cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.29wqh4
title: Occurrence Download

description: A dataset containing 9506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "GadmGid is one of (IDN.1_1, IDN.30_1, IDN.31_1, IDN.32_1, IDN.16_1, IDN.24_1, IDN.8_1, IDN.5_1, IDN.17_1, IDN.3_1)",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 9506 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031774-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26517270
title: Alzheimer’s disease multiclass detection through deep learning models and post-processing heuristics

description: Alzheimer’s disease (AD) significantly impacts millions globally, causing progressive memory loss and cognitive decline. While a cure remains elusive, early detection can mitigate effects and improve quality of life. Recent AD research has shown promise using deep learning algorithms on brain MRI images for stage prediction. This paper introduces a novel approach integrating two CNN algorithms, ResNet and EfficientNet, with a post-processing algorithm to enhance AD diagnosis. Empirical analyses on public datasets ADNI and OASIS evaluate the technique, leveraging the complementary strengths of the CNN models and a weighted averaging ensemble learning method. The proposed approach’s uniqueness lies in combining multiple CNN architectures with a specialised post-processing algorithm. Notable accuracies achieved are 98.59% for EfficientNet, 94.59% for ResNet, and 98.97% with post-processing on ADNI, and 97.25% for EfficientNet, 99.36% for ResNet, and 99.41% with post-processing on OASIS. This work addresses existing methods’ limitations and demonstrates superior predictive performance, contributing to AD diagnosis advancements and highlighting deep learning’s potential in healthcare applications.
DOI: 10.6084/m9.figshare.26517270.v1
title: Alzheimer’s disease multiclass detection through deep learning models and post-processing heuristics

description: Alzheimer’s disease (AD) significantly impacts millions globally, causing progressive memory loss and cognitive decline. While a cure remains elusive, early detection can mitigate effects and improve quality of life. Recent AD research has shown promise using deep learning algorithms on brain MRI images for stage prediction. This paper introduces a novel approach integrating two CNN algorithms, ResNet and EfficientNet, with a post-processing algorithm to enhance AD diagnosis. Empirical analyses on public datasets ADNI and OASIS evaluate the technique, leveraging the complementary strengths of the CNN models and a weighted averaging ensemble learning method. The proposed approach’s uniqueness lies in combining multiple CNN architectures with a specialised post-processing algorithm. Notable accuracies achieved are 98.59% for EfficientNet, 94.59% for ResNet, and 98.97% with post-processing on ADNI, and 97.25% for EfficientNet, 99.36% for ResNet, and 99.41% with post-processing on OASIS. This work addresses existing methods’ limitations and demonstrates superior predictive performance, contributing to AD diagnosis advancements and highlighting deep learning’s potential in healthcare applications.
DOI: 10.6084/m9.figshare.25729364
title: Adaptive image segmentation reveals substantial cortical bone remodelling during early fracture repair

description: The goal of this study was to develop an image analysis algorithm for quantifying the effects of remodelling on cortical bone during early fracture healing. An adaptive thresholding technique with boundary curvature and tortuosity control was developed to automatically identify the endocortical and pericortical boundaries in the presence of high-gradient bone mineral density (BMD) near the healing zone. The algorithm successfully detected boundaries in more than 47,000 microCT images from 12 pairs of healing ovine osteotomies and intact contralateral tibiae. Resampling techniques were used to achieve data dimensionality reduction on the segmented images, allowing characterisation of radial, circumferential, and axial distributions of cortical BMD. Local (transverse slice) and total (whole bone) remodelling scores were produced. These surrogate measures of cortical remodelling derived from BMD revealed that cortical changes were detectable throughout the region covered by callus and that the localised loss of cortical BMD was highest near the osteotomy. Total remodelling score was moderately and significantly correlated with callus volume and mineral composition (<i>r</i> &gt; 0.64, <i>p</i> &lt; 0.05), suggesting that the cortex may be a source of mineral needed to build callus.
DOI: 10.6084/m9.figshare.25729364.v1
title: Adaptive image segmentation reveals substantial cortical bone remodelling during early fracture repair

