cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/mj4e-z589
title: "Achieving Fairness and Better Trade-off in Dermatological Disease Diagnosis with Enhanced Balanced Incremental Distillation Netw"

description: "As deep learning technology is deeply empowering the practice of dermatological disease diagnosis, its diagnostic accuracy has steadily improved. Simultaneously, ensuring fairness in decision-making has emerged as a critical issue that requires urgent attention. However, existing research indicates improving fairness often comes at the cost of reduced diagnostic performance. To mitigate unfair discrimination against under-represented demographic groups while achieving a better trade-off between diagnostic accuracy and fairness, we propose an enhanced balanced incremental distillation network (EBID-Net). Specifically, aided by balanced memory, representative demographic groups are designed to assist underrepresented groups in learning knowledge, which is incrementally trained by integrating the distributions of different groups.  Additionally, we incorporate global information into the contextual attention mechanism to capture correlated interactions between features across different spatial locations, so as to obtain more robust feature representations during the incremental learning. Experimental results show that our network outperforms other methods in terms of fairness criteria and the trade-off between fairness and diagnostic accuracy."
DOI: 10.15468/dl.2b7ds3
title: Occurrence Download

description: A dataset containing 12724104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "Geometry POLYGON((-180 -58,180 -58,180 84,-180 84,-180 -58))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC-BY-NC 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Animalia, Plantae)",
 "Year is 2014"
 ]
}

 The dataset includes 12724104 records from 709 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002802-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ye6p4t
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((103.772 -2.087,104.289 -2.087,104.289 -1.646,103.772 -1.646,103.772 -2.087))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 337 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008139-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15516129
title: Dataset for the manuscript: Schneiderova P et al., The SARS-CoV-2 trigger highlights host interleukin 1 genetics in Epstein–Barr Virus reactivation, Cell Reports (2025)

description: The dataset consists of clinical and laboratory parameters in 687 individuals (375 women and 312 men; mean age 53 years; Central Europe) with persistent patient-reported long COVID symptoms lasting 4 weeks to 4 months following SARS-CoV-2 infection. Among analysed parameters are changes on chest X-ray (CXR), pulmonary functional test (vital capacity [VC], forced expiratory volume in the first second [FEV1], total lung capacity [TLC], single-breath lung diffusion capacity for carbon monoxide [DLCOSB] and carbon monoxide transfer coefficient [KCO]), serological markers of recent EBV reactivation (anti-EBV VCA IgM, VCA IgA and EA[D] IgG) and ten functional single nucleotide polymorphisms (SNPs) in the IL1 gene cluster and IL10 gene. The dataset is part of the study published by Schneiderova P et al. The SARS-CoV-2 trigger highlights host interleukin 1 genetics in Epstein–Barr Virus reactivation. Cell Reports.
DOI: 10.5281/zenodo.15516130
title: Dataset for the manuscript: Schneiderova P et al., The SARS-CoV-2 trigger highlights host interleukin 1 genetics in Epstein–Barr Virus reactivation, Cell Reports (2025)

description: The dataset consists of clinical and laboratory parameters in 687 individuals (375 women and 312 men; mean age 53 years; Central Europe) with persistent patient-reported long COVID symptoms lasting 4 weeks to 4 months following SARS-CoV-2 infection. Among analysed parameters are changes on chest X-ray (CXR), pulmonary functional test (vital capacity [VC], forced expiratory volume in the first second [FEV1], total lung capacity [TLC], single-breath lung diffusion capacity for carbon monoxide [DLCOSB] and carbon monoxide transfer coefficient [KCO]), serological markers of recent EBV reactivation (anti-EBV VCA IgM, VCA IgA and EA[D] IgG) and ten functional single nucleotide polymorphisms (SNPs) in the IL1 gene cluster and IL10 gene. The dataset is part of the study published by Schneiderova P et al. The SARS-CoV-2 trigger highlights host interleukin 1 genetics in Epstein–Barr Virus reactivation. Cell Reports.
DOI: 10.5281/zenodo.15550849
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250530g Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250530g Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15550850
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250530g Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250530g Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.fb8mhx
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dioszeghyana schmidtii",
 "HasCoordinate is true"
 ]
}

 The dataset includes 163 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036478-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.stmt47
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material citation)",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Sharing vertebrate occurrence data from camera traps in Asia, Fauna presente en los monitoreos de las fincas de Agropecuaria Aliar S.A.)",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera pardus melas"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036479-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvv9yq
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.8188 27.59913, -110.6688 27.59913, -110.6688 27.74913, -110.8188 27.74913, -110.8188 27.59913))"
 ]
}

 The dataset includes 143 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036480-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cqryr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Serranochromis jallae",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036481-251025141854904/datasets/export for details.
DOI: 10.15468/dl.ewc49u
title: Occurrence Download

description: A dataset containing 78970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cypripedium calceolus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 78970 records from 394 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036420-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gyr88e
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.6688 27.59913, -110.5188 27.59913, -110.5188 27.74913, -110.6688 27.74913, -110.6688 27.59913))"
 ]
}

 The dataset includes 141 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036483-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5ubvm
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calamagrostis pisinna"
 ]
}

 The dataset includes 13 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036484-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6anfa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Serranochromis robustus",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036485-251025141854904/datasets/export for details.
DOI: 10.34740/kaggle/dsv/13747029
title: Market Prices of Commodities in South Tangerang
DOI: 10.15468/dl.e3wr6b
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.9188 27.74913, -112.7688 27.74913, -112.7688 27.89913, -112.9188 27.89913, -112.9188 27.74913))"
 ]
}

