cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.vgwft4
title: Occurrence Download

description: A dataset containing 39768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1925-2020",
 "Geometry POLYGON((-61.18066 -63.49369,-56.46973 -63.49369,-56.46973 -61.91413,-59.98975 -61.88819,-61.18066 -61.91413,-61.18066 -63.49369))",
 "TaxonKey is Animalia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 39768 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071587-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nremgc
title: Occurrence Download

description: A dataset containing 14332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "CoordinateUncertaintyInMeters 0.0-10.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Betula",
 "Year 2024-2024"
 ]
}

 The dataset includes 14332 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017718-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c752jk
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glebionis coronaria",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017720-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6ts43
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glebionis coronaria",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 138 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017721-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.8260158
title: OCELOT: Overlapped Cell on Tissue Dataset for Histopathology

description: This version is deprecated. Please download the latest version (v1.0.1) of the dataset in https://zenodo.org/records/8417503.

-----------------------------------------------------------------------------------

Release note.

In version 1.0.1, we exclude four test cases (586, 589, 609, 615) due to under-annotated issue.In version 1.0.0, we include images and annotations of validation and test splits.In version 0.1.2, we modified the coordinates of cell labels to range from 0 to 1023 (-1 from the previous coordinates).In version 0.1.1, we removed non-H&E stained patches from the dataset.
description: This dataset is used for OCELOT 2023 challenge (https://ocelot2023.grand-challenge.org/) at MICCAI 2023.
DOI: 10.15468/dl.sqgteb
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glebionis coronaria",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017723-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpj4af
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nassella neesiana"
 ]
}

 The dataset includes 59 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017724-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.8220352
title: OCELOT: Overlapped Cell on Tissue Dataset for Histopathology

description: This version is deprecated. Please download the latest version (v1.0.1) of the dataset in https://zenodo.org/records/8417503.

-----------------------------------------------------------------------------------

Release note.

In version 1.0.1, we exclude four test cases (586, 589, 609, 615) due to under-annotated issue.In version 1.0.0, we include images and annotations of validation and test splits.In version 0.1.2, we modified the coordinates of cell labels to range from 0 to 1023 (-1 from the previous coordinates).In version 0.1.1, we removed non-H&E stained patches from the dataset.

-----------------------------------------------------------------------------------

Release note.

In version 1.0.1, we exclude four test cases (586, 589, 609, 615) due to under-annotated issue.In version 1.0.0, we include images and annotations of validation and test splits.In version 0.1.2, we modified the coordinates of cell labels to range from 0 to 1023 (-1 from the previous coordinates).In version 0.1.1, we removed non-H&E stained patches from the dataset.
description: This dataset is used for OCELOT 2023 challenge (https://ocelot2023.grand-challenge.org/) at MICCAI 2023.
DOI: 10.15468/dl.ax5v6w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypericum ascyron"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017725-250827131500795/datasets/export for details.
DOI: 10.5281/zenodo.7844149
title: OCELOT: Overlapped Cell on Tissue Dataset for Histopathology

description: This version is deprecated. Please download the latest version (v1.0.1) of the dataset in https://zenodo.org/records/8417503.

-----------------------------------------------------------------------------------

Release note.

In version 1.0.1, we exclude four test cases (586, 589, 609, 615) due to under-annotated issue.In version 1.0.0, we include images and annotations of validation and test splits.In version 0.1.2, we modified the coordinates of cell labels to range from 0 to 1023 (-1 from the previous coordinates).In version 0.1.1, we removed non-H&E stained patches from the dataset.

-----------------------------------------------------------------------------------

Release note.

