description: Herbarium
DOI: 10.48370/ofd/xllldk/8zqjbx
title: HMW_Caltha_palustris_L._H_2131.jpg

description: :unav
DOI: 10.48370/ofd/xllldk
title: Knieć błotna (Caltha palustris L.), 2131

description: Herbarium
DOI: 10.48370/ofd/6c9roy/uos8m7
title: HMW_Caltha_palustris_L._H_0768.jpg

description: :unav
DOI: 10.48370/ofd/6c9roy
title: Knieć błotna (Caltha palustris L.), 768

description: Herbarium
DOI: 10.48370/ofd/drhcwn/6hwzty
title: HMW_Caltha_palustris_L._H_0767.jpg

description: :unav
DOI: 10.48370/ofd/drhcwn
title: Knieć błotna (Caltha palustris L.), 767

description: Herbarium
DOI: 10.6084/m9.figshare.14994270
title: Effects of dental factors on fungal sinusitis

description: data of 3 groups of patients
DOI: 10.6084/m9.figshare.14994270.v2
title: Effects of dental factors on fungal sinusitis

description: data of 3 groups of patients
DOI: 10.5281/zenodo.3240538
title: Data from: Andriollo T., Gillet F., Michaux J.R., Ruedi M. (2019). The menu varies with metabarcoding practices: A case study with the bat Plecotus auritus. PLoS ONE 14(7)

description: <strong>Supporting data for: </strong>Andriollo T., Gillet F., Michaux J.R., Ruedi M. (2019). The menu varies with metabarcoding practices: a case study with the bat <em>Plecotus auritus</em>. PLoS ONE 14(7): e0219135. https://doi.org/10.1371/journal.pone.0219135 Raw DNA sequences of prey of <em>Plecotus auritus</em>. Sampling information separated by semicolums as folows: &gt;Sequence number; Colony; Date; Sample name; Dataset; Is the sequence attributable to the diet or not (Diet); Read numbers (Size); DNA sequence