cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.beud2t
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.2188 22.49913, -107.0688 22.49913, -107.0688 22.64913, -107.2188 22.64913, -107.2188 22.49913))"
 ]
}

 The dataset includes 41 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034109-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17611317
title: Online user-friendly MD-EMG decoding of grasp patterns and single finger movements in people with spinal cord injury

description: MD-EMG dataset supporting the publication 'Online user-friendly MD-EMG decoding of grasp patterns and single finger movements in people with spinal cord injury'.
DOI: 10.5281/zenodo.17611318
title: Online user-friendly MD-EMG decoding of grasp patterns and single finger movements in people with spinal cord injury

description: MD-EMG dataset supporting the publication 'Online user-friendly MD-EMG decoding of grasp patterns and single finger movements in people with spinal cord injury'.
DOI: 10.15468/dl.986unr
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.0688 22.49913, -106.9188 22.49913, -106.9188 22.64913, -107.0688 22.64913, -107.0688 22.49913))"
 ]
}

 The dataset includes 21 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034110-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsvppu
title: Occurrence Download

description: A dataset containing 14314308 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 14314308 records from 407 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034076-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgtzba
title: Occurrence Download

description: A dataset containing 6922 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is MUST, Insecta"
 ]
}

 The dataset includes 6922 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034111-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fh83m8
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bothrops barnetti"
 ]
}

 The dataset includes 26 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034112-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17613081
title: Dataset for mechanism of inhibition of acid-mediated transthyretin aggregation by designed peptides

description: Population datasets for the C10S-S85C-BTFA control, with TabH2/TabF2 and TAD1 peptides, at 277 K and 310 K for the following paper:

Mechanism of inhibition of acid-mediated transthyretin aggregation by designed peptides, J. Biol. Chem., 2025, 301(10), 110594.

https://www.jbc.org/article/S0021-9258(25)02445-7/fulltext
DOI: 10.5281/zenodo.17613080
title: Dataset for mechanism of inhibition of acid-mediated transthyretin aggregation by designed peptides

description: Population datasets for the C10S-S85C-BTFA control, with TabH2/TabF2 and TAD1 peptides, at 277 K and 310 K for the following paper:

Mechanism of inhibition of acid-mediated transthyretin aggregation by designed peptides, J. Biol. Chem., 2025, 301(10), 110594.

https://www.jbc.org/article/S0021-9258(25)02445-7/fulltext
DOI: 10.21227/mefw-7h76
title: "Supervised URLs Identification Dataset (SupURLsIdDs) "

description: "The Supervised URLs Identification Dataset (SupURLsIdDS) is a comprehensive, labeled dataset designed for developing and benchmarking robust machine learning models dedicated to intelligent and scalable malicious Uniform Resource Locator (URL) detection.This novel, multi-class repository contains 651,191 URLs and their corresponding threat labels across four distinct categories: Benign, Phishing, Malware, and Defacement. The data was curated and aggregated from multiple public threat intelligence and research sources, including ISCX-URL-2016, PhishTank, and the Malware Domain Blacklist.The dataset is engineered for supervised learning and features fifteen distinctive lexical and structural featuresextracted directly from the URLs, such as token counts, special character frequency, and length metrics. These features are pre-processed and ready for direct input into classification models (e.g., Decision Trees and Random Forest). SupURLsIdDS is intended to serve as a high-quality benchmark for researchers developing real-time, resource-efficient, and accurate web security applications"
DOI: 10.15468/dl.w6u9ph
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis melanogaster"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034115-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ya8tv7
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bothrops pictus"
 ]
}

 The dataset includes 53 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034114-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nw4q38
title: Occurrence Download

description: A dataset containing 5104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "DatasetKey is VectorBase (Bioinformatics Resource for Invertebrate Vectors of Human Pathogens)"
 ]
}

 The dataset includes 5104 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034116-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4x2bzk
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-106.9188 22.49913, -106.7688 22.49913, -106.7688 22.64913, -106.9188 22.64913, -106.9188 22.49913))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034117-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a6f2nm
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyloxalus insulatus"
 ]
}

 The dataset includes 56 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034118-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xj556a
title: Occurrence Download

description: A dataset containing 4726 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Myotis lucifugus",
 "Year 1970-2020"
 ]
}

