cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccrwvl1
title: CCDC 711964: Experimental Crystal Structure Determination

description: Related Article: C.Peppe, F.M.de Andrade, J.P.Vargas, M.de A.Mello, R.A.Barcellos, R.A.Burrow, R.M.S.da Silva|2009|J.Organomet.Chem.|694|2228|doi:10.1016/j.jorganchem.2009.03.001
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrwvm2
title: CCDC 711965: Experimental Crystal Structure Determination

description: Related Article: C.Peppe, F.M.de Andrade, J.P.Vargas, M.de A.Mello, R.A.Barcellos, R.A.Burrow, R.M.S.da Silva|2009|J.Organomet.Chem.|694|2228|doi:10.1016/j.jorganchem.2009.03.001
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.13140/rg.2.2.26149.83689
title: HTC BBDST P N20 54.007
DOI: 10.5517/ccrwvn3
title: CCDC 711966: Experimental Crystal Structure Determination

description: Related Article: C.Peppe, F.M.de Andrade, J.P.Vargas, M.de A.Mello, R.A.Barcellos, R.A.Burrow, R.M.S.da Silva|2009|J.Organomet.Chem.|694|2228|doi:10.1016/j.jorganchem.2009.03.001
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.13140/rg.2.2.16502.93767
title: Complete Audio interview of leading tank squadron commander sums up failure of Pakistans main armour attack-WHY PAKISTAN ARMY MAIN ATTACK FAILED IN 1965 WAR
DOI: 10.5517/ccrpjnl
title: CCDC 705890: Experimental Crystal Structure Determination

description: Related Article: J.J.Fernandez, A.Fernandez, M.Lopez-Torres, D.Vazquez-Garcia, A.Rodriguez, A.Varela, J.M.Vila|2009|J.Organomet.Chem.|694|2234|doi:10.1016/j.jorganchem.2009.03.003
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrpjpm
title: CCDC 705891: Experimental Crystal Structure Determination

description: Related Article: J.J.Fernandez, A.Fernandez, M.Lopez-Torres, D.Vazquez-Garcia, A.Rodriguez, A.Varela, J.M.Vila|2009|J.Organomet.Chem.|694|2234|doi:10.1016/j.jorganchem.2009.03.003
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrpjqn
title: CCDC 705892: Experimental Crystal Structure Determination

description: Related Article: J.J.Fernandez, A.Fernandez, M.Lopez-Torres, D.Vazquez-Garcia, A.Rodriguez, A.Varela, J.M.Vila|2009|J.Organomet.Chem.|694|2234|doi:10.1016/j.jorganchem.2009.03.003
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrpjrp
title: CCDC 705893: Experimental Crystal Structure Determination

description: Related Article: J.J.Fernandez, A.Fernandez, M.Lopez-Torres, D.Vazquez-Garcia, A.Rodriguez, A.Varela, J.M.Vila|2009|J.Organomet.Chem.|694|2234|doi:10.1016/j.jorganchem.2009.03.003
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrpjsq
title: CCDC 705894: Experimental Crystal Structure Determination

description: Related Article: J.J.Fernandez, A.Fernandez, M.Lopez-Torres, D.Vazquez-Garcia, A.Rodriguez, A.Varela, J.M.Vila|2009|J.Organomet.Chem.|694|2234|doi:10.1016/j.jorganchem.2009.03.003
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrt0k3
title: CCDC 709235: Experimental Crystal Structure Determination

description: Related Article: T.S.B.Baul, A.Mizar, A.Paul, G.Ruisi, R.Willem, M.Biesemans, A.Linden|2009|J.Organomet.Chem.|694|2142|doi:10.1016/j.jorganchem.2009.02.021
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrt0l4
title: CCDC 709236: Experimental Crystal Structure Determination

description: Related Article: T.S.B.Baul, A.Mizar, A.Paul, G.Ruisi, R.Willem, M.Biesemans, A.Linden|2009|J.Organomet.Chem.|694|2142|doi:10.1016/j.jorganchem.2009.02.021
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrt0m5
title: CCDC 709237: Experimental Crystal Structure Determination

