cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5523/bris.375wlgqwa17is2uwejk3g14eq8
title: Modelling and inversion of carbon fibre composite structures using high-frequency eddy current imaging

description: The fibre tow structure of each unidirectional ply is modelled using orientation dependant 2D conductivity tensor waveforms, and virtual 2D ECT scans are simulated by shifting the waveforms within the model mesh. The results demonstrate that idealised electromagnetic characteristics of the CFRP structure can be successfully modelled compared with experimental data and that 2D ECT data of complex CFRP layers structures can be simulated with improved computational speeds, up to 5x faster compared to standard approaches. Automated data-analysis tools, including Radon transform (RT) and 2D FFT, are employed to validate the simulated 2D scan data through the characterisation of fibre orientations and simulated 2D scans used to evaluate the orientation inversion techniques. The results demonstrate that RT analysis detects fibre orientations with better accuracy, precision and consistency than equivalent 2D FFT analysis techniques.
DOI: 10.25493/cb56-j23
title: The effect of learning and memory on contextual feedback to V1 using ambiguous stimuli and 3T fMRI (v1)

description: Contextual information and prior knowledge facilitate perceptual processing, improving our recognition of distorted or obstructed visual inputs. As a result, the processing elicited by identical sensory inputs can vary depending on our pre-existing knowledge or the context in which we encounter those inputs. This modulation is in line with predictive processing accounts of vision, which suggest that the brain uses internal models of the world to anticipate sensory signals, with cortical feedback processing to sensory areas encoding beliefs about those inputs. As such, acquiring knowledge, or learning should enhance our internal models that we use to resolve sensory ambiguities, and feedback signals should encode more accurate beliefs. We used partially occluded Mooney images, ambiguous two-tone images which are difficult to recognise without prior knowledge of the image content, in a human 3T fMRI experiment to measure if contextual feedback signals in early visual areas are more informative about the contextual surround after acquiring prior knowledge. Our findings could be integrated with data from cellular studies in animals investigating learning and memory.
DOI: 10.25493/v1vq-k8h
title: Investigating the influence of contextual information on the processing of degraded feedforward visual information (v1)

description: The influence of top-down predictions on visual processing is broadly accepted. However, the mechanism by which predictions exert an effect at the neuronal level is still debated. Some accounts postulate that the representation of predictable sensory information is enhanced, whereas others suggest that unpredictable sensory information drives greater cortical responses, as an error response. Using human fMRI in visual cortex, we tested whether top-down predicted information amplifies low contrast feedforward input. We used a partial visual occlusion paradigm in which we presented a series of natural scenes with the lower right image quadrant shown at low contrast, thus degrading the feedforward input to a region of early visual cortex. The content of the occluded region either matched or did not match the rest of the scene, manipulating the consistency (and therefore predictability) of the contextual information. Using 3T fMRI, we investigated the cortical BOLD response to this contextual modulation in early visual cortex. We report two experiments in which the contrast of the occluded region was either shown at 50% threshold-level or at 75% threshold-contrast.
DOI: 10.25493/y1ej-884
title: Investigation of the role of context in the processing of low-contrast visual information using 7T (V1)

description: The brain uses contextual information from the visual environment to generate predictions about current and upcoming sensory information. Here, we are interested in how predictive mechanisms of perceptual inference map on to microcircuits in human visual cortex. Specifically, if contextual information amplifies low contrast feedforward input in layers of primary visual cortex. We used a partial visual occlusion paradigm in which we presented natural scenes with the lower right quadrant at low contrast (defined from an equivalent 3T study, using the group average for 75% accuracy in detecting the target image). The content of the lower right image either matched or did not match the contextual surrounding information present in the remaining image, manipulating the consistency (or predictability) of the contextual information. We used retinotopic mapping approaches to locate the cortical region responding to the lower right image quadrant only in V1. We are interested in how contextual information driven by the image surround, modulates BOLD activity responding to the low contrast portion of the scene in cortical layers.
DOI: 10.34740/kaggle/dsv/4492065
title: BBC News
DOI: 10.6084/m9.figshare.21311132
title: Characterisation of medication side effects in patients with mostly resistant depression in a real-world setting

