cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28087958.v1
title: A chromosome-level genome assembly of eriophyoid mite Setoptus koraiensis

description: The genome assembly and annotation files of Setoptus koraiensis
DOI: 10.15468/dl.sjgwcc
title: Occurrence Download

description: A dataset containing 244 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "TaxonKey is Colletidae"
 ]
}

 The dataset includes 244 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016374-250310093411724/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.28169375
title: Dataset for 'Enhanced Solar Water Oxidation and Unassisted Water Splitting Using Graphite Protected Bulk Heterojunction Organic Photoactive Layers'

description: Dataset for 'Enhanced Solar Water Oxidation and Unassisted Water Splitting Using Graphite Protected Bulk Heterojunction Organic Photoactive Layers'. Details within the files and manuscript
DOI: 10.6084/m9.figshare.28169375.v1
title: Dataset for 'Enhanced Solar Water Oxidation and Unassisted Water Splitting Using Graphite Protected Bulk Heterojunction Organic Photoactive Layers'

description: Dataset for 'Enhanced Solar Water Oxidation and Unassisted Water Splitting Using Graphite Protected Bulk Heterojunction Organic Photoactive Layers'. Details within the files and manuscript
DOI: 10.15468/dl.qs38et
title: Occurrence Download

description: A dataset containing 571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Prosopis juliflora (Sw.) DC."
 ]
}

 The dataset includes 571 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016375-250310093411724/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.27908124.v1
title: An Epidermal Serine Sensing System for Skin Healthcare

description: An Epidermal Serine Sensing System
DOI: 10.6084/m9.figshare.27908124
title: An Epidermal Serine Sensing System for Skin Healthcare

description: An Epidermal Serine Sensing System
DOI: 10.15468/dl.dy9fcw
title: Occurrence Download

description: A dataset containing 21348 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Sampling Event and Occurrence Records of Dung Beetles (Coleoptera: Scarabaeidae: Scarabaeinae) from Sabah, Malaysia Borneo"
 ]
}

 The dataset includes 21348 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016376-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15049424
title: Dataset related to article "A large language model-based clinical decision support system for syncope recognition in the emergency department: A framework for clinical workflow integration"

description: This record contains raw data related to article “A large language model-based clinical decision support system for syncope recognition in the emergency department: A framework for clinical workflow integration"

Abstract



Differentiation of syncope from transient loss of consciousness can be challenging in the emergency department (ED). Natural Language Processing (NLP) enables the analysis of free text in the electronic medical records (EMR). The present paper aimed to develop a large language models (LLM) for syncope recognition in the ED and proposed a framework for model integration within the clinical workflow. Two models, based on both the Italian and Multilingual Bidirectional Encoder Representations from Transformers (BERT) language model, were developed using consecutive EMRs. The "triage" model was only based on notes contained in the "triage" section of the EMR. The "anamnesis" model added data contained in the "medical history" section. Interpretation and calibration plots were generated. The Italian and Multi BERT models were developed and tested on both 15,098 and 15,222 EMRs, respectively. The triage model had an AUC of 0·95 for the Italian BERT and 0·94 for the Multi BERT. The anamnesis model had an AUC of 0·98 for the Italian BERT and 0·97 for Multi BERT. The LLM identified syncope when not explicitly mentioned in the EMR and also recognized common prodromal symptoms preceding syncope. Both models identified syncope patients in the ED with a high discriminative capability from nurses and doctors' notes, thus potentially acting as a tool helping physicians to differentiate syncope from others transient loss of consciousness
DOI: 10.5281/zenodo.15049425
title: Dataset related to article "A large language model-based clinical decision support system for syncope recognition in the emergency department: A framework for clinical workflow integration"

description: This record contains raw data related to article “A large language model-based clinical decision support system for syncope recognition in the emergency department: A framework for clinical workflow integration"

