cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25934/pr00005791.5
title: Available IPD datapackage for study 'A Phase II, Multicenter, Single-arm Study of MPDL3280A in Patients With PD-L1-Positive Locally Advanced or Metastatic Non-small Cell Lung Cancer'

description: This multicenter, single-arm study will evaluate the efficacy and safety of atezolizumab (MPDL3280A) in participants with PD-L1-positive locally advanced or metastatic NSCLC. Participants will receive an intravenous (IV) dose of 1200 milligrams (mg) atezolizumab (MPDL3280A) on Day 1 of 21-day cycles until disease progression. Eligible participants will be categorized in to three groups as follows:   1. Participants with no prior chemotherapy for advanced disease;   2. Participants who progress during or following a prior-platinum based chemotherapy regimen for advanced disease (2L+participants);   3. Participants who are 2L+ and previously treated for brain metastases.
DOI: 10.5281/zenodo.5949440
title: Synergistic HNO3–H2SO4–NH3 upper tropospheric particle formation: data resources & code

description: Data presented in the manuscript "Synergistic HNO3–H2SO4–NH3 upper tropospheric particle formation" currently in review. The manuscript associated with this data was written using results from the CLOUD experiment at CERN, and the author list is a subset of the CLOUD collaboration.
DOI: 10.5281/zenodo.5949439
title: Synergistic HNO3–H2SO4–NH3 upper tropospheric particle formation: data resources & code

description: Data presented in the manuscript "Synergistic HNO3–H2SO4–NH3 upper tropospheric particle formation" currently in review. The manuscript associated with this data was written using results from the CLOUD experiment at CERN, and the author list is a subset of the CLOUD collaboration.
DOI: 10.6084/m9.figshare.19114850
title: Untitled Item Existential Vacuum and its Relationship with Family-based Support among Battered Women

description: This aim of this study was to determine the relationship between existential vacuum and family-based support among battered women who visit Ministry of Social Development protection centers. The correlational approach was used to achieve the study’s goals. The study was conducted on a sample consisted of (127) battered women in Palestine. The current study’s findings revealed a moderate level of existential vacuum and family-based support; as well as an inverse relationship between existential vacuum and family-based support among battered women. Furthermore, there were no differences in the level of existential vacuum among battered women due to the academic qualification, whereas there were differences attributed to the number of children in favor of more than 3 children. The findings also revealed differences in the level of the family-based support among battered women due to the academic qualification in favor of higher than Tawjihi, as well as differences attributed to children variable in favor of (1-3 children). Based on our findings, we recommend that family-based institutions have to provide battered women with all forms of family-based support, as this has a significant impact on their feelings of being prevented from being present, particularly for women with limited access to education.
DOI: 10.6084/m9.figshare.19114850.v1
title: Untitled Item Existential Vacuum and its Relationship with Family-based Support among Battered Women

description: This aim of this study was to determine the relationship between existential vacuum and family-based support among battered women who visit Ministry of Social Development protection centers. The correlational approach was used to achieve the study’s goals. The study was conducted on a sample consisted of (127) battered women in Palestine. The current study’s findings revealed a moderate level of existential vacuum and family-based support; as well as an inverse relationship between existential vacuum and family-based support among battered women. Furthermore, there were no differences in the level of existential vacuum among battered women due to the academic qualification, whereas there were differences attributed to the number of children in favor of more than 3 children. The findings also revealed differences in the level of the family-based support among battered women due to the academic qualification in favor of higher than Tawjihi, as well as differences attributed to children variable in favor of (1-3 children). Based on our findings, we recommend that family-based institutions have to provide battered women with all forms of family-based support, as this has a significant impact on their feelings of being prevented from being present, particularly for women with limited access to education.
DOI: 10.5281/zenodo.5557074
title: Dataset for the Manuscript: Surfactants Control Optical Trapping Near a Glass Wall

