cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30882695
title: Machine Learning-Driven Prediction of Significant Postoperative Pain in Patients Using Intravenous Morphine Patient-Controlled Analgesia

description: Pain is a common problem after gynecological operations, yet hospitals often struggle to predict which patients will need extra attention. In this study, we aimed to improve how doctors identify patients who are likely to experience severe pain after surgery. We used information already collected in electronic medical records to build computer models that estimate pain risk early to enable care teams’ faster responses by the care teams. By analyzing data from 4,000 women who had gynecological surgery and received patient-controlled pain relief, we tested several machine learning methods and found that two models performed best by correctly identifying high-risk patients more than three out of four times. The most important signals included early pain patterns, how often patients pressed the pain relief button, and details about the surgery. We also designed a dashboard to show these risk scores during routine pain rounds to help doctors make timely decisions without replacing their judgment. This approach could lead to better recovery, fewer complications, and smarter use of hospital resources.
DOI: 10.6084/m9.figshare.30882695.v1
title: Machine Learning-Driven Prediction of Significant Postoperative Pain in Patients Using Intravenous Morphine Patient-Controlled Analgesia

description: Pain is a common problem after gynecological operations, yet hospitals often struggle to predict which patients will need extra attention. In this study, we aimed to improve how doctors identify patients who are likely to experience severe pain after surgery. We used information already collected in electronic medical records to build computer models that estimate pain risk early to enable care teams’ faster responses by the care teams. By analyzing data from 4,000 women who had gynecological surgery and received patient-controlled pain relief, we tested several machine learning methods and found that two models performed best by correctly identifying high-risk patients more than three out of four times. The most important signals included early pain patterns, how often patients pressed the pain relief button, and details about the surgery. We also designed a dashboard to show these risk scores during routine pain rounds to help doctors make timely decisions without replacing their judgment. This approach could lead to better recovery, fewer complications, and smarter use of hospital resources.
DOI: 10.5281/zenodo.16876266
title: Survey 2024: Repository data of WSL - Swiss Federal Institute for Forest, Snow and Landscape Research (2020-2023)

description: Lib4RI analyzed publication data in the institutional repository of the Swiss Federal Institute for Forest, Snow and Landscape Research (DORA WSL, https://www.dora.lib4ri.ch/wsl/) covering the years 2020 to 2023. This analysis aims to produce absolute figures on the proportion of open and closed scientific publications authored by researchers affiliated with the Swiss Federal Institute for Forest, Snow and Landscape Research as part of the annual survey 2024 conducted by the Swiss Open Access Monitor (Repository Monitor, https://oamonitor.ch/charts-data/repository-monitor/).The analysis covered four resource types: journal articles, books, book chapters, and conference papers. Only basic Open Access status is considered, based on the availability of full text (open | closed) in DORA WSL. Publications under embargo at the time of data collection are classified as closed.
DOI: 10.5281/zenodo.16876267
title: Survey 2024: Repository data of WSL - Swiss Federal Institute for Forest, Snow and Landscape Research (2020-2023)

description: Lib4RI analyzed publication data in the institutional repository of the Swiss Federal Institute for Forest, Snow and Landscape Research (DORA WSL, https://www.dora.lib4ri.ch/wsl/) covering the years 2020 to 2023. This analysis aims to produce absolute figures on the proportion of open and closed scientific publications authored by researchers affiliated with the Swiss Federal Institute for Forest, Snow and Landscape Research as part of the annual survey 2024 conducted by the Swiss Open Access Monitor (Repository Monitor, https://oamonitor.ch/charts-data/repository-monitor/).The analysis covered four resource types: journal articles, books, book chapters, and conference papers. Only basic Open Access status is considered, based on the availability of full text (open | closed) in DORA WSL. Publications under embargo at the time of data collection are classified as closed.
DOI: 10.5281/zenodo.16894093
title: Survey 2024: Repository data of Empa - Swiss Federal Laboratories for Materials Science and Technology (2020-2023)

description: Lib4RI analyzed publication data in the institutional repository of the Swiss Federal Laboratories for Materials Science and Technology (DORA Empa, https://www.dora.lib4ri.ch/empa/) covering the years 2020 to 2023. This analysis aims to produce absolute figures on the proportion of open and closed scientific publications authored by researchers affiliated with the Swiss Federal Laboratories for Materials Science and Technology as part of the annual survey 2024 conducted by the Swiss Open Access Monitor (Repository Monitor, https://oamonitor.ch/charts-data/repository-monitor/).The analysis covered four resource types: journal articles, books, book chapters, and conference papers. Only basic Open Access status is considered, based on the availability of full text (open | closed) in DORA Empa. Publications under embargo at the time of data collection are classified as closed.
DOI: 10.5281/zenodo.16894092
title: Survey 2024: Repository data of Empa - Swiss Federal Laboratories for Materials Science and Technology (2020-2023)