In version 1.0.1, we exclude four test cases (586, 589, 609, 615) due to under-annotated issue.In version 1.0.0, we include images and annotations of validation and test splits.In version 0.1.2, we modified the coordinates of cell labels to range from 0 to 1023 (-1 from the previous coordinates).In version 0.1.1, we removed non-H&E stained patches from the dataset.
description: This dataset is used for OCELOT 2023 challenge (https://ocelot2023.grand-challenge.org/) at MICCAI 2023.
DOI: 10.15468/dl.p3pjhs
title: Occurrence Download

description: A dataset containing 38101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyprinella lutrensis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 38101 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017727-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9zktk
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glebionis coronaria",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017729-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rfqb3e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glebionis coronaria",
 "Country is Lao People’s Democratic Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017730-250827131500795/datasets/export for details.
DOI: 10.15468/dl.8cn7xk
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glebionis coronaria",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017731-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17033341
title: AI-Enhanced Nano-Spectroscopic Screening (AINSBS): A Perspective Towards a Paradigm Shift in Early Cancer Detection

description: This perspective paper introduces AI-Enhanced Nano-Spectroscopic Screening (AINSBS), a transformative conceptual framework for early cancer detection through a non-invasive, cost-effective, and scalable liquid biopsy platform. AINSBS synergistically integrates three advanced technologies: (1) aptamer-functionalized gold nanoparticles (AuNPs) for high-specificity capture of circulating tumor cells (CTCs), (2) surface-enhanced Raman spectroscopy (SERS) for ultra-sensitive, label-free molecular fingerprinting at the single-cell level, and (3) 1D convolutional neural networks (1D-CNNs
DOI: 10.5281/zenodo.17033342
title: AI-Enhanced Nano-Spectroscopic Screening (AINSBS): A Perspective Towards a Paradigm Shift in Early Cancer Detection

description: This perspective paper introduces AI-Enhanced Nano-Spectroscopic Screening (AINSBS), a transformative conceptual framework for early cancer detection through a non-invasive, cost-effective, and scalable liquid biopsy platform. AINSBS synergistically integrates three advanced technologies: (1) aptamer-functionalized gold nanoparticles (AuNPs) for high-specificity capture of circulating tumor cells (CTCs), (2) surface-enhanced Raman spectroscopy (SERS) for ultra-sensitive, label-free molecular fingerprinting at the single-cell level, and (3) 1D convolutional neural networks (1D-CNNs
DOI: 10.5281/zenodo.7807346
title: OCELOT: Overlapped Cell on Tissue Dataset for Histopathology

description: This version is deprecated. Please download the latest version (v1.0.1) of the dataset in https://zenodo.org/records/8417503.

-----------------------------------------------------------------------------------

Release note.

In version 1.0.1, we exclude four test cases (586, 589, 609, 615) due to under-annotated issue.In version 1.0.0, we include images and annotations of validation and test splits.In version 0.1.2, we modified the coordinates of cell labels to range from 0 to 1023 (-1 from the previous coordinates).In version 0.1.1, we removed non-H&E stained patches from the dataset.

-----------------------------------------------------------------------------------

Release note.

In version 1.0.1, we exclude four test cases (586, 589, 609, 615) due to under-annotated issue.In version 1.0.0, we include images and annotations of validation and test splits.In version 0.1.2, we modified the coordinates of cell labels to range from 0 to 1023 (-1 from the previous coordinates).In version 0.1.1, we removed non-H&E stained patches from the dataset.
description: This dataset is used for OCELOT 2023 challenge (https://ocelot2023.grand-challenge.org/) at MICCAI 2023.
DOI: 10.5281/zenodo.7773904
title: OCELOT: Overlapped Cell on Tissue Dataset for Histopathology

description: The OCELOT dataset is a histopathology dataset designed to facilitate the development of methods that utilize cell and tissue relationships. The dataset comprises both small and large field-of-view (FoV) patches extracted from digitally scanned whole slide images (WSIs), with overlapping regions. The small and large FoV patches are accompanied by annotations of cells and tissues, respectively. The WSIs are sourced from the publicly available TCGA database and were stained using the H&E method before being scanned with an Aperio scanner.



For more details, please check https://lunit-io.github.io/research/ocelot_dataset/.

Before downloading the dataset, please carefully read and agree to the Terms and Conditions at https://lunit-io.github.io/research/ocelot_tc/.

If you use the dataset, please cite the OCELOT dataset paper and the OCELOT 2023 challenge paper.


-----------------------------------------------------------------------------------

Release note.