description: This repository includes datasets supporting our manuscript that will be transferred to <em>the Journal of Physical Chemistry C</em>. This Version 2 includes extensive new results conducted during the revision process. <strong>'Videos.zip'</strong>: Recordings of trapped particles, estimated trajectories, and calculated MSDs<strong>.</strong> <strong>'Dynamic Light Scattering.zip'</strong>: Measurement data using dynamic light scattering (DLS). It includes the conductivity, zeta potentials, and hydrodynamic size measurements. <strong>'Raw data manual.html'</strong>: A data manual explaining the data details and visualizing the results. Notes: For finding particle trajectories, we used a Python package, Trackpy, developed by Allan et al. We simply followed their walkthrough to find particle locations in a video recording and link them to a particle trajectory. The details of our trajectory outputs (_traj.csv files) can be found in their API reference.
description: Funding from the European Research Council (ERC-2015-AdG-695206 Nanofactory)
DOI: 10.5281/zenodo.4744997
title: Dataset for the Manuscript: Surfactants Control Optical Trapping Near a Glass Wall

description: This repository includes datasets supporting our manuscript that will be transferred to <em>the Journal of Physical Chemistry C</em>. This Version 2 includes extensive new results conducted during the revision process. <strong>'Videos.zip'</strong>: Recordings of trapped particles, estimated trajectories, and calculated MSDs<strong>.</strong> <strong>'Dynamic Light Scattering.zip'</strong>: Measurement data using dynamic light scattering (DLS). It includes the conductivity, zeta potentials, and hydrodynamic size measurements. <strong>'Raw data manual.html'</strong>: A data manual explaining the data details and visualizing the results. Notes: For finding particle trajectories, we used a Python package, Trackpy, developed by Allan et al. We simply followed their walkthrough to find particle locations in a video recording and link them to a particle trajectory. The details of our trajectory outputs (_traj.csv files) can be found in their API reference.
description: Funding from the European Research Council (ERC-2015-AdG-695206 Nanofactory)
DOI: 10.6084/m9.figshare.19116125
title: Existential Vacuum and its Relationship with Family-based Support among Battered Women.pdf

description: <i>This aim of this study was to determine the relationship between existential vacuum and family-based support among battered women who visit Ministry of Social Development protection centers. The correlational approach was used to achieve the study’s goals. The study was conducted on a sample consisted of (127) battered women in Palestine. The current study’s findings revealed a moderate level of existential vacuum and family-based support; as well as an inverse relationship between existential vacuum and family-based support among battered women. Furthermore, there were no differences in the level of existential vacuum among battered women due to the academic qualification, whereas there were differences attributed to the number of children in favor of more than 3 children. The findings also revealed differences in the level of the family-based support among battered women due to the academic qualification in favor of higher than Tawjihi, as well as differences attributed to children variable in favor of (1-3 children). Based on our findings, we recommend that family-based institutions have to provide battered women with all forms of family-based support, as this has a significant impact on their feelings of being prevented from being present, particularly for women with limited access to education.</i>
DOI: 10.5281/zenodo.5962085
title: Database: results of the genotyping of the population of recombinant lines TU/MUSICA (TUM) by means of Genotyping by Sequencing

description: <strong>Database: results of the genotyping of the population of recombinant lines TU/MUSICA (TUM) by means of Genotyping by Sequencing</strong> The database contains two xlsx files: - file with the obtained SNPs for each recombinant line - file with the SNPs included in the genetic map published (X loci/ X lines) Genotyping was performed according to Garcia Fernández et al (2021) The database included a imagen with a seed per recombinant line as well as seed of the two parents <strong>Reference</strong> García-Fernández, C., Campa, A. & Ferreira, J.J. Dissecting the genetic control of seed coat color in a RIL population of common bean (<em>Phaseolus vulgaris</em> L.). <em>Theor Appl Genet</em> <strong>134, </strong>3687–3698 (2021). https://doi.org/10.1007/s00122-021-03922-y
DOI: 10.6084/m9.figshare.19116137
title: Untitled ItemPsychological Pain among Elderely during Corona Pandemic in Jerusalem