description: Lib4RI analyzed publication data in the institutional repository of the Swiss Federal Laboratories for Materials Science and Technology (DORA Empa, https://www.dora.lib4ri.ch/empa/) covering the years 2020 to 2023. This analysis aims to produce absolute figures on the proportion of open and closed scientific publications authored by researchers affiliated with the Swiss Federal Laboratories for Materials Science and Technology as part of the annual survey 2024 conducted by the Swiss Open Access Monitor (Repository Monitor, https://oamonitor.ch/charts-data/repository-monitor/).The analysis covered four resource types: journal articles, books, book chapters, and conference papers. Only basic Open Access status is considered, based on the availability of full text (open | closed) in DORA Empa. Publications under embargo at the time of data collection are classified as closed.
DOI: 10.15468/dl.em2ddg
title: Occurrence Download

description: A dataset containing 54469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucaena",
 "HasCoordinate is true"
 ]
}

 The dataset includes 54469 records from 735 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053098-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17100418
title: TOF MRA IXI dataset for landmark localization

description: The dataset contains 224 TOF-MRA volumes (400 x 400 x 133 dimensions and 0.6 mm isotropic voxel spacing) and their corresponding 10 landmark spheres as .nii format.

These data were generated from the public IXI TOF-MRA dataset (https://brain-development.org/ixi-dataset/) after data exclusion. Data exclusion criteria included poor image quality, low spatial resolution, and too small FOV to cover the entire landmark points.   

nii_isores_(01 ~ 11).zip contain 224 TOF-MRA nii files 

sphere.zip contains 2240 sphere mask nii files. There are ten landmarks per each volume. 

landmark_point.csv contains each landmark's (x,y,z) location.  

 

If you use this dataset for your research, please cite Jeong et al. "Segmentation-based landmark localization in cerebral magnetic resonance angiography using landmark subsets", Investigative Magnetic Resonance Imaging (2025) (in press)
DOI: 10.5281/zenodo.16893288
title: Survey 2024: Repository data of Eawag - Swiss Federal Institute of Aquatic Science and Technology (2020-2023)

description: Lib4RI analyzed publication data in the institutional repository of the Swiss Federal Institute of Aquatic Science and Technology (DORA Eawag, https://www.dora.lib4ri.ch/eawag/) covering the years 2020 to 2023. This analysis aims to produce absolute figures on the proportion of open and closed scientific publications authored by researchers affiliated with the Swiss Federal Institute of Aquatic Science and Technology as part of the annual survey 2024 conducted by the Swiss Open Access Monitor (Repository Monitor, https://oamonitor.ch/charts-data/repository-monitor/).The analysis covered four resource types: journal articles, books, book chapters, and conference papers. Only basic Open Access status is considered, based on the availability of full text (open | closed) in DORA Eawag. Publications under embargo at the time of data collection are classified as closed.
DOI: 10.5281/zenodo.16893287
title: Survey 2024: Repository data of Eawag - Swiss Federal Institute of Aquatic Science and Technology (2020-2023)

description: Lib4RI analyzed publication data in the institutional repository of the Swiss Federal Institute of Aquatic Science and Technology (DORA Eawag, https://www.dora.lib4ri.ch/eawag/) covering the years 2020 to 2023. This analysis aims to produce absolute figures on the proportion of open and closed scientific publications authored by researchers affiliated with the Swiss Federal Institute of Aquatic Science and Technology as part of the annual survey 2024 conducted by the Swiss Open Access Monitor (Repository Monitor, https://oamonitor.ch/charts-data/repository-monitor/).The analysis covered four resource types: journal articles, books, book chapters, and conference papers. Only basic Open Access status is considered, based on the availability of full text (open | closed) in DORA Eawag. Publications under embargo at the time of data collection are classified as closed.
DOI: 10.5281/zenodo.17100417
title: TOF MRA IXI dataset for landmark localization

description: The dataset contains 224 TOF-MRA volumes (400 x 400 x 133 dimensions and 0.6 mm isotropic voxel spacing) and their corresponding 10 landmark spheres as .nii format.

These data were generated from the public IXI TOF-MRA dataset (https://brain-development.org/ixi-dataset/) after data exclusion. Data exclusion criteria included poor image quality, low spatial resolution, and too small FOV to cover the entire landmark points.   

nii_isores_(01 ~ 11).zip contain 224 TOF-MRA nii files 

sphere.zip contains 2240 sphere mask nii files. There are ten landmarks per each volume. 

landmark_point.csv contains each landmark's (x,y,z) location.  