In version 1.0.1, we exclude four test cases (586, 589, 609, 615) due to under-annotated issue.In version 1.0.0, we include images and annotations of validation and test splits.In version 0.1.2, we modified the coordinates of cell labels to range from 0 to 1023 (-1 from the previous coordinates).In version 0.1.1, we removed non-H&E stained patches from the dataset.
description: This dataset is used for OCELOT 2023 challenge (https://ocelot2023.grand-challenge.org/) at MICCAI 2023.
DOI: 10.15468/dl.6nq3n5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium glaucum"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017732-250827131500795/datasets/export for details.
DOI: 10.15468/dl.7v5ge4
title: Occurrence Download

description: A dataset containing 192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Medicago lupulina"
 ]
}

 The dataset includes 192 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017733-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rr56zs
title: Occurrence Download

description: A dataset containing 840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Notropis nubilus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 840 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017734-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17033386
title: Evaluation of Occupational Health and Safety Implementation in Multi-Story Buildings - Dataset
DOI: 10.5281/zenodo.17033385
title: Evaluation of Occupational Health and Safety Implementation in Multi-Story Buildings - Dataset
DOI: 10.15468/dl.bsfarz
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glebionis coronaria",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 160 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017735-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.up9xcj
title: Occurrence Download

description: A dataset containing 386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glebionis coronaria",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 386 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017736-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qp2633
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glebionis coronaria",
 "Country is Yemen",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017738-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcer6g
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melampyrum sylvaticum"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017737-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbva2d
title: Occurrence Download

description: A dataset containing 169317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coraciiformes",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 169317 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017662-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.zhwcyxzz.00078
title: Prenatal Ultrasound Diagnosis of Fetal Coarctation of the Aorta: Current Status, Techniques, and Research Progress
title: 胎儿主动脉缩窄产前超声诊断现状、技术及研究进展

description: Coarctation of the aorta (CoA) is a congenital heart disease (CHD) characterized by localized narrowing of the aorta. Timely prenatal diagnosis is crucial for improving postnatal outcomes. Currently, fetal echocardiography is the preferred method for diagnosing CoA; however, due to the characteristics of fetal circulation and dynamic developmental processes, the diagnostic accuracy of a single ultrasound parameter remains limited. This review aims to summarize recent advances in prenatal ultrasound diagnosis of CoA, exploring new insights and technologies based on traditional sonographic features, as well as the potential application of multiparametric ultrasound models and the auxiliary role of artificial intelligence. The goal is to provide a basis and direction for enhancing the diagnostic performance of prenatal ultrasound in detecting coarctation of the aorta.
description: Coarctation of the aorta (CoA) is a congenital heart disease (CHD) characterized by localized narrowing of the aorta. Timely prenatal diagnosis is crucial for improving postnatal outcomes. Currently, fetal echocardiography is the preferred method for diagnosing CoA; however, due to the characteristics of fetal circulation and dynamic developmental processes, the diagnostic accuracy of a single ultrasound parameter remains limited. This review aims to summarize recent advances in prenatal ultrasound diagnosis of CoA, exploring new insights and technologies based on traditional sonographic features, as well as the potential application of multiparametric ultrasound models and the auxiliary role of artificial intelligence. The goal is to provide a basis and direction for enhancing the diagnostic performance of prenatal ultrasound in detecting coarctation of the aorta.
DOI: 10.15468/dl.32d423
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Calamagrostis epigejos"
 ]
}

 The dataset includes 19 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017740-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6drgbc
title: Occurrence Download

description: A dataset containing 581 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Liriomyza huidobrensis"
 ]
}

 The dataset includes 581 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017739-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgjdza
title: Occurrence Download

description: A dataset containing 55405 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atocion rupestre"
 ]
}

 The dataset includes 55405 records from 427 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017664-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5jh3df9x
title: MassIVE MSV000099000 - GNPS_Molecular Networking Petrosia, Chondrilla, Chondrosia_20250828_test2
title: Molecular Networking of Marine sponges, Petrosia sp., Chondrilla sp., and Chondrosia sp.
DOI: 10.15468/dl.fwmqhr
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Tamarix hohenackeri"
 ]
}

 The dataset includes 119 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017741-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.upksgf
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chitala lopis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017742-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swq6dd
title: Occurrence Download

description: A dataset containing 323 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba pilosa"
 ]
}

 The dataset includes 323 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017744-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzewdq
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Abutilon theophrasti"
 ]
}

 The dataset includes 71 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017743-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.