Abstract



Differentiation of syncope from transient loss of consciousness can be challenging in the emergency department (ED). Natural Language Processing (NLP) enables the analysis of free text in the electronic medical records (EMR). The present paper aimed to develop a large language models (LLM) for syncope recognition in the ED and proposed a framework for model integration within the clinical workflow. Two models, based on both the Italian and Multilingual Bidirectional Encoder Representations from Transformers (BERT) language model, were developed using consecutive EMRs. The "triage" model was only based on notes contained in the "triage" section of the EMR. The "anamnesis" model added data contained in the "medical history" section. Interpretation and calibration plots were generated. The Italian and Multi BERT models were developed and tested on both 15,098 and 15,222 EMRs, respectively. The triage model had an AUC of 0·95 for the Italian BERT and 0·94 for the Multi BERT. The anamnesis model had an AUC of 0·98 for the Italian BERT and 0·97 for Multi BERT. The LLM identified syncope when not explicitly mentioned in the EMR and also recognized common prodromal symptoms preceding syncope. Both models identified syncope patients in the ED with a high discriminative capability from nurses and doctors' notes, thus potentially acting as a tool helping physicians to differentiate syncope from others transient loss of consciousness
DOI: 10.15468/dl.wt23nt
title: Occurrence Download

description: A dataset containing 157643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Brotogeris chiriri (Vieillot, 1818))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 157643 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016366-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15049428
title: Open Data_Latihan Percobaan 01_xxxxx
DOI: 10.5281/zenodo.15049429
title: Open Data_Latihan Percobaan 01_xxxxx
DOI: 10.5281/zenodo.15049383
title: Dataset Respondent of Digital Literacy and IT Capability in MSME
DOI: 10.5281/zenodo.15049384
title: Dataset Respondent of Digital Literacy and IT Capability in MSME
DOI: 10.15468/dl.wcmba2
title: Occurrence Download

description: A dataset containing 523 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Nardostachys jatamansi (D.Don) DC."
 ]
}

 The dataset includes 523 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016377-250310093411724/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.28622405
title: Data - "Decoherence-protected holonomic gates with reduced requirements for physical resources"

description: Decoherence-protected holonomic gates with reduced requirements for physical resources
DOI: 10.5281/zenodo.15049437
title: AYAM GORENG
DOI: 10.5281/zenodo.15049438
title: AYAM GORENG
DOI: 10.15468/dl.kdunv5
title: Occurrence Download

description: A dataset containing 2108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atractotomus magnicornis (Fallen, 1807)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2108 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016378-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mc9zvh
title: Occurrence Download

description: A dataset containing 311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Quercus cocciferoides Hand.-Mazz."
 ]
}

 The dataset includes 311 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016380-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15049422
title: Extend complex system
DOI: 10.5281/zenodo.15049423
title: Extend complex system
DOI: 10.18150/fdrbkt
title: SDAV infection and role of VCP in primary murine neurons

description: This study was designed to understand and investigate the involvement of valosin-containing protein (VCP), an ATPase required for ubiquitin-mediated proteasomal degradation of proteins, in neuronal infection. Sialodacryoadenitis virus (SDAV), a member of the genus Betacoronavirus, was used for the first time in such a study to gain a better understanding of SDAV pathogenesis. We targeted the valosin-containing protein because of its critical role in cell metabolism and viral replication.Data deposited in the repository was saved in .xlsx format for numerical data, .jpg, and .tiff format for microscopy images. Uploaded folders contain raw data obtained via Revvity Operetta CLS and ThermoFisher Array Scan XTI high content throughput microscopes (protein and virus count, viral titer, cell morphology), Olympus FV10i confocal microscope (cell morphology), BioRad Chemidoc (Western Blot analysis), BioTek Synergy H1 plate reader (XTT test), and JuliBr live imaging system (observation on cells in time).
DOI: 10.15468/dl.wsm6h9
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Quercus palustris Münchh."
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016381-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2uyqq8
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Quercus ×fangshanensis Liou"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016382-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.627qrp
title: Occurrence Download

description: A dataset containing 275879 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((17.11599387794146 47.93326494080125, 17.177717383207064 48.36966575273118, 16.717329888608358 48.39863230322301, 16.659507994915856 47.96194515157451, 17.11599387794146 47.93326494080125))"
 ]
}

