cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/d43jxs4ndg.1
title: Prognostic Significance of STMN1 Expression in Hydroa Vacciniforme Lymphoproliferative Disorder: A Retrospective Cohort Study

description: This is the supplementary material for the study "Prognostic Significance of STMN1 Expression in Hydroa Vacciniforme Lymphoproliferative Disorder: A Retrospective Cohort Study." 
Supplementary Figure 1&2. “The clinical manifestations of skin lesions in HVLPD include erythema, blisters, papules, nodules, crusts, erosions, ulcers, and scarring.”
Supplementary Figure 3. “Tumor cells diffusely infiltrate the deep dermis layer.”
Supplementary Figure 4. “Overall survival curve of 49 patients generated using the Kaplan-Meier method.”
Supplementary Figure 5. “STMN1 immunohistochemical staining images primarily show cytoplasmic positivity.”
Supplementary Figure 6. “A: Forest plot of multivariate Cox regression analysis based on the differential results of univariate Cox analysis. Using multiple imputation with predictive mean matching method for data with few missing values; B: Survival curves of patients stratified into two groups based on fever, elevated LDH, and lymphopenia.”
Supplementary Table 1. Clinical characteristics of 49 HVLPD patients.
STROBE Checklist
DOI: 10.17632/d43jxs4ndg.2
title: Clinicopathological Characteristics and Prognostic Factors in Hydroa Vacciniforme Lymphoproliferative Disorder: A Retrospective Cohort Study

description: This is the supplementary material for the study "Clinicopathological Characteristics and Prognostic Factors in Hydroa Vacciniforme Lymphoproliferative Disorder: A Retrospective Cohort Study" 
Mendeley supplementary Figure 1. a: Tumor cells diffusely infiltrate the deep dermis layer. b: STMN1 immunohistochemical staining images primarily show cytoplasmic positivity. c: Forest plot of multivariate Cox regression analysis based on the differential results of univariate Cox analysis. Using multiple imputation with predictive mean matching method for data with few missing values; d: Survival curves of patients stratified into two groups based on fever, elevated LDH, and lymphopenia.
Mendeley supplementary Table 1. Clinical characteristics of 49 HVLPD patients.
DOI: 10.17632/wyprh5hd75.1
title: Mechanical Properties and Frost Resistance and Durability of Fully Mixed Recycled Aggregate Concrete Modified with Nano-SiO2 and Fiber Composite for Soil Solidification Rock

description: To sum up, using SSR instead of cement as a cementitious material to make concrete has positive social and economic benefits and significant ecological and environmental benefits, which is in line with the global industrial policy of energy saving and emission reduction and the development of the circular economy. The introduction of NS, PPF, and recycled carbon fiber (RCF) effectively improves the inherent defects of RAC. However, the mechanism of SSR, RCF, and PPF composite concrete is complex, and the influence of SSR on the mechanical properties and frost resistance of concrete needs to be further explored. This study provides practical technical support for the engineering application of SSR RCAC. As shown in Fig. 1, the compressive and flexural strength tests were conducted after 7 days, 28 days, and 60 days of curing cycles by adjusting the amount of SSR (9%, 12%, 15%) and adding different proportions of NS, PPF (0.1%, 0.3%, 0.5%) and RCF (0.25%, 0.5%, 0.75%). To evaluate the mechanical properties of concrete. In the freeze-thaw (F-T) cycle test, the frost resistance of concrete was comprehensively studied by analyzing the mass loss rate (MLR), relative dynamic elastic modulus (RDEM), and residual compressive strength of concrete. At the same time, the microstructure of concrete was deeply analyzed by SEM, and the mechanism of composite reinforcement of RCF, PPF, and NS in SSR RCAC was revealed.
DOI: 10.15468/dl.z45bjv
title: Occurrence Download

description: A dataset containing 8204309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 8204309 records from 7252 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007405-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rerwrp
title: Occurrence Download

description: A dataset containing 2826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Spodoptera frugiperda J.E.Smith, 1797"
 ]
}

 The dataset includes 2826 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011211-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57h9jb
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helminthotheca echioides",
 "Country is Peru",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039676-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28mqut
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helminthotheca echioides",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039679-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cua5uk
title: Occurrence Download

description: A dataset containing 947 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melursus ursinus"
 ]
}

 The dataset includes 947 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039677-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwmh3g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fundulus heteroclitus",
 "Country is Philippines",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039681-250811113504898/datasets/export for details.
DOI: 10.15468/dl.qhdj28
title: Occurrence Download

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

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039682-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbw6u4
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helminthotheca echioides",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039684-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jwtwyn
title: Occurrence Download

description: A dataset containing 1199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fundulus heteroclitus",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1199 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039683-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55bz37
title: Occurrence Download

description: A dataset containing 7232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helminthotheca echioides",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7232 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039686-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcgyx8
title: Occurrence Download

description: A dataset containing 4321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fundulus heteroclitus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4321 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039688-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bhddyr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fundulus heteroclitus",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039687-250811113504898/datasets/export for details.
DOI: 10.15468/dl.ns9q4j
title: Occurrence Download

description: A dataset containing 33933 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helminthotheca echioides",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 33933 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039685-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydebhh
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helminthotheca echioides",
 "Country is Uruguay",
 "HasCoordinate is true"
 ]
}

 The dataset includes 55 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039689-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ut35qd
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Giuris margaritacea",
 "Country is Philippines",
 "HasCoordinate is true"
 ]
}