description: The goal of this study was to develop an image analysis algorithm for quantifying the effects of remodelling on cortical bone during early fracture healing. An adaptive thresholding technique with boundary curvature and tortuosity control was developed to automatically identify the endocortical and pericortical boundaries in the presence of high-gradient bone mineral density (BMD) near the healing zone. The algorithm successfully detected boundaries in more than 47,000 microCT images from 12 pairs of healing ovine osteotomies and intact contralateral tibiae. Resampling techniques were used to achieve data dimensionality reduction on the segmented images, allowing characterisation of radial, circumferential, and axial distributions of cortical BMD. Local (transverse slice) and total (whole bone) remodelling scores were produced. These surrogate measures of cortical remodelling derived from BMD revealed that cortical changes were detectable throughout the region covered by callus and that the localised loss of cortical BMD was highest near the osteotomy. Total remodelling score was moderately and significantly correlated with callus volume and mineral composition (<i>r</i> &gt; 0.64, <i>p</i> &lt; 0.05), suggesting that the cortex may be a source of mineral needed to build callus.
DOI: 10.6084/m9.figshare.25149070
title: Ultrasound image quality of the carpal tunnel during a pinch grip: effects of coupling media and wrist position

description: High quality ultrasound is required for evaluating carpal tunnel dynamics. The purpose of this study was to subjectively assess ultrasound video quality of the carpal tunnel with two commonly used coupling media (coupling gel, 7 mm standoff pad) in two wrist positions (0° neutral, 30° flexion) over the entire time course of a pinch grip. Seventeen participants completed a pinch grip while their carpal tunnel was scanned with ultrasound. The ultrasound videos were graded by two independent reviewers using 10-point scales encompassing median nerve detail, resolution, and total video quality. Intra- and inter-rater reliability were highest for median nerve detail (ICCs&gt;.85). Ultrasound videos in the 0° neutral wrist condition resulted in significantly greater ratings of nerve detail compared to those in 30° wrist flexion. Future studies may benefit from a more customised approach to standoff pad thickness during dedicated analysis of the median nerve in a neutral wrist position.
DOI: 10.6084/m9.figshare.25149070.v1
title: Ultrasound image quality of the carpal tunnel during a pinch grip: effects of coupling media and wrist position

description: High quality ultrasound is required for evaluating carpal tunnel dynamics. The purpose of this study was to subjectively assess ultrasound video quality of the carpal tunnel with two commonly used coupling media (coupling gel, 7 mm standoff pad) in two wrist positions (0° neutral, 30° flexion) over the entire time course of a pinch grip. Seventeen participants completed a pinch grip while their carpal tunnel was scanned with ultrasound. The ultrasound videos were graded by two independent reviewers using 10-point scales encompassing median nerve detail, resolution, and total video quality. Intra- and inter-rater reliability were highest for median nerve detail (ICCs&gt;.85). Ultrasound videos in the 0° neutral wrist condition resulted in significantly greater ratings of nerve detail compared to those in 30° wrist flexion. Future studies may benefit from a more customised approach to standoff pad thickness during dedicated analysis of the median nerve in a neutral wrist position.
DOI: 10.6084/m9.figshare.25225170
title: Accuracy and precision of internal displacement and strain measurements in long human bones using HR-pQCT and digital volume correlation