description: <i>Abstract: The aim of this study was to identify the psychological pain among Jerusalem’s elderly over the age of 65. The sample of the study consisted of 80 elderly people. To achieve the study’s goals, the descriptive approach and psychological pain scale were used. The findings revealed a moderate level of psychological pain among Jerusalem’s elderly. Furthermore, there were statistically significant differences due to academic qualification in favor of university and higher degree. The findings also revealed differences attributable to the gender variable in favor of males, whereas there were no statistically significant differences due to the number of children variable. This means that the </i><i>pandemic caused </i><i>additional psychological pain in the lives of the elderly.</i>
DOI: 10.6084/m9.figshare.19116137.v1
title: Untitled ItemPsychological Pain among Elderely during Corona Pandemic in Jerusalem

description: <i>Abstract: The aim of this study was to identify the psychological pain among Jerusalem’s elderly over the age of 65. The sample of the study consisted of 80 elderly people. To achieve the study’s goals, the descriptive approach and psychological pain scale were used. The findings revealed a moderate level of psychological pain among Jerusalem’s elderly. Furthermore, there were statistically significant differences due to academic qualification in favor of university and higher degree. The findings also revealed differences attributable to the gender variable in favor of males, whereas there were no statistically significant differences due to the number of children variable. This means that the </i><i>pandemic caused </i><i>additional psychological pain in the lives of the elderly.</i>
DOI: 10.5281/zenodo.5961018
title: Towards reliable assessment of steady state performance in Java software - Dataset

description: This artifact contains JMH results from the empirical study "Towards reliable assessment of steady state performance in Java software".
DOI: 10.5281/zenodo.5961017
title: Towards reliable assessment of steady state performance in Java software - Dataset

description: This artifact contains JMH results from the empirical study "Towards reliable assessment of steady state performance in Java software".
DOI: 10.5517/ccdc.csd.cc27ky0s
title: CCDC 2072815: Experimental Crystal Structure Determination

description: Related Article: Mariana Leticia Munin Camargo, Cristiane Storck Schwalm, Tanize Bortolotto, Natália de Freitas Daudt, Grazielle Guidolin Rossi, Marli Matiko Anraku de Campos, Kaique Alexandre D’Oliveira, Alexandre Cuin, Vânia Denise Schwade|2022|New J.Chem.|46|2534|doi:10.1039/D1NJ05011G
DOI: 10.5517/ccdc.csd.cc27ky1t
title: CCDC 2072816: Experimental Crystal Structure Determination

description: Related Article: Mariana Leticia Munin Camargo, Cristiane Storck Schwalm, Tanize Bortolotto, Natália de Freitas Daudt, Grazielle Guidolin Rossi, Marli Matiko Anraku de Campos, Kaique Alexandre D’Oliveira, Alexandre Cuin, Vânia Denise Schwade|2022|New J.Chem.|46|2534|doi:10.1039/D1NJ05011G
DOI: 10.5517/ccdc.csd.cc27ky2v
title: CCDC 2072817: Experimental Crystal Structure Determination

description: Related Article: Mariana Leticia Munin Camargo, Cristiane Storck Schwalm, Tanize Bortolotto, Natália de Freitas Daudt, Grazielle Guidolin Rossi, Marli Matiko Anraku de Campos, Kaique Alexandre D’Oliveira, Alexandre Cuin, Vânia Denise Schwade|2022|New J.Chem.|46|2534|doi:10.1039/D1NJ05011G
DOI: 10.5517/ccdc.csd.cc27ky3w
title: CCDC 2072818: Experimental Crystal Structure Determination

description: Related Article: Mariana Leticia Munin Camargo, Cristiane Storck Schwalm, Tanize Bortolotto, Natália de Freitas Daudt, Grazielle Guidolin Rossi, Marli Matiko Anraku de Campos, Kaique Alexandre D’Oliveira, Alexandre Cuin, Vânia Denise Schwade|2022|New J.Chem.|46|2534|doi:10.1039/D1NJ05011G
DOI: 10.5517/ccdc.csd.cc27ky4x
title: CCDC 2072819: Experimental Crystal Structure Determination

