cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/yjkr647mzb.2
title: Left angular gyrus disconnection impairs multiplication fact retrieval, descriptive data and scripts

description: This script and dataset belongs to a project examining which white matter disconnections following a unilateral stroke lesion lead to deficits in single-digit multiplication. First, unilateral voxel-based lesion symptom mapping was carried out on white disconnection maps using NiiStat (https://github.com/neurolabusc/NiiStat). White matter disconnection maps were created using the Lesion Quantification Toolkit (Griffis, J. C., Metcalf, N. V., Corbetta, M., & Shulman, G. L. (2021). Lesion Quantification Toolkit: A MATLAB software tool for estimating grey matter damage and white matter disconnections in patients with focal brain lesions. NeuroImage: Clinical, 30, 102639.) and the HCP-842 (Yeh, F. C., Panesar, S., Fernandes, D., Meola, A., Yoshino, M., Fernandez-Miranda, J. C., ... & Verstynen, T. (2018). Population-averaged atlas of the macroscale human structural connectome and its network topology. Neuroimage, 178, 57-68.) as the underlying white matter atlas. Results indicate significant voxels in the left arcuate fasciculus, temporopontine tract, and U-fibers. It was concluded that disconnection of these areas lead to a multiplication deficit. The results can be found in the folder "NiiStat results". A second analysis followed a disconnectome approach, whereby the disconnection of brain parcels was examined. Brain parcels were derived from the brainnetome atlas (Fan, L., Li, H., Zhuo, J., Zhang, Y., Wang, J., Chen, L., ... & Jiang, T. (2016). The human brainnetome atlas: a new brain atlas based on connectional architecture. Cerebral cortex, 26(8), 3508-3526.). A permutation analysis identified disconnections that were significantly associated with a multiplication deficit; once at a threshold of p = .05, and once at p = .01. The results can be found in the folders "Edges_p_05" and "Edges_p_01". Results suggest that especially disconnections of the left thalamus as well as the left IPS are associated with a multiplication deficit.
Due to an initial data entry error, results have been updated
DOI: 10.17632/yjkr647mzb.3
title: Left angular gyrus disconnection impairs multiplication fact retrieval, descriptive data and scripts

description: This script and dataset belongs to a project examining which white matter disconnections following a unilateral stroke lesion lead to deficits in single-digit multiplication. First, unilateral voxel-based lesion symptom mapping was carried out on white disconnection maps using NiiStat (https://github.com/neurolabusc/NiiStat). White matter disconnection maps were created using the Lesion Quantification Toolkit (Griffis, J. C., Metcalf, N. V., Corbetta, M., & Shulman, G. L. (2021). Lesion Quantification Toolkit: A MATLAB software tool for estimating grey matter damage and white matter disconnections in patients with focal brain lesions. NeuroImage: Clinical, 30, 102639.) and the HCP-842 (Yeh, F. C., Panesar, S., Fernandes, D., Meola, A., Yoshino, M., Fernandez-Miranda, J. C., ... & Verstynen, T. (2018). Population-averaged atlas of the macroscale human structural connectome and its network topology. Neuroimage, 178, 57-68.) as the underlying white matter atlas. Results indicate significant voxels in the left arcuate fasciculus, temporopontine tract, and U-fibers. It was concluded that disconnection of these areas lead to a multiplication deficit. The results can be found in the folder "NiiStat results". A second analysis followed a disconnectome approach, whereby the disconnection of brain parcels was examined. Brain parcels were derived from the brainnetome atlas (Fan, L., Li, H., Zhuo, J., Zhang, Y., Wang, J., Chen, L., ... & Jiang, T. (2016). The human brainnetome atlas: a new brain atlas based on connectional architecture. Cerebral cortex, 26(8), 3508-3526.). A permutation analysis identified disconnections that were significantly associated with a multiplication deficit; once at a threshold of p = .05, and once at p = .01. The results can be found in the folders "Edges_p_05" and "Edges_p_01". Results suggest that especially disconnections of the left thalamus as well as the left IPS are associated with a multiplication deficit.
The newest folder includes new analyses, as we created custom R-scripts to examine our data with bayesian statistics.
DOI: 10.17632/jshyjh9scc.1
title: LINF_330034800

description: Unc104-like kinesin
Leishmania infantum (strain JPCM5)
DOI: 10.17632/yxkmp7zy7d.1
title: LINF_330034700