 The dataset includes 4726 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034119-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x44r7g
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 {
 "or" : [
 "Year is 2017",
 "Year is 2018",
 "Year is 2019",
 "Year is 2020",
 "Year is 2021",
 "Year is 2022",
 "Year is 2023",
 "Year is 2024",
 "Year is 2016",
 "Year is 2015"
 ]
 },
 "BasisOfRecord is one of (Human Observation, Material sample, Machine Observation)",
 "StateProvince is one of (Cundinamarca, Boyacá)",
 "TaxonKey is one of (Kinosternon leucostomum [GBIF Backbone Taxonomy], Kinosternon leucostomum leucostomum [GBIF Backbone Taxonomy])"
 ]
 }
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034121-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmhmzb
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-106.7688 22.49913, -106.6188 22.49913, -106.6188 22.64913, -106.7688 22.64913, -106.7688 22.49913))"
 ]
}

 The dataset includes 39 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034122-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xp93m
title: Occurrence Download

description: A dataset containing 2083 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección Teriológica de la Universidad Tecnológica del Chocó"
 ]
}

 The dataset includes 2083 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034120-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.egx2fc
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-106.6188 22.49913, -106.4688 22.49913, -106.4688 22.64913, -106.6188 22.64913, -106.6188 22.49913))"
 ]
}

 The dataset includes 13 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034124-251025141854904/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.26166335
title: Lesion characteristics are associated with bowel, bladder, and overall independence following cervical spinal cord injury

description: There is a growing global interest in quantifying spinal cord lesions and spared neural tissue using magnetic resonance imaging (MRI) in individuals with spinal cord injury (SCI). The primary objective of this study was to assess the relationships between spinal cord lesion characteristics assessed on MRI and bowel, bladder, and overall independence following SCI. Retrospective, exploratory study. 93 individuals with cervical SCI who were enrolled in a local United States Model Systems SCI database from 2010 to 2017. Clinical and MRI data were obtained for potential participants, and MRIs of eligible participants were analyzed. Explanatory variables, captured on MRIs, included intramedullary lesion length (IMLL), midsagittal ventral tissue bridge width (VTBW), midsagittal dorsal tissue bridge width (DTBW), and axial damage ratio (ADR). Bowel and bladder management scale of the Functional Independence Measure (FIM) and FIM total motor score. When accounting for all four variables, only ADR was significantly associated with bowel independence (OR = 0.970, 95% CI: 0.942–0.997, P = 0.030), and both ADR and IMLL were strongly associated with bladder independence (OR = 0.967, 95% CI: 0.936–0.999, P = 0.046 and OR = 0.948, 95% CI: 0.919–0.978, P = 0.0007, respectively). 32% of the variation in overall independence scores were explained by all four predictive variables, but only ADR was significantly associated with overall independence after accounting for all other predictive variables (<i>β</i> = −0.469, 95% CI: −0.719, −0.218, P = 0.0004). Our results suggest that the MRI-measured extent of spinal cord lesion may be predictive of bowel, bladder, and overall independence following cervical SCI.
DOI: 10.6084/m9.figshare.26166335.v1
title: Lesion characteristics are associated with bowel, bladder, and overall independence following cervical spinal cord injury

description: There is a growing global interest in quantifying spinal cord lesions and spared neural tissue using magnetic resonance imaging (MRI) in individuals with spinal cord injury (SCI). The primary objective of this study was to assess the relationships between spinal cord lesion characteristics assessed on MRI and bowel, bladder, and overall independence following SCI. Retrospective, exploratory study. 93 individuals with cervical SCI who were enrolled in a local United States Model Systems SCI database from 2010 to 2017. Clinical and MRI data were obtained for potential participants, and MRIs of eligible participants were analyzed. Explanatory variables, captured on MRIs, included intramedullary lesion length (IMLL), midsagittal ventral tissue bridge width (VTBW), midsagittal dorsal tissue bridge width (DTBW), and axial damage ratio (ADR). Bowel and bladder management scale of the Functional Independence Measure (FIM) and FIM total motor score. When accounting for all four variables, only ADR was significantly associated with bowel independence (OR = 0.970, 95% CI: 0.942–0.997, P = 0.030), and both ADR and IMLL were strongly associated with bladder independence (OR = 0.967, 95% CI: 0.936–0.999, P = 0.046 and OR = 0.948, 95% CI: 0.919–0.978, P = 0.0007, respectively). 32% of the variation in overall independence scores were explained by all four predictive variables, but only ADR was significantly associated with overall independence after accounting for all other predictive variables (<i>β</i> = −0.469, 95% CI: −0.719, −0.218, P = 0.0004). Our results suggest that the MRI-measured extent of spinal cord lesion may be predictive of bowel, bladder, and overall independence following cervical SCI.
DOI: 10.6084/m9.figshare.29039846
title: Impact of ultra-early, early and delayed decompression on neurological and clinical outcomes in spinal cord injury: A systematic review and meta-analysis