 The dataset includes 275879 records from 263 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016360-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2j3kb
title: Occurrence Download

description: A dataset containing 4740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Attagenus pellio (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4740 records from 221 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016383-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15045905
title: Using Scite for identifying relevant studies for systematic reviews: a study of included publications in Cochrane Reviews
DOI: 10.5281/zenodo.15049435
title: Historical ecosystems of the Midwestern United States

description: Tree densities and composition from historical land surveys were used to modify vegetation reconstructions from Illinois (survey years 1804–1843; Illinois Natural History Survey 2003), Indiana (survey years 1799–1834; Indiana Department of Natural Resources 2016), Michigan (survey years 1816–1856; Michigan Natural Features Inventory 2023), and Minnesota (survey years 1847–1907; Minnesota Department of Natural Resources 1988).

The first ecosystem column is the original class and the second ecosystem column is the reclassified one.
DOI: 10.5281/zenodo.15049436
title: Historical ecosystems of the Midwestern United States

description: Tree densities and composition from historical land surveys were used to modify vegetation reconstructions from Illinois (survey years 1804–1843; Illinois Natural History Survey 2003), Indiana (survey years 1799–1834; Indiana Department of Natural Resources 2016), Michigan (survey years 1816–1856; Michigan Natural Features Inventory 2023), and Minnesota (survey years 1847–1907; Minnesota Department of Natural Resources 1988).

The first ecosystem column is the original class and the second ecosystem column is the reclassified one.
DOI: 10.15468/dl.9yq5ac
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Nardostachys jatamansi (D.Don) DC.",
 "Year 2000-2025"
 ]
}

 The dataset includes 81 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016384-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37zet5
title: Occurrence Download

description: A dataset containing 1338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Quercus aquifolioides Rehder & E.H.Wilson"
 ]
}

 The dataset includes 1338 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016385-250310093411724/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.28622492
title: Afirca grassland classification data.zip

description: Afirca grassland classification data
DOI: 10.15468/dl.wky2t4
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (China, Chinese Taipei)",
 "TaxonKey is Ophioderma pendulum (L.) C.Presl"
 ]
}

 The dataset includes 251 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016386-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eyxy2d
title: Occurrence Download

description: A dataset containing 1457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atractotomus mali (Meyer-Dur, 1843)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1457 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016387-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pu6ey
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cheirotonus fujiokai Muramoto, 1994"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016388-250310093411724/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.23996829
title: <b>Extracellular symbiont colonizes insect during embryo development</b>

description: Raw data and statistical analysis of the manuscript entitled "Extracellular symbiont colonizes insect during embryo development".
DOI: 10.15468/dl.jvrqu9
title: Occurrence Download

description: A dataset containing 6388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (NE, LC, NT, VU, EN)",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 6388 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016390-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfr5c3
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Quercus fimbriata Y.C.Hsu & H.Wei Jen"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016392-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czppe5
title: Occurrence Download

description: A dataset containing 370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Quercus franchetii Skan"
 ]
}

 The dataset includes 370 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016393-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hce53f
title: Occurrence Download

description: A dataset containing 1352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((163.90647 -48.22987,179.30647 -48.22987,179.30647 -33.63591,163.90647 -33.63591,163.90647 -48.22987))",
 "HasGeospatialIssue is false",
 "TaxonKey is Agapanthus praecox Willd."
 ]
}

 The dataset includes 1352 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016395-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9ywzr
title: Occurrence Download

description: A dataset containing 505 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Quercus gilliana Rehder & E.H.Wilson"
 ]
}

 The dataset includes 505 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016397-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zv3h5c
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "TaxonKey is Melittidae"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016396-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgmbd6
title: Occurrence Download

description: A dataset containing 25557435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anas platyrhynchos Linnaeus, 1758)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25557435 records from 4751 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016379-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1117996.10fu
title: SH1117996.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1117998.10fu
title: SH1117998.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.