description: Related Article: T.S.B.Baul, A.Mizar, A.Paul, G.Ruisi, R.Willem, M.Biesemans, A.Linden|2009|J.Organomet.Chem.|694|2142|doi:10.1016/j.jorganchem.2009.02.021
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrt0n6
title: CCDC 709238: Experimental Crystal Structure Determination

description: Related Article: T.S.B.Baul, A.Mizar, A.Paul, G.Ruisi, R.Willem, M.Biesemans, A.Linden|2009|J.Organomet.Chem.|694|2142|doi:10.1016/j.jorganchem.2009.02.021
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrt0p7
title: CCDC 709239: Experimental Crystal Structure Determination

description: Related Article: T.S.B.Baul, A.Mizar, A.Paul, G.Ruisi, R.Willem, M.Biesemans, A.Linden|2009|J.Organomet.Chem.|694|2142|doi:10.1016/j.jorganchem.2009.02.021
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccrt0q8
title: CCDC 709240: Experimental Crystal Structure Determination

description: Related Article: T.S.B.Baul, A.Mizar, A.Paul, G.Ruisi, R.Willem, M.Biesemans, A.Linden|2009|J.Organomet.Chem.|694|2142|doi:10.1016/j.jorganchem.2009.02.021
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.xyfn8m
title: Occurrence Download

description: A dataset containing 509 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Gunma Museum of Natural History, Bryophyta Specimen"
 ]
}

 The dataset includes 509 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040127-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezgmca
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CBCGDF Jinan University Wangwenbo adineta archive"
 ]
}

 The dataset includes 156 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040128-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5e8cg6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Goniobranchus annulatus",
 "Country is Lebanon",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040129-250920141307145/datasets/export for details.
DOI: 10.15468/dl.usc469
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Goniobranchus annulatus",
 "Country is Syrian Arab Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040130-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1133045
title: Data from an Archaeological Excavation at Colchester Northern Gateway (South) Phase 2, Axial Way, Colchester, Essex, April-May 2021

description: This collection consists of a brief, site photographs, vector data and site records from an archaeological strip, map and record excavation carried out by Colchester Archaeological Trust at Colchester Northern Gateway (South), south of Axial Way, Colchester, Essex in April and May 2021 during groundworks as part of Phase 2 of the development.
DOI: 10.15468/dl.mwdun4
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Goniobranchus annulatus",
 "Country is Türkiye",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040131-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mq2ngn
title: Occurrence Download

description: A dataset containing 1410 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Invertebrate surveys of various ponds in Scotland between 2010 and 2015"
 ]
}

 The dataset includes 1410 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040132-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gx3t84
title: Occurrence Download

description: A dataset listing the 947 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.42849 49.00138,2.51585 49.00138,2.51585 49.05327,2.42849 49.05327,2.42849 49.00138))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 947 records were derived from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040107-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfr7qy
title: Occurrence Download

description: A dataset containing 734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vespidae",
 "Year is 1902",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 734 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040134-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jaemm
title: Occurrence Download

description: A dataset containing 7743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-183.47413 -35.82020,-9.52587 -35.82020,-9.52587 33.82020,-183.47413 33.82020,-183.47413 -35.82020))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Euterpe oleracea"
 ]
}

 The dataset includes 7743 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040136-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gu3tn6
title: Occurrence Download

description: A dataset containing 6167 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gymnocanthus tricuspis"
 ]
}

 The dataset includes 6167 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040135-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78xhz3
title: Occurrence Download

description: A dataset containing 1103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Pachystroma"
 ]
}

 The dataset includes 1103 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040138-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7heuc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypselodoris infucata",
 "Country is Cyprus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040140-250920141307145/datasets/export for details.
DOI: 10.15468/dl.uuca8n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypselodoris infucata",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040141-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.17235130
title: BreastDCEDL_AMBL: Curated Breast DCE-MRI Dataset with lesion segmentation, malignant and bening

description: BreastDCEDL_AMBL DCE MRI Dataset



88 patients

132 lesions

78 Malignant lesions

54 Bening lesions

Full segmentation


Files:



BreastDCEDL_AMBL_paitents.csv - paitent's table

BrestDCEDL_AMBL_dce.tar.gz - 3D niftii files of dynamic MRI scans

sus_tum.tar.gz - 3D niftii files of lesion segmentation, malignant and bening


If you find the data usefull, pleadr cite:

@misc{fridman2025transformerclassificationbreastlesions,      title={Transformer Classification of Breast Lesions: The BreastDCEDL_AMBL Benchmark Dataset and 0.92 AUC Baseline},       author={Naomi Fridman and Anat Goldstein},      year={2025},      eprint={2509.26440},      archivePrefix={arXiv},      primaryClass={cs.AI},      url={https://arxiv.org/abs/2509.26440}, }
DOI: 10.15468/dl.gd6kep
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypselodoris infucata",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040142-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ayptv
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vespidae",
 "Year is 1902",
 "Continent is North America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040144-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5qrt7
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carpomya vesuviana"
 ]
}

 The dataset includes 26 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040146-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60508/72c1-g606
title: Automated extraction of post-stroke functional outcomes from unstructured electronic health records

description: ### Purpose:

Population level tracking of post-stroke functional outcomes is critical to
guide interventions that reduce the burden of stroke-related disability.
However, functional outcomes are often missing or documented in unstructured
notes. We developed a natural language processing (NLP) model that reads
electronic health records (EHR) notes to automatically determine the modified
Rankin Scale (mRS).

### Method:

We included consecutive patients (⩾18 years) with acute stroke admitted to our
center (2015-2024). mRS scores were obtained from the Get With the Guidelines
registry and clinical notes (if documented), and used as the gold standard to
compare against NLP-generated scores. We used text-based features from notes,
along with age, sex, discharge status, and outpatient follow-up to train a
logistic regression for prediction of good (0-2) versus poor (3-6) mRS, and a
linear regression for the full range of mRS scores. The models were trained
for prediction of mRS at hospital discharge and post-discharge. The models
were externally validated in a dataset of patients with brain injuries from a
different healthcare center.

### Findings:

We included 5307 patients, 5006 in train and test and 301 in validation;
average age was 69 (SD 15) and 65 (SD 17) years, respectively; 47% female. The
logistic regression achieved an area under the receiver operating curve
(AUROC) of 0.94 [CI 0.93-0.95] (test) and 0.94 [0.91-0.96] (validation), and
the linear model a root mean squared error (RMSE) of 0.91 [0.87-0.94] (test)
and 1.17 [1.06-1.28] (validation).

### Discussion and Conclusion:

The NLP-based model is suitable for use in large-scale phenotyping of stroke
functional outcomes and population health research.
DOI: 10.60508/zksv-mq70
title: Automated extraction of post-stroke functional outcomes from unstructured electronic health records

description: ### Purpose:

Population level tracking of post-stroke functional outcomes is critical to
guide interventions that reduce the burden of stroke-related disability.
However, functional outcomes are often missing or documented in unstructured
notes. We developed a natural language processing (NLP) model that reads
electronic health records (EHR) notes to automatically determine the modified
Rankin Scale (mRS).

### Method:

We included consecutive patients (⩾18 years) with acute stroke admitted to our
center (2015-2024). mRS scores were obtained from the Get With the Guidelines
registry and clinical notes (if documented), and used as the gold standard to
compare against NLP-generated scores. We used text-based features from notes,
along with age, sex, discharge status, and outpatient follow-up to train a
logistic regression for prediction of good (0-2) versus poor (3-6) mRS, and a
linear regression for the full range of mRS scores. The models were trained
for prediction of mRS at hospital discharge and post-discharge. The models
were externally validated in a dataset of patients with brain injuries from a
different healthcare center.

### Findings:

We included 5307 patients, 5006 in train and test and 301 in validation;
average age was 69 (SD 15) and 65 (SD 17) years, respectively; 47% female. The
logistic regression achieved an area under the receiver operating curve
(AUROC) of 0.94 [CI 0.93-0.95] (test) and 0.94 [0.91-0.96] (validation), and
the linear model a root mean squared error (RMSE) of 0.91 [0.87-0.94] (test)
and 1.17 [1.06-1.28] (validation).

### Discussion and Conclusion:

The NLP-based model is suitable for use in large-scale phenotyping of stroke
functional outcomes and population health research.
DOI: 10.15468/dl.cpss9q
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040148-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydgvc7
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040150-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grcu6w
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is 2017 Onwards Muirkirk & North Lowther Uplands SPA species records"
 ]
}

 The dataset includes 140 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040151-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.