description: This study investigates the impact of various surgical timing strategies on neurological and clinical outcomes in patients with spinal cord injury (SCI) through a meta-analysis. Specifically, it compares the effectiveness of early, ultra-early, and delayed decompression surgeries in optimizing patient recovery. A comprehensive literature search was conducted across multiple databases, including PubMed, Embase, Cochrane Library, and Web of Science, to identify studies on surgical timing for SCI. Studies evaluating ultra-early surgery (≤8 h or ≤12 h), early surgery (≤24 h), and delayed surgery (&gt;24 h) were included. A total of 16 studies were included, involving outcome indicators such as American Spinal Injury Association (ASIA) score, length of stay, complications, and mortality. Compared with delayed surgery, early surgery (≤24 h) significantly shortened the length of stay (MD = −2.31 days, 95% CI: −4.18, −0.43; <i>P</i> = 0.02) and reduced the risk of complications (OR = 0.70, 95% CI: 0.55, 0.89; <i>P</i> = 0.003), but there was no significant difference in the improvement of ASIA score. Ultra-early surgery (≤8 h) significantly improved the ASIA score (OR = 2.64, 95% CI: 1.29, 5.40; <i>P</i> = 0.008), but no statistical difference was found in the comparison of 12 h. Early or delayed surgery did not affect the mortality of patients. The timing of surgical intervention significantly influences recovery in SCI patients. Early and ultra-early surgery can shorten hospital stay, reduce the risk of complications, and improve neurological outcomes in some cases.
DOI: 10.6084/m9.figshare.29039846.v1
title: Impact of ultra-early, early and delayed decompression on neurological and clinical outcomes in spinal cord injury: A systematic review and meta-analysis

description: This study investigates the impact of various surgical timing strategies on neurological and clinical outcomes in patients with spinal cord injury (SCI) through a meta-analysis. Specifically, it compares the effectiveness of early, ultra-early, and delayed decompression surgeries in optimizing patient recovery. A comprehensive literature search was conducted across multiple databases, including PubMed, Embase, Cochrane Library, and Web of Science, to identify studies on surgical timing for SCI. Studies evaluating ultra-early surgery (≤8 h or ≤12 h), early surgery (≤24 h), and delayed surgery (&gt;24 h) were included. A total of 16 studies were included, involving outcome indicators such as American Spinal Injury Association (ASIA) score, length of stay, complications, and mortality. Compared with delayed surgery, early surgery (≤24 h) significantly shortened the length of stay (MD = −2.31 days, 95% CI: −4.18, −0.43; <i>P</i> = 0.02) and reduced the risk of complications (OR = 0.70, 95% CI: 0.55, 0.89; <i>P</i> = 0.003), but there was no significant difference in the improvement of ASIA score. Ultra-early surgery (≤8 h) significantly improved the ASIA score (OR = 2.64, 95% CI: 1.29, 5.40; <i>P</i> = 0.008), but no statistical difference was found in the comparison of 12 h. Early or delayed surgery did not affect the mortality of patients. The timing of surgical intervention significantly influences recovery in SCI patients. Early and ultra-early surgery can shorten hospital stay, reduce the risk of complications, and improve neurological outcomes in some cases.
DOI: 10.6084/m9.figshare.26348522
title: Polypharmacy in spinal cord injury: Matched cohort analysis comparing drug classes, medical complications, and healthcare utilization metrics with 24-month follow-up

