cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25934/pr00011431
title: AMR PREDICTION

description: Antimicrobial resistance (AMR) is one of the most urgent global health challenges of the 21st century. It threatens the effectiveness of antibiotics used to treat bacterial infections, leading to higher rates of complications, prolonged hospital stays, and increased mortality. Reliable, large scale surveillance data are essential for tracking resistance trends and designing effective responses.
This research, aims to analyze anonymized AMR surveillance data available through the Vivli platform using advanced machine learning and deep learning techniques. By applying these computational approaches, the study seeks to identify patterns in resistance development across different pathogens, regions, and timeframes, as well as to detect early signals of emerging resistance.
The objectives of this study are to:
•	Develop predictive models to support improved patient outcomes by enabling more accurate and timely selection of effective antibiotics.
•	Contribute to antimicrobial stewardship by identifying trends in inappropriate or excessive antibiotic use, helping clinicians tailor therapies based on data-driven insights.
•	Provide actionable evidence to inform public health practice, including the identification of high risk regions and populations, to support targeted interventions and surveillance programs.
•	Help strengthen health systems by offering scalable, data-driven tools that can support long-term planning in diagnostic support, resource allocation, and infection control strategies.
The insights generated will support ongoing global efforts to combat AMR by bridging computational science with clinical and public health needs. Findings will be shared through peer reviewed publications and will contribute to the global knowledge base for evidence based decision making in infectious disease management.
DOI: 10.17632/4zfj64gjsf
title: How the world manages acute burns: insights from an international survey of 106 burn units across 50 countries

description: Background: There is considerable variability in the management of acute burns globally, including differences between low- and middle-income countries (LMIC) and high-income countries (HIC). This study aimed to describe global surgical burn care practices through an international survey, providing insight into diagnostic, debridement, and coverage techniques and their timing.
Methods: An online survey was developed and distributed to burn surgeons worldwide, focusing on the management of four patient cases and standard practices. The survey was developed and tested in collaboration with burn care experts, and distributed via email. One respondent per hospital performing burn surgery was permitted to prevent duplication. Data were analysed using descriptive statistics, Fisher’s exact tests and Chi-square tests, with responses categorised by country and regional economic status.
Results: Burn surgeons from 106 burn units across 50 countries completed the survey, achieving a 44% response rate. Early surgical debridement (&lt;48h) was most commonly referred to as standard care, although definitions of early grafting differed. LMICs and HICs differed in the availability of diagnostic tools, enzymatic debridement, and wound coverage techniques. Further regional differences were observed among HICs in Europe, North America, and Oceania, highlighting diverse approaches to burn care worldwide.
Conclusion: This study offers a global overview of acute surgical burn management, showing both universally common practices and significant regional variations between LMICs, HICs, and continents. The broad heterogeneity in surgical timing and techniques highlights the need for further research.

The survey used in this study can be found in this repository.
DOI: 10.17632/4zfj64gjsf.1
title: How the world manages acute burns: insights from an international survey of 106 burn units across 50 countries

description: Background: There is considerable variability in the management of acute burns globally, including differences between low- and middle-income countries (LMIC) and high-income countries (HIC). This study aimed to describe global surgical burn care practices through an international survey, providing insight into diagnostic, debridement, and coverage techniques and their timing.
Methods: An online survey was developed and distributed to burn surgeons worldwide, focusing on the management of four patient cases and standard practices. The survey was developed and tested in collaboration with burn care experts, and distributed via email. One respondent per hospital performing burn surgery was permitted to prevent duplication. Data were analysed using descriptive statistics, Fisher’s exact tests and Chi-square tests, with responses categorised by country and regional economic status.
Results: Burn surgeons from 106 burn units across 50 countries completed the survey, achieving a 44% response rate. Early surgical debridement (&lt;48h) was most commonly referred to as standard care, although definitions of early grafting differed. LMICs and HICs differed in the availability of diagnostic tools, enzymatic debridement, and wound coverage techniques. Further regional differences were observed among HICs in Europe, North America, and Oceania, highlighting diverse approaches to burn care worldwide.
Conclusion: This study offers a global overview of acute surgical burn management, showing both universally common practices and significant regional variations between LMICs, HICs, and continents. The broad heterogeneity in surgical timing and techniques highlights the need for further research.