description: isocitrate dehydrogenase | IDH-50
Leishmania infantum (strain JPCM5)
DOI: 10.17632/nk5w325gxp.3
title: Software for Calculating the Generalized Distillation Limit and Distillation Boundaries

description: The software is designed to calculate the Generalized Distillation Limit (GDL), Pitchfork Distillation Boundary (PDB), Total Reflux Boundary (TRB), and Feed Distillation Line (FDL) for continuous distillation in trayed columns with a single feed and the products in the form of a saturated liquid or vapor. The GDL and the distillation boundaries demarcate, among others, the feasible separation region for a given feed composition and its thermodynamic state. The software is written in Matlab. Its use is described in the manual, and Excel files with sample data are attached.
DOI: 10.17632/nk5w325gxp.1
title: Software for Calculating the Generalized Distillation Limit and Distillation Boundaries

description: The software is designed to calculate the Generalized Distillation Limit (GDL), Pitchfork Distillation Boundary (PDB), Total Reflux Boundary (TRB), and Feed Distillation Line (FDL) for continuous distillation in trayed columns with a single feed and the products in the form of a saturated liquid or vapor. The GDL and the distillation boundaries demarcate, among others, the feasible separation region for a given feed composition and its thermodynamic state. The software is written in Matlab. Its use is described in the manual, and Excel files with sample data are attached.
DOI: 10.17632/nk5w325gxp.2
title: Software for Calculating the Generalized Distillation Limit and Distillation Boundaries

description: The software is designed to calculate the Generalized Distillation Limit (GDL), Pitchfork Distillation Boundary (PDB), Total Reflux Boundary (TRB), and Feed Distillation Line (FDL) for continuous distillation in trayed columns with a single feed and the products in the form of a saturated liquid or vapor. The GDL and the distillation boundaries demarcate, among others, the feasible separation region for a given feed composition and its thermodynamic state. The software is written in Matlab. Its use is described in the manual, and Excel files with sample data are attached.
DOI: 10.17632/nk5w325gxp.4
title: Software for Calculating the Generalized Distillation Limit and Distillation Boundaries

description: The software is designed to calculate the Generalized Distillation Limit (GDL), Pitchfork Distillation Boundary (PDB), Total Reflux Boundary (TRB), and Feed Distillation Line (FDL) for continuous distillation in trayed columns with a single feed and the products in the form of a saturated liquid or vapor. The GDL and the distillation boundaries demarcate, among others, the feasible separation region for a given feed composition and its thermodynamic state. The software is written in Matlab. Its use is described in the manual, and Excel files with sample data are attached.
DOI: 10.17632/wmrgrb455c.1
title: Conjunto de dados de prontuários médicos de paciente COVID

description: Ao todos são 624 amostras coletadas de prontuários de pacientes COVID
DOI: 10.17632/wmrgrb455c.2
title: Conjunto de dados de prontuários médicos de paciente COVID

description: Ao todos são 624 amostras coletadas de prontuários de pacientes COVID-19
DOI: 10.17632/wmrgrb455c.3
title: Conjunto de dados de prontuários médicos de paciente COVID-19

description: Ao todos são 624 amostras coletadas de prontuários de pacientes COVID-19
DOI: 10.17632/wmrgrb455c.4
title: Conjunto de dados de prontuários médicos de paciente COVID-19

description: Ao todos são 624 amostras coletadas de prontuários de pacientes COVID-19
DOI: 10.6084/m9.figshare.13311710.v7
title: Mediumship

description: Extended data related to the Registered Report: Testing mediumship accuracy with a triple-blind protocol: -List of common questions; -Excerpts of the readings format;<br> -Statistical scripts. <br> Data related to the paper: "Mediumship accuracy: a quantitative and qualitative study with a triple-blind protocol" available at psyarxiv.com/fs3hc: <br> -ReadingScores.xlsx (accuracy data); -ReadingInfoTypes.xlsx (Types of information in Italian) <br> Data related to the paper: "Is there someone in the hereafter? Mediumship accuracy of 100 readings obtained with a triple level blinding protocol" available at psyarxic.com/ywea6 <br> -100ReadingResults <br> Data related to the paper " Mediumship information: retrieved from a repository or by an interaction with the deceased?" available at: - MediumshipInformationSource.xlsx <br>
DOI: 10.6084/m9.figshare.13311710.v9
title: Mediumship