description: Digital volume correlation (DVC) is a technique for measuring 3D, internal displacements and strains in loaded structures. One application of DVC is the study of internal bone mechanics and the validation of subject-specific finite element (FE) models. While micro-computed tomography (µCT) is a common choice for DVC studies of small samples of bone, long human bones such as the tibia may exceed the spatial limitations of conventional µCT. High resolution peripheral quantitative CT (HR-pQCT) scanners, with their large bore and open-ended design, may be a viable option for long-bone DVC. However, HR-pQCT is afflicted by stitching artefacts, caused by the stacking of scan blocks to form the large scan volume, resulting in erroneous steps in DVC displacements and bands of increased strain error. This study proposed a modified HR-pQCT scanning protocol and stitching methodology to mitigate the effects of stitching artefacts on DVC measurements of displacement and strain. With the application of the proposed scanning/stitching methodology, displacements greater than 11.7µm (0.29 voxels) and strains greater than 1633µε could be repeatedly measured by DVC. These results show that HR-pQCT combined with DVC is suitable for measuring internal bone displacements in long human bones with sub-voxel precision and strains greater than 1633µε.
DOI: 10.6084/m9.figshare.25225170.v1
title: Accuracy and precision of internal displacement and strain measurements in long human bones using HR-pQCT and digital volume correlation

description: Digital volume correlation (DVC) is a technique for measuring 3D, internal displacements and strains in loaded structures. One application of DVC is the study of internal bone mechanics and the validation of subject-specific finite element (FE) models. While micro-computed tomography (µCT) is a common choice for DVC studies of small samples of bone, long human bones such as the tibia may exceed the spatial limitations of conventional µCT. High resolution peripheral quantitative CT (HR-pQCT) scanners, with their large bore and open-ended design, may be a viable option for long-bone DVC. However, HR-pQCT is afflicted by stitching artefacts, caused by the stacking of scan blocks to form the large scan volume, resulting in erroneous steps in DVC displacements and bands of increased strain error. This study proposed a modified HR-pQCT scanning protocol and stitching methodology to mitigate the effects of stitching artefacts on DVC measurements of displacement and strain. With the application of the proposed scanning/stitching methodology, displacements greater than 11.7µm (0.29 voxels) and strains greater than 1633µε could be repeatedly measured by DVC. These results show that HR-pQCT combined with DVC is suitable for measuring internal bone displacements in long human bones with sub-voxel precision and strains greater than 1633µε.
DOI: 10.6084/m9.figshare.25366418.v1
title: A CFD-based framework to evaluate surgical alternatives in cerebral aneurysms

description: Computational Fluid Dynamic (CFD) simulations on patient-specific geometries may guide the choice between alternative surgical interventions, especially in the case on non-conventional treatments. We propose and formalise a CFD-based framework to evaluate alternative surgical interventions. It provides surgeons with the CFD analyses of different surgical options, so that they may decide the best strategy based on quantitative haemodynamic parameters for each surgical alternative. The proposed framework is largely automatised and, when it necessarily requires the intervention of a human operator due to the patient-specific nature, this intervention is well-formalised to reduce inter-operator variability and guarantee reproducibility. To provide preliminary evidence on the effectiveness of the framework, we present its application to complex Intracranial Aneurysms (IAs), which involve less than 5% of brain aneurysms, but are usually at a high risk of rupture and often show unexpected response to therapy. Complex IAs include aneurysms that cannot be treated with conventional therapies, such as neck clipping, sac coiling or stenting, while instead their treatment requires the sacrifice of the parent artery. In particular, we refer to a giant cavernous sinus aneurysm inside the left internal carotid artery. Results show the ability of the framework to provide haemodynamic quantitative evaluations, which can be useful additional information for the neurosurgeon towards optimal surgical planning.
DOI: 10.15468/dl.ur467t
title: Occurrence Download

description: A dataset containing 1273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "OccurrenceStatus is Present",
 "TaxonKey is Liolaemus"
 ]
}