The survey used in this study can be found in this repository.
DOI: 10.17632/8f7crc5h5k.1
title: LINF_180020500

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/j25v8xx4wz.1
title: LINF_180021300

description: Zinc finger (RING-type)-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/t2sghr5cjy
title: LINF_180021500

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/t2sghr5cjy.1
title: LINF_180021500

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.zumykb
title: Occurrence Download

description: A dataset containing 1069 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calochaetes coccineus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1069 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084727-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzwpmv
title: Occurrence Download

description: A dataset containing 21152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meconema meridionale",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21152 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084726-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/3h5f-n581
title: Brenton Lake diatom dataset

description: Raw data for the Brenton Lake diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ntbj-me31
title: Rush Lake water chemistry dataset

description: Raw data for the Rush Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/a7d3-2q84
title: Stálkov pollen dataset

description: Raw data for the Stálkov pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/2c59-xe51
title: Ďurova mláka plant macrofossil dataset

description: Raw data for the Ďurova mláka plant macrofossil dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/d4qt-5t68
title: LDDsite1468 ostracode surface sample dataset

description: Raw data for the LDDsite1468 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/jsd4-cm53
title: LDDsite2523 ostracode surface sample dataset

description: Raw data for the LDDsite2523 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/9052-j019
title: Hartwell diatom bottom sample dataset

description: Raw data for the Hartwell diatom bottom sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/yfjk-4h86
title: GUL-00079, [Paxon Lake] vertebrate fauna dataset

description: Raw data for the GUL-00079, [Paxon Lake] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/37bg-g918
title: LDDsite3226 water chemistry dataset

description: Raw data for the LDDsite3226 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/eq84-ts85
title: Glendalough Valley pollen dataset

description: Raw data for the Glendalough Valley pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/73d6-zw54
title: LDDsite692 water chemistry dataset

description: Raw data for the LDDsite692 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/8b2n-rb40
title: Park Highway Mile 179 testate amoebae surface sample dataset

description: Raw data for the Park Highway Mile 179 testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/p92q-d925
title: WASS12 pollen surface sample dataset

description: Raw data for the WASS12 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/2c78-bf09
title: Lake of Islands diatom dataset

description: Raw data for the Lake of Islands diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/jnek-0t47
title: LDDsite3596 ostracode surface sample dataset

description: Raw data for the LDDsite3596 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/afa1-xx14
title: Turner's Strippings vertebrate fauna dataset

description: Raw data for the Turner's Strippings vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/0248-6x65
title: Boss Hill [FdPe-4] vertebrate fauna dataset

description: Raw data for the Boss Hill [FdPe-4] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/frh2-7m06
title: Pla de les Preses plant macrofossil dataset

description: Raw data for the Pla de les Preses plant macrofossil dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ezyd-3m51
title: LDDsite1268 water chemistry dataset

description: Raw data for the LDDsite1268 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/h762-ge48
title: Hennessey [KfNm-3] vertebrate fauna dataset

description: Raw data for the Hennessey [KfNm-3] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/sz6w-7723
title: Bakhlagiin Spring ostracode surface sample dataset

description: Raw data for the Bakhlagiin Spring ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/cht4-2622
title: Bay of Quinte/Hungary Bay water chemistry dataset

description: Raw data for the Bay of Quinte/Hungary Bay water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/16zm-7t08
title: Armstrong Lake pollen surface sample dataset

description: Raw data for the Armstrong Lake pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/gqzv-nq39
title: Rotes Moor / Rhön pollen dataset

description: Raw data for the Rotes Moor / Rhön pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/7afj-wb80
title: Titus Peatland testate amoebae surface sample dataset

description: Raw data for the Titus Peatland testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/n4wb-1s02
title: Encamp Lake ostracode surface sample dataset

description: Raw data for the Encamp Lake ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/anth-8h36
title: Wally Creek testate amoebae surface sample dataset

description: Raw data for the Wally Creek testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.aakfmz
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pachycormus discolor var. veatchianus (Kellogg) Gentry"
 ]
}

 The dataset includes 106 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024696-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/5vvk-m952
title: Kapp Lee Field Station SE 2 pollen surface sample dataset

description: Raw data for the Kapp Lee Field Station SE 2 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/989w-6y45
title: LDDsite690 water chemistry dataset

description: Raw data for the LDDsite690 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/hdma-5692
title: Schimelphenig Bog East vertebrate fauna dataset

description: Raw data for the Schimelphenig Bog East vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/jdgh-8p61
title: WYOSU22 pollen surface sample dataset

description: Raw data for the WYOSU22 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/br5k-h142
title: Bremner Creek water chemistry dataset

description: Raw data for the Bremner Creek water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/5g0v-zr81
title: Tsurui, Onnenai ostracode surface sample dataset

description: Raw data for the Tsurui, Onnenai ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/4krw-ak82
title: Red River water chemistry dataset

description: Raw data for the Red River water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ce82-tr77
title: Lake Ann plant macrofossil dataset

description: Raw data for the Lake Ann plant macrofossil dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/7y4d-y844
title: BlueJ Lake pollen dataset

description: Raw data for the BlueJ Lake pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.