description: Extended data related to the Registered Report: Testing mediumship accuracy with a triple-blind protocol: -List of common questions; -Excerpts of the readings format;<br> -Statistical scripts. <br> Data related to the paper: "Mediumship accuracy: a quantitative and qualitative study with a triple-blind protocol" available at psyarxiv.com/fs3hc: <br> -ReadingScores.xlsx (accuracy data); -ReadingInfoTypes.xlsx (Types of information in Italian) <br> Data related to the paper: "Is there someone in the hereafter? Mediumship accuracy of 100 readings obtained with a triple level blinding protocol" available at psyarxic.com/ywea6 <br> -100ReadingResults <br> Data related to the paper " Mediumship information: retrieved from a repository or by an interaction with the deceased?" available at: https://psyarxiv.com/w798e - MediumshipInformationSource.xlsx <br>
DOI: 10.6084/m9.figshare.13311710.v8
title: Mediumship

description: Extended data related to the Registered Report: Testing mediumship accuracy with a triple-blind protocol: -List of common questions; -Excerpts of the readings format;<br> -Statistical scripts. <br> Data related to the paper: "Mediumship accuracy: a quantitative and qualitative study with a triple-blind protocol" available at psyarxiv.com/fs3hc: <br> -ReadingScores.xlsx (accuracy data); -ReadingInfoTypes.xlsx (Types of information in Italian) <br> Data related to the paper: "Is there someone in the hereafter? Mediumship accuracy of 100 readings obtained with a triple level blinding protocol" available at psyarxic.com/ywea6 <br> -100ReadingResults <br> Data related to the paper " Mediumship information: retrieved from a repository or by an interaction with the deceased?" available at: https://psyarxiv.com/w798e - MediumshipInformationSource.xlsx <br>
DOI: 10.5519/qd.bk4dg0nt
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (13 records)
DOI: 10.5281/zenodo.6490537
title: German Local Protest News (GLPN) dataset

description: This dataset contains excerpts from newspaper articles of four German local newspapers labelled for relevancy in protest event analysis. It can be used to train machine learning models to detect news articles containing mentions of protest event for political analysis. For using a model trained on this data, it is recommended to preprocess new data in similar ways like this dataset. To retrieve the excerpts, we the following steps have been taken: split articles into sentences tag sentences that match the following regular expression: protest_regex = re.compile(r'protest|versamm|demonstr|kundgebung|kampagne|soziale bewegung|hausbesetz|streik|unterschriftensammlung|hasskriminalität|unruhen|aufruhr|aufstand|boykott|riot|aktivis|widerstand|mobilisierung|petition|bürgerinitiative|bürgerbegehren|aufmarsch', re.UNICODE | re.IGNORECASE) tag sentences predecessing or succeeding tagged sentences concatenate all tagged sentences to the excerpt. See the following code on github for an example: https://github.com/Leibniz-HBI/protest-event-analysis/blob/main/utils.py contains the function "reformat_df" that preprocesses a column named "text" of a given dataframe https://github.com/Leibniz-HBI/protest-event-analysis/blob/main/task-A_prediction.py contains an example on how to apply a model on new data Experiments on this dataset are described in the following paper: &gt; Wiedemann, G., Dollbaum, J. M., Haunss, S., Daphi, P., Meier, L. D. (2022): A Generalized Approach to Protest Event Detection in German Local News, In: Proceedings of the 13th International Conference on Language Resources and Evaluation (LREC 2022). Marseille, France. European Language Resources Association (ELRA). In case of questions on the dataset, please contact Gregor Wiedemann at the Leibniz-Institute for Media Research (HBI): g.wiedemann@leibniz-hbi.de
DOI: 10.13026/qgmg-0d46
title: PTB-XL, a large publicly available electrocardiography dataset

description: Electrocardiography (ECG) is a key diagnostic tool to assess the cardiac
condition of a patient. Automatic ECG interpretation algorithms as diagnosis
support systems promise large reliefs for the medical personnel - only on the
basis of the number of ECGs that are routinely taken. However, the development
of such algorithms requires large training datasets and clear benchmark
procedures. In our opinion, both aspects are not covered satisfactorily by
existing freely accessible ECG datasets.