description: Related Article: Mariana Leticia Munin Camargo, Cristiane Storck Schwalm, Tanize Bortolotto, Natália de Freitas Daudt, Grazielle Guidolin Rossi, Marli Matiko Anraku de Campos, Kaique Alexandre D’Oliveira, Alexandre Cuin, Vânia Denise Schwade|2022|New J.Chem.|46|2534|doi:10.1039/D1NJ05011G
DOI: 10.25346/s6/vody5g
title: Paloma and Associates Open Access Cost Transparency Project Replication Data

description: Replication data for Paloma and Associates Open Access Cost Transparency Project Replication Data
DOI: 10.5281/zenodo.5962237
title: Diversity and antimicrobial activity of bacteria found in marine sponges of Trinidad

description: Supplementary data for MPhil thesis
DOI: 10.5281/zenodo.5962236
title: Diversity and antimicrobial activity of bacteria found in marine sponges of Trinidad

description: Supplementary data for MPhil thesis
DOI: 10.6084/m9.figshare.19109162
title: Data Analysis Files

description: A compiled zip folder of the analysis files used in Prism. These files also include the statistical tests that were used.
DOI: 10.6084/m9.figshare.19109162.v1
title: Data Analysis Files

description: A compiled zip folder of the analysis files used in Prism. These files also include the statistical tests that were used.
DOI: 10.6084/m9.figshare.19109480
title: Raw Data in Excel

description: Excel files of the DRS data and the IHC counts/area calculations
DOI: 10.6084/m9.figshare.19109480.v1
title: Raw Data in Excel

description: Excel files of the DRS data and the IHC counts/area calculations
DOI: 10.6084/m9.figshare.17933764
title: A Multifidelity Function-on-Function Model Applied to an Abdominal Aortic Aneurysm

description: In this work, we predict the outcomes of high fidelity multivariate computer simulations from low fidelity counterparts using function-to-function regression. The high fidelity simulation takes place on a high definition mesh, while its low fidelity counterpart takes place on a coarsened and truncated mesh. We showcase our approach by applying it to a complex finite element simulation of an abdominal aortic aneurysm which provides the displacement field of a blood vessel under pressure. In order to link the two multidimensional outcomes we compress them and then fit a function-to-function regression model. The data are high dimensional but of low sample size, meaning that only a few simulations are available, while the output of both low and high fidelity simulations is in the order of several thousands. To match this specific condition our compression method assumes a Gaussian Markov random field that takes the finite element geometry into account and only needs little data. In order to solve the function-to-function regression model we construct an appropriate prior with a shrinkage parameter which follows naturally from a Bayesian view of the Karhunen–Loève decomposition. Our model enables real multivariate predictions on the complete grid instead of resorting to the outcome of specific points.
DOI: 10.6084/m9.figshare.17933764.v2
title: A Multifidelity Function-on-Function Model Applied to an Abdominal Aortic Aneurysm

description: In this work, we predict the outcomes of high fidelity multivariate computer simulations from low fidelity counterparts using function-to-function regression. The high fidelity simulation takes place on a high definition mesh, while its low fidelity counterpart takes place on a coarsened and truncated mesh. We showcase our approach by applying it to a complex finite element simulation of an abdominal aortic aneurysm which provides the displacement field of a blood vessel under pressure. In order to link the two multidimensional outcomes we compress them and then fit a function-to-function regression model. The data are high dimensional but of low sample size, meaning that only a few simulations are available, while the output of both low and high fidelity simulations is in the order of several thousands. To match this specific condition our compression method assumes a Gaussian Markov random field that takes the finite element geometry into account and only needs little data. In order to solve the function-to-function regression model we construct an appropriate prior with a shrinkage parameter which follows naturally from a Bayesian view of the Karhunen–Loève decomposition. Our model enables real multivariate predictions on the complete grid instead of resorting to the outcome of specific points.
DOI: 10.6084/m9.figshare.17933764.v1
title: A Multifidelity Function-on-Function Model applied to an Abdominal Aortic Aneurysm