 The dataset includes 51 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036486-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gm6m85
title: Occurrence Download

description: A dataset containing 2026 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, Mexico)",
 "OccurrenceStatus is Present",
 "TaxonKey is Xerospermophilus spilosoma",
 "Year 1970-2025"
 ]
}

 The dataset includes 2026 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036487-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4atcy
title: Occurrence Download

description: A dataset containing 115114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "License is CC-BY-NC 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 115114 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036472-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ajzdb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Serrasalmus gibbus",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036488-251025141854904/datasets/export for details.
DOI: 10.34740/kaggle/dsv/13747033
title: Booru.org Top Leaderboard
DOI: 10.15468/dl.74ewc3
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.7688 27.74913, -112.6188 27.74913, -112.6188 27.89913, -112.7688 27.89913, -112.7688 27.74913))"
 ]
}

 The dataset includes 129 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036489-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fh62t
title: Occurrence Download

description: A dataset containing 69140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Uromyces",
 "HasCoordinate is true"
 ]
}

 The dataset includes 69140 records from 293 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036464-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nys5vs
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Serrasalmus marginatus",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036491-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjfzxk
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.6188 27.74913, -112.4688 27.74913, -112.4688 27.89913, -112.6188 27.89913, -112.6188 27.74913))"
 ]
}

 The dataset includes 30 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036492-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17619547
title: Simulation dataset for "Effect of sectorized antenna tilt on OFDMA/FDD downlink throughput"
DOI: 10.5281/zenodo.17619548
title: Simulation dataset for "Effect of sectorized antenna tilt on OFDMA/FDD downlink throughput"
DOI: 10.15468/dl.v5tpku
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Serrasalmus rhombeus",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 44 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036493-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.db7yub
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.4688 27.74913, -112.3188 27.74913, -112.3188 27.89913, -112.4688 27.89913, -112.4688 27.74913))"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036495-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2a4er
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Serrasalmus sanchezi",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036496-251025141854904/datasets/export for details.
DOI: 10.34740/kaggle/dsv/13747052
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.t4arcf
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.3188 27.74913, -112.1688 27.74913, -112.1688 27.89913, -112.3188 27.89913, -112.3188 27.74913))"
 ]
}

 The dataset includes 51 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036497-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzsws4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Serrasalmus serrulatus",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036498-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.17619582
title: Results for EEG Wave conversion to classical binary stream and back.
DOI: 10.5281/zenodo.17619583
title: Results for EEG Wave conversion to classical binary stream and back.
DOI: 10.15468/dl.w4pcc8
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.1688 27.74913, -112.0188 27.74913, -112.0188 27.89913, -112.1688 27.89913, -112.1688 27.74913))"
 ]
}

 The dataset includes 44 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036499-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yb8tum
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Serrasalmus spilopleura",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036500-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbwjcd
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Specimen, Occurrence evidence)",
 "Country is Colombia",
 "TaxonKey is Sechium edule"
 ]
}

 The dataset includes 156 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036501-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17619602
title: ACEM 10275 - raw data
DOI: 10.5281/zenodo.17619603
title: ACEM 10275 - raw data
DOI: 10.15468/dl.uqud56
title: Occurrence Download

description: A dataset containing 222 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-112.0188 27.74913, -111.8688 27.74913, -111.8688 27.89913, -112.0188 27.89913, -112.0188 27.74913))"
 ]
}

 The dataset includes 222 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036502-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.engrv5
title: Occurrence Download

description: A dataset containing 19096 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nymphaea candida C.Presl",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 19096 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030391-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ar25ks
title: Occurrence Download

description: A dataset containing 4103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagittaria natans Pall.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 4103 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030392-250426092105405/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.29049371
title: Full data set collected from all hospitals.xlsx

description: Abstract Background: Antimicrobial Resistance (AMR) is increasingly recognised in equine medicine. Antimicrobialuse(AMU) is a key driver of AMR. Objectives:To pilot a point prevalence survey (PPS), based on the Global-PPS used in human hospitals, to obtain data on antibiotic prescribing and AMR in equine hospitals and to identify targets for improvement in AMU. Study Design: Point prevalence survey. Methods: Eight equine hospitals located in Australia, Belgium, South Africa, the United Kingdom and the United States were recruited. Data on AMU were collected from all in-patients on antibiotic treatment at 08h00 on four selected study days throughout the study year (2022). Results: In total, 742 patients, 310 (41.8%) surgical and 432 (58.2%) non surgical cases, were evaluated and 58.7% (182/310) surgical and 25.9%(112/432) non surgical patients were on antibiotics. The most prescribed antibiotics were penicillin, gentamicin and trimethoprim sulfonamides. In 45.2% (215/476) of prescriptions, use was prophylactic.Therapeutic use was based on a biomarker in 48.8%(127/260) of treatments. A sample was submitted for culture in 56.9% (148/260) of therapeutic treatments. A positive culture result was reported from 49.3%(73/148) of samples, with an antibiogram available for 90.4% (66/73) of the positive cultures. An antibiotic use stop/review date was not recorded in 59.5% (283/476) of uses. Main Limitations: This PPS was a pilot study with a relatively small sample size and likely does not reflect AMU in all types of equine hospitals in all geographic locations. Conclusions and Clinical Relevance: The PPS identified multiple ways in which antibiotic prescribing could be improved. Targets identified for stewardship interventions included empiric use of European Medicines Agency Category A and B antibiotics, the high prevalence of prophylaxis and the lack of use of a stop/review date. The survey could be used as a repeatable tool to assess stewardship interventions in equine hospitals.