The PTB-XL ECG dataset is a large dataset of 21837 clinical 12-lead ECGs from
18885 patients of 10 second length. The raw waveform data was annotated by up
to two cardiologists, who assigned potentially multiple ECG statements to each
record. The in total 71 different ECG statements conform to the SCP-ECG
standard and cover diagnostic, form, and rhythm statements. To ensure
comparability of machine learning algorithms trained on the dataset, we
provide recommended splits into training and test sets. In combination with
the extensive annotation, this turns the dataset into a rich resource for the
training and the evaluation of automatic ECG interpretation algorithms. The
dataset is complemented by extensive metadata on demographics, infarction
characteristics, likelihoods for diagnostic ECG statements as well as
annotated signal properties.
DOI: 10.13026/x4td-x982
title: PTB-XL, a large publicly available electrocardiography dataset

description: Electrocardiography (ECG) is a key diagnostic tool to assess the cardiac
condition of a patient. Automatic ECG interpretation algorithms as diagnosis
support systems promise large reliefs for the medical personnel - only on the
basis of the number of ECGs that are routinely taken. However, the development
of such algorithms requires large training datasets and clear benchmark
procedures. In our opinion, both aspects are not covered satisfactorily by
existing freely accessible ECG datasets.

The PTB-XL ECG dataset is a large dataset of 21837 clinical 12-lead ECGs from
18885 patients of 10 second length. The raw waveform data was annotated by up
to two cardiologists, who assigned potentially multiple ECG statements to each
record. The in total 71 different ECG statements conform to the SCP-ECG
standard and cover diagnostic, form, and rhythm statements. To ensure
comparability of machine learning algorithms trained on the dataset, we
provide recommended splits into training and test sets. In combination with
the extensive annotation, this turns the dataset into a rich resource for the
training and the evaluation of automatic ECG interpretation algorithms. The
dataset is complemented by extensive metadata on demographics, infarction
characteristics, likelihoods for diagnostic ECG statements as well as
annotated signal properties.
DOI: 10.5281/zenodo.6390767
title: Infiller database for silicone: IPCC AR6 WGIII version

description: <strong>Download and license information</strong> The data is available for download at the AR6 Scenario Explorer. Details about the be found in the license section of the AR6 Scenario Explorer . <strong>About the data set</strong> To fill in emissions not reported for scenarios in their submission to the database, we use a large set of harmonized AR6 global emissions pathways for inferring pathways based on the relationships between concurrent species development over time observed in the larger set. Infilling ensures that all relevant anthropogenic emissions are included in each climate run for each scenario. This makes the climate assessment of alternative scenarios more comparable and reduces the risk of a biased climate assessment, because not all climatically active emission species are reported by all IAMs. The infilling methods used are from an open-source Python software package called ‘silicone’ (Lamboll et al. 2020) This file is the harmonized emissions database that was used as "infiller database" for the IPCC AR6 WGIII report on the Mitigation of Climate Change, using data from the chapter on <em>Mitigation Pathways Compatible with Long-Term Goals </em>(Riahi and Schaeffer et al. 2022)<em> </em>as available in the AR6 Scenarios Database (Byers et al. 2022). <strong>References</strong> Edward Byers, Volker Krey, Elmar Kriegler, Keywan Riahi, Roberto Schaeffer, Jarmo Kikstra, Robin Lamboll, Zebedee Nicholls, Marit Sanstad, Chris Smith, Kaj-Ivar van der Wijst, Franck Lecocq, Joana Portugal-Pereira, Yamina Saheb, Anders Strømann, Harald Winkler, Cornelia Auer, Elina Brutschin, Claire Lepault, Eduardo Müller-Casseres, Matthew Gidden, Daniel Huppmann, Peter Kolp, Giacomo Marangoni, Michaela Werning, Katherine Calvin, Celine Guivarch, Tomoko Hasegawa, Glen Peters, Julia Steinberger, Massimo Tavoni, Detlef von Vuuren, Piers Forster, Jared Lewis, Malte Meinshausen, Joeri Rogelj, Bjorn Samset, Ragnhild Skeie, Alaa Al Khourdajie.<br> <em>AR6 Scenarios Database hosted by IIASA</em><br> International Institute for Applied Systems Analysis, 2022.<br> doi: 10.5281/zenodo.5886912 | url: data.ene.iiasa.ac.at/ar6/ Keywan Riahi, Roberto Schaeffer, et al.<br> <em>Mitigation Pathways Compatible with Long-Term Goals</em>, in "Mitigation of Climate Change".<br> Intergovernmental Panel on Climate Change, Geneva, 2022.<br> url: Sixth Assessment Report Working Group III Lamboll, R.D., Nicholls, Z.R., Kikstra, J.S., Meinshausen, M. and<br> Rogelj, J., 2020. Silicone v1. 0.0: an open-source Python package for<br> inferring missing emissions data for climate change research. <em>Geoscientific Model Development</em>, <em>13</em>(11), pp.5259-5275.
description: J.S.K. was supported by the Natural Environment Research Council under grant agreement NE/S007415/1.
DOI: 10.5519/qd.si582wok
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (146 records)
DOI: 10.3886/e171441v1-130480
title: Sluggish Cognitive Tempo: Examining its Impact on Educational Functioning