description: In this work, we predict the outcomes of high fidelity multivariate computer simulations from low fidelity counterparts using function-to-function regression. The high fidelity simulation takes place on a high definition mesh, while its low fidelity counterpart takes place on a coarsened and truncated mesh. We showcase our approach by applying it to a complex finite element simulation of an abdominal aortic aneurysm which provides the displacement field of a blood vessel under pressure. In order to link the two multidimensional outcomes we compress them and then fit a function-to-function regression model. The data are high dimensional but of low sample size, meaning that only a few simulations are available, while the output of both low and high fidelity simulations is in the order of several thousands. To match this specific condition our compression method assumes a Gaussian Markov random field that takes the finite element geometry into account and only needs little data. In order to solve the function-to-function regression model we construct an appropriate prior with a shrinkage parameter which follows naturally from a Bayesian view of the Karhunen–Loève decomposition. Our model enables real multivariate predictions on the complete grid instead of resorting to the outcome of specific points.
DOI: 10.6084/m9.figshare.19104614
title: SPSS study participants

description: SPSS data sets, one containing all data from first study cited (Flack et. al, 2022) and one containing lean participants originally recruited for plos one manuscript.
DOI: 10.6084/m9.figshare.19104614.v1
title: SPSS study participants

description: SPSS data sets, one containing all data from first study cited (Flack et. al, 2022) and one containing lean participants originally recruited for plos one manuscript.
DOI: 10.6084/m9.figshare.19116233
title: Survey of Consumer Finances, 2016, Inheritance Extract

description: Extract from 2016 SCF focused on studying the impacts of race and education on inheritances<br>
DOI: 10.15472/onjlrv
title: Lista de plantas del Parque Nacional Natural Tinigua proveniente de información secundaria

description: El registro de Plantas en el Parque Nacional Naturañ Tinigua se realizó a través de una recopilación de información Bibliográfica de las especies que se encuentran allí, dichas investigaciones revisadas se realizaron en el Centro de Investigaciones Ecológicas la Macarena. Y el lote cuenta un total de 178 registros, con un total de 178 especies registradas.
DOI: 10.6084/m9.figshare.17137003
title: Bayesian Spatial Binary Regression for Label Fusion in Structural Neuroimaging

description: Alzheimer’s disease is a neurodegenerative condition that accelerates cognitive decline relative to normal aging. It is of critical scientific importance to gain a better understanding of early disease mechanisms in the brain to facilitate effective, targeted therapies. The volume of the hippocampus is often used in diagnosis and monitoring of the disease. Measuring this volume via neuroimaging is difficult since each hippocampus must either be manually identified or automatically delineated, a task referred to as segmentation. Automatic hippocampal segmentation often involves mapping a previously manually segmented image to a new brain image and propagating the labels to obtain an estimate of where each hippocampus is located in the new image. A more recent approach to this problem is to propagate labels from multiple manually segmented atlases and combine the results using a process known as label fusion. To date, most label fusion algorithms employ voting procedures with voting weights assigned directly or estimated via optimization. We propose using a fully Bayesian spatial regression model for label fusion that facilitates direct incorporation of covariate information while making accessible the entire posterior distribution. Our results suggest that incorporating tissue classification (e.g., gray matter) into the label fusion procedure can greatly improve segmentation when relatively homogeneous, healthy brains are used as atlases for diseased brains. The fully Bayesian approach also produces meaningful uncertainty measures about hippocampal volumes, information which can be leveraged to detect significant, scientifically meaningful differences between healthy and diseased populations, improving the potential for early detection and tracking of the disease. Supplementary materials for this article are available online.