description: Polypharmacy in spinal cord injury (SCI) is common and predisposes patients to increased risk of adverse events. Evaluation of long-term health consequences and economic burden of polypharmacy in patients with SCI is explored. Retrospective cohort. The IBM Marketscan Research Databases claims-based dataset was queried to search for adult patients with SCI with a 2-year follow-up. Two matched cohorts were analyzed: those with and without polypharmacy, analyzing index hospitalization, readmissions, payments, and health outcomes. A total of 11 569 individuals with SCI were included, of which 7235 (63%) were in the polypharmacy group who took a median of 11 separate drugs over two years. Opioid analgesics were the most common medication, present in 57% of patients with SCI meeting the criteria of polypharmacy, followed by antidepressant medications (46%) and muscle relaxants (40%). Risk of pneumonia was increased for the polypharmacy group (58%) compared to the non-polypharmacy group (45%), as were urinary tract infection (79% versus 63%), wound infection (30% versus 21%), depression (76% versus 57%), and adverse drug events (24% versus 15%) at 2 years. Combined median healthcare payments were higher in polypharmacy at 2 years ($44 333 vs. $10 937, P &lt; .0001). Majority of individuals with SCI met the criteria for polypharmacy with nearly 60% of those prescribed opioids and taking drugs from high-risk side effect profiles. Polypharmacy in SCI was associated with a greater risk of pneumonia, depression, urinary tract infections, adverse drug events, and emergency room visits over two years with four times higher overall healthcare payments at 1-year post-injury.
DOI: 10.6084/m9.figshare.26348522.v1
title: Polypharmacy in spinal cord injury: Matched cohort analysis comparing drug classes, medical complications, and healthcare utilization metrics with 24-month follow-up

description: Polypharmacy in spinal cord injury (SCI) is common and predisposes patients to increased risk of adverse events. Evaluation of long-term health consequences and economic burden of polypharmacy in patients with SCI is explored. Retrospective cohort. The IBM Marketscan Research Databases claims-based dataset was queried to search for adult patients with SCI with a 2-year follow-up. Two matched cohorts were analyzed: those with and without polypharmacy, analyzing index hospitalization, readmissions, payments, and health outcomes. A total of 11 569 individuals with SCI were included, of which 7235 (63%) were in the polypharmacy group who took a median of 11 separate drugs over two years. Opioid analgesics were the most common medication, present in 57% of patients with SCI meeting the criteria of polypharmacy, followed by antidepressant medications (46%) and muscle relaxants (40%). Risk of pneumonia was increased for the polypharmacy group (58%) compared to the non-polypharmacy group (45%), as were urinary tract infection (79% versus 63%), wound infection (30% versus 21%), depression (76% versus 57%), and adverse drug events (24% versus 15%) at 2 years. Combined median healthcare payments were higher in polypharmacy at 2 years ($44 333 vs. $10 937, P &lt; .0001). Majority of individuals with SCI met the criteria for polypharmacy with nearly 60% of those prescribed opioids and taking drugs from high-risk side effect profiles. Polypharmacy in SCI was associated with a greater risk of pneumonia, depression, urinary tract infections, adverse drug events, and emergency room visits over two years with four times higher overall healthcare payments at 1-year post-injury.
DOI: 10.15468/dl.jdq2zh
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-106.4688 22.49913, -106.3188 22.49913, -106.3188 22.64913, -106.4688 22.64913, -106.4688 22.49913))"
 ]
}

 The dataset includes 26 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034126-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cf2gv4
title: Occurrence Download

description: A dataset containing 137841 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "GadmGid is COL.2_2",
 "TaxonKey is Piciformes"
 ]
}

 The dataset includes 137841 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034075-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17613154
title: Immersive Environment User Diversity Dataset

description: The dataset proposed in this study is designed to support a multi-layered investigation into the generative mechanisms of digital diversity within immersive environments. The data aims to illuminate differences in users’ perceptual experiences and practical engagements, along with the cultural–material foundations that shape these differences. In doing so, the dataset will help capture the sociomaterial entanglement between technologies, embodied experience, and community interaction.