description: This study aimed to identify factors associated with side effects of psychotropic drugs in a real-world setting enriched with treatment-resistant depression (TRD) patients. A total of 1410 depressed patients were treated in a naturalistic setting. Side effects were measured with the Udvalg for Kliniske Undersogelser Side Effect Rating Scale (UKU); the total score and UKU subscales were considered. Clinical-demographic variables were tested for association with side effects in univariate and then multivariate analyses. Total, psychic and neurological side effects were associated with depressive symptom severity, while autonomic side effects were higher in those with somatic comorbidities and other side effects were lower in patients receiving trazodone. In multivariate analyses, depressive symptom severity was associated with psychic and total side effects, while generalised anxiety disorder (GAD) with neurological side effects and somatic comorbidities remained associated with autonomic side effects. Trazodone was associated with lower side effects and with augmentation treatments. Augmentation therapies showed opposite effects depending on response status, i.e. increased or decreased the risk of side effects in responders and non-responders/resistant patients, respectively. Psychic side effects may be difficult to distinguish from depressive symptoms and factors associated with different types of side effects are heterogeneous and likely interacting.
DOI: 10.6084/m9.figshare.21311132.v2
title: Characterisation of medication side effects in patients with mostly resistant depression in a real-world setting

description: This study aimed to identify factors associated with side effects of psychotropic drugs in a real-world setting enriched with treatment-resistant depression (TRD) patients. A total of 1410 depressed patients were treated in a naturalistic setting. Side effects were measured with the Udvalg for Kliniske Undersogelser Side Effect Rating Scale (UKU); the total score and UKU subscales were considered. Clinical-demographic variables were tested for association with side effects in univariate and then multivariate analyses. Total, psychic and neurological side effects were associated with depressive symptom severity, while autonomic side effects were higher in those with somatic comorbidities and other side effects were lower in patients receiving trazodone. In multivariate analyses, depressive symptom severity was associated with psychic and total side effects, while generalised anxiety disorder (GAD) with neurological side effects and somatic comorbidities remained associated with autonomic side effects. Trazodone was associated with lower side effects and with augmentation treatments. Augmentation therapies showed opposite effects depending on response status, i.e. increased or decreased the risk of side effects in responders and non-responders/resistant patients, respectively. Psychic side effects may be difficult to distinguish from depressive symptoms and factors associated with different types of side effects are heterogeneous and likely interacting.
DOI: 10.6084/m9.figshare.21311132.v1
title: Characterization of medication side effects in patients with mostly resistant depression in a real-world setting

description: <b>Objectives</b>. This study aimed to identify factors associated with side effects of psychotropic drugs in a real-world setting enriched with treatment-resistant depression patients. <b>Methods</b>. A total of 1410 depressed patients were treated in a naturalistic setting. Side effects were measured with the Udvalg for Kliniske Undersogelser Side Effect Rating Scale (UKU); the total score and UKU subscales were considered. Clinical-demographic variables were tested for association with side effects in univariate and then multivariate analyses. <b>Results</b>. Total, psychic, and neurological side effects were associated with depressive symptom severity, while autonomic side effects were higher in those with somatic comorbidities and other side effects were lower in patients receiving trazodone. In multivariate analyses, depressive symptom severity was associated with psychic and total side effects, while generalized anxiety disorder with neurological side effects and somatic comorbidities remained associated with autonomic side effects. Trazodone was associated with lower side effects and with augmentation treatments. Augmentation therapies showed opposite effects depending on response status, i.e., increased or decreased the risk of side effects in responders and non-responders/resistant patients, respectively. <b>Conclusions</b>. Psychic side effects may be difficult to distinguish from depressive symptoms and factors associated with different types of side effects are heterogeneous and likely interacting.
DOI: 10.34740/kaggle/dsv/4492159
title: OntoUML/UFO Catalog
DOI: 10.5517/ccdc.csd.cc28nks9
title: CCDC 2105141: Experimental Crystal Structure Determination