 The dataset includes 98 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039690-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j56cqk
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glossogobius giuris",
 "Country is Philippines",
 "HasCoordinate is true"
 ]
}

 The dataset includes 96 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039693-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwcfby
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heterotheca subaxillaris",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 188 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039694-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zgrqs3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heterotheca subaxillaris",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039696-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9y3bfv
title: Occurrence Download

description: A dataset containing 2488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heterotheca subaxillaris",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2488 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039695-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubyepg
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orchestia cavimana",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039697-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3yxszk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heterotheca subaxillaris",
 "Country is Lebanon",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039698-250811113504898/datasets/export for details.
DOI: 10.6084/m9.figshare.29975305
title: Adjusted phenomics data of the148 cocoon shells samples (Original and adjusted RGB and HSB values)

description: This .xlsx file contains the original and adjusted RGB and HSB values of the 148 cocoon shell samples as measured by the Fiji software (originals) and then adjusted by the non-linear regression equations for the study titled "Multiomics analysis of the Silkworm cocoon shell"
DOI: 10.6084/m9.figshare.29975305.v1
title: Adjusted phenomics data of the148 cocoon shells samples (Original and adjusted RGB and HSB values)

description: This .xlsx file contains the original and adjusted RGB and HSB values of the 148 cocoon shell samples as measured by the Fiji software (originals) and then adjusted by the non-linear regression equations for the study titled "Multiomics analysis of the Silkworm cocoon shell"
DOI: 10.15468/dl.9jk9am
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alosa caspia",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039699-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jkp2x
title: Occurrence Download

description: A dataset containing 86170 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Koeleria pyramidata"
 ]
}

 The dataset includes 86170 records from 851 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039603-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ewdd2
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is South Africa",
 "Geometry POLYGON((19.45402 -32.46174,17.84244 -34.99421,24.51897 -35.22444,25.90032 -31.77106,19.45402 -32.46174))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Erica"
 ]
}

 The dataset includes 31 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039701-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16936408
title: Forest_owls_and_land_cover
DOI: 10.15468/dl.awueta
title: Occurrence Download

description: A dataset containing 41800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Calicotome villosa"
 ]
}

 The dataset includes 41800 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039700-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16936304
title: MAARDTI

description: Accurate prediction of drug-target interactions (DTIs) is indispensable for discovering novel drugs and repositioning existing ones. Recently, numerous methods based on deep learning have made promising progress in DTI predictions. These methods often utilize the single attention mechanism, which limits their ability to capture the complex features of drugs and proteins. This leads to incomplete feature representation and complex training processes, is prone to overfitting, which impairs the generalization ability of the model. To address these problems, we propose an end-to-end neural network drug-target interaction approach called Multi-perspective Attention AggRegating (MAARDTI). Here, a multi-perspective attention mechanism is introduced that combines channel attention and spatial attention to capture a more comprehensive feature representation. The dual-context refocusing module is used to enhance the attention representation capability and improve the generalization ability of the model. Experiments show that our proposed model outperforms ten state-of-the-art methods in three public datasets, achieving AUC values of 0.8975, 0.9248, 0.9330 in DrugBank, Davis and KIBA, respectively. In the cold-splitting test with novel targets, drugs, and their bindings, MAARDTI performs on par with some methods for cold drug predictions. It outperforms in predicting unseen targets and bindings, underscoring the effectiveness of the novel multi-perspective attention mechanism in challenging scenarios. Hence, MAARDTI has the potential to serve as an effective tool for rapid identification of novel DTIs in drug research.
DOI: 10.5281/zenodo.16936305
title: MAARDTI

description: Accurate prediction of drug-target interactions (DTIs) is indispensable for discovering novel drugs and repositioning existing ones. Recently, numerous methods based on deep learning have made promising progress in DTI predictions. These methods often utilize the single attention mechanism, which limits their ability to capture the complex features of drugs and proteins. This leads to incomplete feature representation and complex training processes, is prone to overfitting, which impairs the generalization ability of the model. To address these problems, we propose an end-to-end neural network drug-target interaction approach called Multi-perspective Attention AggRegating (MAARDTI). Here, a multi-perspective attention mechanism is introduced that combines channel attention and spatial attention to capture a more comprehensive feature representation. The dual-context refocusing module is used to enhance the attention representation capability and improve the generalization ability of the model. Experiments show that our proposed model outperforms ten state-of-the-art methods in three public datasets, achieving AUC values of 0.8975, 0.9248, 0.9330 in DrugBank, Davis and KIBA, respectively. In the cold-splitting test with novel targets, drugs, and their bindings, MAARDTI performs on par with some methods for cold drug predictions. It outperforms in predicting unseen targets and bindings, underscoring the effectiveness of the novel multi-perspective attention mechanism in challenging scenarios. Hence, MAARDTI has the potential to serve as an effective tool for rapid identification of novel DTIs in drug research.
DOI: 10.15468/dl.zt7d9t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hieracium praealtum",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039702-250811113504898/datasets/export for details.
DOI: 10.15468/dl.4ephtd
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hieracium praealtum",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039703-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ex24ep
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hieracium praealtum",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039704-250811113504898/datasets/export for details.
DOI: 10.15468/dl.3wh5ar
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alosa immaculata",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039705-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12853689
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.qau5dc
title: Occurrence Download

description: A dataset containing 475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pelecus cultratus",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 475 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039708-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqwsdh
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypochaeris glabra",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039709-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.