 The dataset includes 1273 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031776-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzsd4j
title: Occurrence Download

description: A dataset containing 13575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "GadmGid is one of (IDN.25_1, IDN.26_1, IDN.27_1, IDN.28_1, IDN.29_1, IDN.6_1)",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 13575 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031775-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ty5zjy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Turdoides tenebrosa",
 "Country is one of (Brunei Darussalam, Indonesia, Philippines, Timor-Leste, Singapore)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031778-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.15010592
title: A Survey on Motivations and Influencing Factors of OSS Practitioners
DOI: 10.5281/zenodo.15010593
title: A Survey on Motivations and Influencing Factors of OSS Practitioners
DOI: 10.15468/dl.r2cqxf
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Smallanthus connatus",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031779-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fr6p2z
title: Occurrence Download

description: A dataset containing 1760895 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (United States of America, Peru)",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1760895 records from 695 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031733-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14810978
title: Raw data for manuscript: "Human iPSC-derived muscle cells as a new model for investigation of EDMD1 pathogenesis"

description: Raw data files of all figures contained in the manuscript: Lisowska, M.; Rowińska, M.; Suszyńska, A.; Bearzi, C.; Łaczmańska, I.; Hanusek, J.; Kunik, A.; Dzianisava, V.; Rzepecki, R.; Machowska, M.; Piekarowicz; K. "Human iPSC-Derived Muscle Cells as a New Model for Investigation of EDMD1 Pathogenesis." Int. J. Mol. Sci. 2025
DOI: 10.5281/zenodo.14810979
title: Raw data for manuscript: "Human iPSC-derived muscle cells as a new model for investigation of EDMD1 pathogenesis"

description: Raw data files of all figures contained in the manuscript: Lisowska, M.; Rowińska, M.; Suszyńska, A.; Bearzi, C.; Łaczmańska, I.; Hanusek, J.; Kunik, A.; Dzianisava, V.; Rzepecki, R.; Machowska, M.; Piekarowicz; K. "Human iPSC-Derived Muscle Cells as a New Model for Investigation of EDMD1 Pathogenesis." Int. J. Mol. Sci. 2025
DOI: 10.5281/zenodo.14839576
title: unimpeded: wlcdm bao.sdss_dr16+des_y1.joint

description: cosmological model:wlcdm, dataset:bao.sdss_dr16+des_y1.joint
DOI: 10.5281/zenodo.14839577
title: unimpeded: wlcdm bao.sdss_dr16+des_y1.joint

description: cosmological model:wlcdm, dataset:bao.sdss_dr16+des_y1.joint
DOI: 10.18150/yemleh
title: Spectroelectrochemical properties of 8-aminoquinoline: voltammetric and computational studies

description: The dataset contains experimental results obtained using voltammetric techniques (CV, SWV, DPV), UV-Vis spectroscopy and spectroelectrochemistry.The xyz-files contain cartesian coordinates of all species relavant to the study.
DOI: 10.5281/zenodo.14847164
title: Source Data
DOI: 10.5281/zenodo.14847165
title: Source Data
DOI: 10.25919/dfgp-p720
title: Parkes observations for project P1342 semester 2024OCTS_02

description: We have discovered an eclipsing binary millisecond pulsar in image-plane searches. Follow-up work confirmed that the source has pulsations and a Fermi association, revealing that it is a millisecond pulsar (MSP). The MSP is in a compact binary orbit with an optical companion. The duration of the eclipses suggests that this is a ``spider'' system, with an eclipsing material. The formation and evolution of spider systems are still poorly understood. Timing of this system will allow us to constrain the orbit of the system so that we can explore the eclipse cut-off frequency and change in electron column density of the eclipse. It would also improve predictions of the eclipsing binary pulsar and MSP population detectable by upcoming, highly sensitive image-plane surveys at low frequencies using precursors to, and eventually, the Square Kilometre Array (SKA) itself. The detection of MSPs also provides compelling evidence that the Fermi gamma-ray excess is coming from thousands of MSPs.
DOI: 10.25919/vzar-5g94
title: Parkes observations for project P1344 semester 2024OCTS_06