description: Related Article: Meiqi Li, Yiming Liu, Huiyu Si, Xin Zhou, Yong Jian Zhang|2022|Org.Lett.|24|7812|doi:10.1021/acs.orglett.2c03159
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/4492216
title: 💥📰 Daily Breaking News Twitter Dataset
DOI: 10.34740/kaggle/dsv/4492282
title: 💥📰 Daily Breaking News Twitter Dataset
DOI: 10.6084/m9.figshare.21545502
title: Quantitative Analysis of Social Media Use in the Energy and Resources Sector: National comparison and sector analysis

description: It includes the questionnaires involved in the data research and the corresponding answers collected. In addition, it also includes some charts obtained from the analysis. Variables involved in linear regression analysis are also included in the file.
DOI: 10.6084/m9.figshare.21529674
title: result_X101SC20103307-Z01-J153.zip

description: Changes of intestinal flora when oral stimulation with heat-inactived <em>Escherichia coli</em> ameliorates <em>Salmonella</em> <em>Typhimurium</em>-induced pathological injury.
DOI: 10.6084/m9.figshare.21529674.v1
title: result_X101SC20103307-Z01-J153.zip

description: Changes of intestinal flora when oral stimulation with heat-inactived <em>Escherichia coli</em> ameliorates <em>Salmonella</em> <em>Typhimurium</em>-induced pathological injury.
DOI: 10.6084/m9.figshare.21545538
title: 数据库.xlsx

description: <strong>Data on the Effect of LRP1-mediated PCSK9 inhibitors on factor VIII in patients with acute myocardial infarction</strong>
DOI: 10.6084/m9.figshare.21545538.v1
title: 数据库.xlsx

description: <strong>Data on the Effect of LRP1-mediated PCSK9 inhibitors on factor VIII in patients with acute myocardial infarction</strong>
DOI: 10.7945/hwea-c105
title: Newspaper coverage of Outer Space Theme
DOI: 10.7945/beq4-vv64
title: TV News Transcripts of Outer Space Coverage
DOI: 10.34740/kaggle/dsv/4492574
title: 🇺🇦 Ukraine Conflict Twitter Dataset
DOI: 10.5517/ccdc.csd.cc2bbql0
title: CCDC 2155262: Experimental Crystal Structure Determination

description: Related Article: Meiqi Li, Yiming Liu, Huiyu Si, Xin Zhou, Yong Jian Zhang|2022|Org.Lett.|24|7812|doi:10.1021/acs.orglett.2c03159
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.cc2bkq2q
title: CCDC 2161973: Experimental Crystal Structure Determination

description: Related Article: wang jinlong|2022|CSD Communication|||
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.cc2bgl4k
title: CCDC 2158968: Experimental Crystal Structure Determination

description: Related Article: Anna Władyczyn|2022|CSD Communication|||
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: 10.6084/m9.figshare.21524553
title: Comprehensive assessment of isoform detection methods for third-generation data

description: The advancement of Third-Generation Sequencing (TGS) techniques managed to increase the sequencing length to several kilobases, which leads to a bright future for completely reserving alternative splicing (AS) events and isoform expressions. In recent years, many computational methods for isoform detection from long-read sequencing data have been developed and published. However, there is no prior comparative study that systemically evaluates the performance of the software implemented with different algorithms. Here we benchmarked nine methods implemented in seven computational tools that can identify isoform structures from TGS RNA sequencing data and analyzed their performances from various aspects using both simulated datasets produced by an in-house simulator and previously published experimental data. Our results comprehensively demonstrate the relative effectiveness of the approaches and provide guidance as well as recommendations for future research on AS analysis and further improvement of the tools for isoform detection using TGS data.
DOI: 10.6084/m9.figshare.21524553.v2
title: Comprehensive assessment of isoform detection methods for third-generation data