description: The purpose of this project was to examine the academic and socio-emotional problems experienced by children with and without elevated sluggish cognitive tempo (SCT) symptoms. SCT refers to a specific set of attentional symptoms, including excessive daydreaming, mental confusion, seeming to be "in a fog," and slowed thinking or behavior. It is a unique pattern of attentional difficulties that are not captured by attention-deficit/hyperactivity disorder (ADHD). This study found that SCT can be reliably assessed by teachers using school-wide screening procedures, with SCT being distinct from ADHD inattention and invariant across sex and grade. This study also found children with elevated SCT symptoms to have poorer academic functioning than children without SCT, with findings across different academic methods (including standardized achievement scores and grade point average) and when controlling for ADHD inattentive symptoms.<br>
DOI: 10.18112/openneuro.ds004332.v1.0.0
title: Datasets with and without deliberate head movements for evaluating the performance of markerless prospective motion correction and selective reacquisition in a general clinical protocol for brain MRI
DOI: 10.6084/m9.figshare.21406866.v5
title: raw data

description: Nothing
DOI: 10.6084/m9.figshare.20110280
title: Patient and clinician priorities for the organization of primary cardiovascular care in Quebec [Delphi study]

description: Cardiovascular diseases are the leading cause of death and disability worldwide. Little is known about the organizational priorities of patients and clinicians involved in primary cardiovascular care. This study aimed to identify their shared top priorities and explore on which aspects their perspectives differed. A three-round modified e-Delphi study was carried out with patients and clinicians in seven primary care settings from metropolitan, suburban and small-town areas in Quebec, Canada. Patient partners experienced in the mobilization of their experiential knowledge also participated in the study. Following an “open” round (up to 5 important organizational aspects mentioned in free-text fields), the items elicited were assessed by a combined rating and ranking approach during rounds 2 and 3. Participants were randomly allocated to a rating or ranking subpanel stratified by their sex (female, male) and status (clinic patient, faculty patient partner, clinician) to maintain balance between both groups. Items achieving an initial consensus level ≥70% in round 2 were reassessed during the final (third) round. The study was approved by the University of Montreal Hospital Research Centre’s research ethics committee (project number 17.305). Participant recruitment and data collection took place over a one-year period, from November 2019 to November 2020. <br> Please see the README_file for more information about the variables in the dataset.
DOI: 10.34943/dba5cb7e-7909-4264-ace0-9f671347eb4e
title: Atlantic Oceanographic Radar System Deployed 2021-08-12

description: The Nova Scotia Shelf CODAR Array was deployed on 2021-08-12 at Atlantic. The Atlantic region includes the Bay of Fundy and areas in the Altantic ocean. This device is a Oceanographic Radar System. Oceanographic radars measure the ocean surface currents and waves in near real-time, by timing reflected radio waves, and contribute to an accurate prediction of severe weather conditions. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.6084/m9.figshare.21440424.v3
title: Luminex Corporation_Amnis_ISEVxTech_DATA.zip

description: <strong>ISEVxTech rEV Characterization Study</strong> The purpose of the study is to highlight the utility that each assay/platform can provide for the research community and demonstrate what is achievable by the manufacturer. It is clear from the EV literature that orthogonal measurements of EVs is recommended and it is our aim to demonstrate the concordance and utility of data acquired from different platforms that work in complementary ways. Simultaneously, the organizers are aiming to promote reporting transparency, along with standard data analysis and reporting. This study will kick-start an open ISEV Task Force standardization study, with the sponsor company data setting a benchmark for their platforms / assays. <strong>This data was acquired in CellStream and ImageStream imaging flow cytometry systems using recombinant GFP-EVs.</strong> <strong>Copyright 2022 Luminex Corporation, a DiaSorin Company. For research use only. </strong>
DOI: 10.48420/16908415
title: COVID-19 Research Datasets: Meta-regression Analysis

description: The datasets from this article.<br> <br> Tan, L., and D. M. Schultz, 2022: How is COVID-19 affected by weather? Meta-regression of 158 studies and recommendations for best practices in future research. <em>Wea. Climate Soc.,</em> <strong>14, </strong>237–255, https://doi.org/10.1175/WCAS-D-21-0132.1.