description: Fast radio bursts (FRBs) are millisecond-duration radio bursts of extragalactic origin. Since the discovery of the first FRB in the archival Parkes/Murriyang multibeam data, a broad dichotomy in population has emerged. Some FRBs have been seen to be repeating, while others are not, despite a significant amount of follow-up using different radio telescopes. The commissioning of new dedicated FRB detection systems has led to an exponential increase in the detected FRBs over the last decade. Despite &gt;700 FRBs published to date, there is still a lack of understanding about the physical mechanisms through which FRB emission is produced. Due to the possibility of detecting multiple bursts from the same source in a repeating FRB, it forms an ideal sample set to uncover the physics of the source (e.g., emission mechanism, progenitor surrounding media), and test possible progenitor models. The coherent upgrade to the FRB detection system to ASKAP is expected to detect ~1 FRB/week. However, due to the limited fractional bandwidth available with ASKAP and survey nature of the telescope, probing the spectro-polarimetric characteristics of repeating sources is non-optimal. Hence, the large bandwidth offered by the ultra wideband-low (UWL) on Parkes/Murriyang is an ideal instrument to follow-up repeating FRB sources discovered through CRACO. We propose using the unallocated time/Green Time on UWL to follow up repeater-like sources to study their wideband spectro-polarimetric characteristics.
DOI: 10.5281/zenodo.14847125
title: Definition of x

description: Definition of x new
DOI: 10.5281/zenodo.14847126
title: Definition of x

description: Definition of x new
DOI: 10.5281/zenodo.14847150
title: Definition of x

description: Definition of x new
DOI: 10.5281/zenodo.14847183
title: Definition of x

description: Definition of x new
DOI: 10.34740/kaggle/dsv/10716439
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.5281/zenodo.14840021
title: unimpeded: nlcdm bicep_keck_2018+des_y1.joint

description: cosmological model:nlcdm, dataset:bicep_keck_2018+des_y1.joint
DOI: 10.5281/zenodo.14840022
title: unimpeded: nlcdm bicep_keck_2018+des_y1.joint

description: cosmological model:nlcdm, dataset:bicep_keck_2018+des_y1.joint
DOI: 10.15468/dl.b9ys93
title: Occurrence Download

description: A dataset containing 659 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Quercus canariensis Willd."
 ]
}

 The dataset includes 659 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023062-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15139/s3/xt8v2i
title: AMET-AQ Observation Data

description: AMET ready observation data have been made available for the years 2000 through 2023 from the CMAS Center Data Warehouse. The network data available include: AERONET, AMON, AQS, CASTNET, CSN, FLUXNET, IMPROVE, NADP, NAPS, NOAA ESRL, SEARCH, and TOAR. NetCDF files of hourly observed values from AQS that can be used for the creation of observation overlays in the VERDI visualization software are also available for the years 2000-2023
DOI: 10.15468/dl.qdw3jx
title: Occurrence Download

description: A dataset containing 2963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((98.92223 28.95656,97.44253 28.98888,96.88404 28.50719,96.56989 28.80737,96.1231 29.47058,95.64272 30.21486,94.92768 30.22603,94.24999 29.7097,93.79671 28.71946,93.0087 28.16855,92.01847 27.75014,89.48011 28.26618,89.63353 26.6553,91.04915 26.75293,92.36714 26.84359,93.78973 27.00398,94.37551 27.54791,95.54706 28.14763,95.95849 27.98724,95.97941 27.56186,93.71303 25.09324,99.41038 25.14205,98.92223 28.95656))",
 "TaxonKey is one of (Theaceae, Actinidiaceae, Malvaceae, Myrtaceae, Phyllanthaceae, Euphorbiaceae)"
 ]
}

 The dataset includes 2963 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023063-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14845278
title: Desintegration attributiver Adjektivphrasen (Sayatz & Schäfer 2025)
DOI: 10.5281/zenodo.14845279
title: Desintegration attributiver Adjektivphrasen (Sayatz & Schäfer 2025)