description: The advancement of Third-Generation Sequencing (TGS) techniques managed to increase the sequencing length to several kilobases, which leads to a bright future for completely reserving alternative splicing (AS) events and isoform expressions. In recent years, many computational methods for isoform detection from long-read sequencing data have been developed and published. However, there is no prior comparative study that systemically evaluates the performance of the software implemented with different algorithms. Here we benchmarked nine methods implemented in seven computational tools that can identify isoform structures from TGS RNA sequencing data and analyzed their performances from various aspects using both simulated datasets produced by an in-house simulator and previously published experimental data. Our results comprehensively demonstrate the relative effectiveness of the approaches and provide guidance as well as recommendations for future research on AS analysis and further improvement of the tools for isoform detection using TGS data.
DOI: 10.6084/m9.figshare.21524553.v3
title: Comprehensive assessment of isoform detection methods for third-generation data

description: The advancement of Third-Generation Sequencing (TGS) techniques managed to increase the sequencing length to several kilobases, which leads to a bright future for completely reserving alternative splicing (AS) events and isoform expressions. In recent years, many computational methods for isoform detection from long-read sequencing data have been developed and published. However, there is no prior comparative study that systemically evaluates the performance of the software implemented with different algorithms. Here we benchmarked nine methods implemented in seven computational tools that can identify isoform structures from TGS RNA sequencing data and analyzed their performances from various aspects using both simulated datasets produced by an in-house simulator and previously published experimental data. Our results comprehensively demonstrate the relative effectiveness of the approaches and provide guidance as well as recommendations for future research on AS analysis and further improvement of the tools for isoform detection using TGS data.
DOI: 10.5281/zenodo.7314826
title: Morphotectonic indices and earthquake dataset of Batui Thrust Segment, Banggai, Indonesia

description: To measure the tectonic activity of a region, morphotectonic, a quantitave measurement of landscapes are carried out. Combination between geological, geomorphology, and earthquake data approach are powerful source to determine process that make up mountainous landscape. The combined data are applied to Pagimana and adjacent area, Banggai, Indonesia by dividing into eight watersheds and aim the Batui Thurst as main objective. The data comprised of 8.5m vertical resolution Digital Elevation Model (DEM) and earthquakes catalog were downloaded from the open-source database and extracted using composited GIS software. We use seven morphometry indices consist of Mountain Front Sinousity (Smf), Drainage Basin: Asymmetry Factor (AF) and Transverse Topographic Symmetry (T), Hypsometric Integral (HI), Channel Sinuosity (S), Ratio of Valley Floor Width to Valley Height (Vf), Stream Length-Gradient Index (SL), and Basin Elongation Ratio (Re) and embed them on eight watersheds which taken by remote sensing. Weighing indices and watersheds matrix also calculated to define correlation between each watershed on each index. Fieldwork also carried out to ensure the presence of Batui Thrust and other related structural geology which have been developed on the Pagimana. This dataset is potentially can be used for geologist, geophysicist and geomorpher to get new insight on the forming of East Arm of Sulawesi landscape and the Banggai-Sula Microcontinent development. Beside, the urban planner and risk assessor can be easily analyze the dataset to avoid and minimize effect of the potential earthquake hazard in the future.
description: {"references": ["Citra Satelit DEMNAS 30 DEMNAS. (2022). https://tanahair.indonesia.go.id/demnas/#/. Accessed on January 17th, 2022.", "Earthquake Catalog. (2021). United States Geological Survey of Earthquake. https://earthquake.usgs.gov/earthquakes/map accessed on December 31st, 2021.", "Ekstr\u00f6m, G., M. Nettles, and A. M. Dziewonski. (2012). The global CMT project 2004-2010: Centroid-moment tensors for 13,017 earthquakes, Phys. Earth Planet. Inter., 200-201, 1-9, doi:10.1016/j.pepi.2012.04.002"]}
DOI: 10.5281/zenodo.7314825
title: Morphotectonic indices and earthquake dataset of Batui Thrust Segment, Banggai, Indonesia