 

If you use this dataset for your research, please cite Jeong et al. "Segmentation-based landmark localization in cerebral magnetic resonance angiography using landmark subsets", Investigative Magnetic Resonance Imaging (2025) (in press)
DOI: 10.5281/zenodo.17935735
title: Codes for a tomato telomere-to-telomere super  pangenome
DOI: 10.5281/zenodo.17935734
title: Codes for a tomato telomere-to-telomere super  pangenome
DOI: 10.15480/882.16255
title: Dataset on NMR Relaxometry Probes Solvent-Polarity-Dependent Molecular Interactions in Stimuli-Responsive Lyogels

description: This dataset contains experimental data of NMR relaxometry probes solvent-polarity-dependent molecular interactions in stimuli-responsive lyogels. The accompanying README file provides detailed descriptions of all included files and explains the research context, methodological information, and the measured variables.
DOI: 10.15468/dl.qr2nbf
title: Occurrence Download

description: A dataset containing 211194 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Uzbekistan"
 ]
}

 The dataset includes 211194 records from 793 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053102-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.73779
title: CACHETTE DE KARNAK - CK_522_nu_2006_08292

description: Référence : nu_2006_08292<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.x4gbz5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thrincia azorica Gand."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013675-230810091245214/datasets/export for details.
DOI: 10.15468/dl.4ms3w3
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtodactylus saiyok Panitvong, Sumontha, Tunprasert & Pauwels, 2014"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291053-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajf2se
title: Occurrence Download

description: A dataset containing 65574 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polygonatum verticillatum (L.) All."
 ]
}

 The dataset includes 65574 records from 296 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118850-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.73778
title: CACHETTE DE KARNAK - CK_521_nu_2006_13633

description: Référence : nu_2006_13633<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.73777
title: CACHETTE DE KARNAK - CK_521_nu_2006_13632

description: Référence : nu_2006_13632<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.uy4z8k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Otiorhynchus morio (Fabricius, 1781)",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0368234-210914110416597/datasets/export for details.
DOI: 10.34816/ifao.archives.73776
title: CACHETTE DE KARNAK - CK_521_nu_2006_13631

description: Référence : nu_2006_13631<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.tqd4mk
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thrixspermum amplexicaule (Blume) Rchb.f."
 ]
}

 The dataset includes 206 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013706-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.73775
title: CACHETTE DE KARNAK - CK_521_nu_2006_13630

description: Référence : nu_2006_13630<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.fb996h
title: Occurrence Download

description: A dataset listing the 7061 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.73462 36.78564,-6.1853 35.65116,-4.03198 36.45056,-3.98804 37.62565,-5.37231 37.83419,-6.73462 36.78564))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 7061 records were derived from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118845-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.73774
title: CACHETTE DE KARNAK - CK_521_nu_2006_13629

description: Référence : nu_2006_13629<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.73773
title: CACHETTE DE KARNAK - CK_521_nu_2006_13628

description: Référence : nu_2006_13628<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.rxkae9
title: Occurrence Download

description: A dataset containing 1088 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000000.0",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Clusia L."
 ]
}

 The dataset includes 1088 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291064-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.73772
title: CACHETTE DE KARNAK - CK_521_nu_2006_13627

description: Référence : nu_2006_13627<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.yxwhhz
title: Occurrence Download

description: A dataset containing 913 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Congo",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 913 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026035-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.73771
title: CACHETTE DE KARNAK - CK_521_nu_2006_13626

description: Référence : nu_2006_13626<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.a29xjz
title: Occurrence Download

description: A dataset containing 4575 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carlowrightia A.Gray"
 ]
}

 The dataset includes 4575 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198761-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.73770
title: CACHETTE DE KARNAK - CK_521_nu_2006_13625

description: Référence : nu_2006_13625<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.4ee3sp
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Occurrence evidence"
 ]
 },
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Neophron percnopterus (Linnaeus, 1758)",
 "Year 1972-2022"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291069-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvu2hd
title: Occurrence Download

description: A dataset containing 2595 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gutierrezia microcephala (DC.) A.Gray"
 ]
}

 The dataset includes 2595 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199977-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.73769
title: CACHETTE DE KARNAK - CK_521_nu_2006_13624

description: Référence : nu_2006_13624<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.xue42u
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetramolopium lepidotum (Less.) Sherff"
 ]
}

 The dataset includes 125 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032708-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9ztk4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Darwinia pinifolia (Lindl.) Benth.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042637-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e79mbt
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-9959.0",
 "TaxonKey is Lycaon pictus (Temminck, 1820)"
 ]
}

 The dataset includes 250 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0236525-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k3tep9
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pelagiellidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 173 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013664-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drjarx
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllodactylus wirshingi Kerster & Smith, 1955"
 ]
}

 The dataset includes 60 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291105-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkxkcj
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Halkieriidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 26 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013652-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bs43b7
title: Occurrence Download

description: A dataset containing 2311 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Freshwater Pest Plants Observations"
 ]
}

 The dataset includes 2311 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031447-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.