description: To measure the tectonic activity of a region, morphotectonic, a quantitave measurement of landscapes are carried out. Combination between geological, geomorphology, and earthquake data approach are powerful source to determine process that make up mountainous landscape. The combined data are applied to Pagimana and adjacent area, Banggai, Indonesia by dividing into eight watersheds and aim the Batui Thurst as main objective. The data comprised of 8.5m vertical resolution Digital Elevation Model (DEM) and earthquakes catalog were downloaded from the open-source database and extracted using composited GIS software. We use seven morphometry indices consist of Mountain Front Sinousity (Smf), Drainage Basin: Asymmetry Factor (AF) and Transverse Topographic Symmetry (T), Hypsometric Integral (HI), Channel Sinuosity (S), Ratio of Valley Floor Width to Valley Height (Vf), Stream Length-Gradient Index (SL), and Basin Elongation Ratio (Re) and embed them on eight watersheds which taken by remote sensing. Weighing indices and watersheds matrix also calculated to define correlation between each watershed on each index. Fieldwork also carried out to ensure the presence of Batui Thrust and other related structural geology which have been developed on the Pagimana. This dataset is potentially can be used for geologist, geophysicist and geomorpher to get new insight on the forming of East Arm of Sulawesi landscape and the Banggai-Sula Microcontinent development. Beside, the urban planner and risk assessor can be easily analyze the dataset to avoid and minimize effect of the potential earthquake hazard in the future.
description: {"references": ["Citra Satelit DEMNAS 30 DEMNAS. (2022). https://tanahair.indonesia.go.id/demnas/#/. Accessed on January 17th, 2022.", "Earthquake Catalog. (2021). United States Geological Survey of Earthquake. https://earthquake.usgs.gov/earthquakes/map accessed on December 31st, 2021.", "Ekstr\u00f6m, G., M. Nettles, and A. M. Dziewonski. (2012). The global CMT project 2004-2010: Centroid-moment tensors for 13,017 earthquakes, Phys. Earth Planet. Inter., 200-201, 1-9, doi:10.1016/j.pepi.2012.04.002"]}
DOI: 10.6084/m9.figshare.16598963
title: Tabla comparativa sobre "Legislación en materia de Violencia Política contra las Mujeres en América Latina"

description: El Observatorio de Reformas Políticas en América Latina presenta la tabla comparativa sobre "Legislación en materia de Violencia Política contra las Mujeres en América Latina". <br> Producto elaborado en el marco del Programa de Apoyo a Proyectos de Investigación e Innovación Tecnológica (PAPIIT) de la UNAM. Clave del proyecto: IN302122. Proyecto: “La capacidad de resiliencias de las democracias: elecciones y política en contexto de pandemia”, del Instituto de Investigaciones Jurídicas de la UNAM [Dir. Flavia Freidenberg].
DOI: 10.5281/zenodo.7314836
title: Dataest of CSV and excel related to paper "Village Potential to Promote Halal Tourism Sectors in Indonesia: A Bibliometric Study"

description: These were dataset related to the study. they were a CSV file of papers form scopus used for samples of bibliometric study and excel file used for literature review study
DOI: 10.5281/zenodo.7314835
title: Dataest of CSV and excel related to paper "Village Potential to Promote Halal Tourism Sectors in Indonesia: A Bibliometric Study"

description: These were dataset related to the study. they were a CSV file of papers form scopus used for samples of bibliometric study and excel file used for literature review study
DOI: 10.6084/m9.figshare.21545619
title: Additional file 1 of Ecological apparency, ethnobotanical importance and perceptions of population status of wild-growing medicinal plants in a reserve of south-central Mexico

description: Additional file 1. Species' use value and abundance.
DOI: 10.6084/m9.figshare.21545619.v1
title: Additional file 1 of Ecological apparency, ethnobotanical importance and perceptions of population status of wild-growing medicinal plants in a reserve of south-central Mexico

description: Additional file 1. Species' use value and abundance.