cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16250464
title: A CT Dataset with RECIST Measurements and Comprehensive Segmentation Masks for Tumors and Lymph Nodes

description: The Response Evaluation Criteria in Solid Tumors (RECIST 1.1) protocol is the gold standard for assessing treatment response in oncological clinical trials and routine practice. It requires radiologists to review and select appropriate target lesions, and perform precise diameter measurements, making the process labor-intensive and variable. Artificial Intelligence (AI) holds great promise for automating this workflow, but progress is hindered by the lack of public datasets with comprehensive lesion annotations and RECIST-compliant measurements. We address this gap by presenting a dataset of 1,246 manually segmented lesions from 58 CT scans of 22 cancer patients treated at the Clinical Hospital of the University of Chile (HCUCH). All cases were evaluated under RECIST 1.1, with diameter measurements reported for 82 target lesions. This resource supports diverse applications, including validating automated RECIST tools, applying radiomics to study metastatic heterogeneity, benchmarking segmentation algorithms, and advancing foundation models in medical imaging. By including data from a Latin American institution, this dataset also promotes global representation in the development of generalizable medical AI tools.
DOI: 10.5281/zenodo.17788162
title: A CT Dataset with RECIST Measurements and Comprehensive Segmentation Masks for Tumors and Lymph Nodes

description: The Response Evaluation Criteria in Solid Tumors (RECIST 1.1) protocol is the gold standard for assessing treatment response in oncological clinical trials and routine practice. It requires radiologists to review and select appropriate target lesions, and perform precise diameter measurements, making the process labor-intensive and variable. Artificial Intelligence (AI) holds great promise for automating this workflow, but progress is hindered by the lack of public datasets with comprehensive lesion annotations and RECIST-compliant measurements. We address this gap by presenting a dataset of 1,246 manually segmented lesions from 58 CT scans of 22 cancer patients treated at the Clinical Hospital of the University of Chile (HCUCH). All cases were evaluated under RECIST 1.1, with diameter measurements reported for 82 target lesions. This resource supports diverse applications, including validating automated RECIST tools, applying radiomics to study metastatic heterogeneity, benchmarking segmentation algorithms, and advancing foundation models in medical imaging. By including data from a Latin American institution, this dataset also promotes global representation in the development of generalizable medical AI tools.
DOI: 10.5281/zenodo.17795190
title: Evaluación: Taller Bb Avanzado Mexicali

description: Evaluación: Taller Bb Avanzado Mexicali
DOI: 10.5281/zenodo.17795191
title: Evaluación: Taller Bb Avanzado Mexicali

description: Evaluación: Taller Bb Avanzado Mexicali
DOI: 10.17026/ar/xdt1oz
title: PAN-00175362 - quadrilateral corner mount (book mount)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00175362&lt;/p&gt;
description: Modified: 2025-08-04T10:55:22+02:00
DOI: 10.5281/zenodo.17795204
title: Evaluación: Trabajo en Academias (ESI-Ensenada-Mexicali)

description: Evaluación: Trabajo en Academias (ESI-Ensenada-Mexicali)
DOI: 10.5281/zenodo.17795205
title: Evaluación: Trabajo en Academias (ESI-Ensenada-Mexicali)

description: Evaluación: Trabajo en Academias (ESI-Ensenada-Mexicali)
DOI: 10.17026/ar/najinq
title: PAN-00112192 - coin/coin-related, L. Aemilius Buca, voor Julius Caesar, denarius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00112192&lt;/p&gt;
description: Modified: 2025-07-07T09:55:32+02:00
DOI: 10.15468/dl.s239pv
title: Occurrence Download

description: A dataset containing 117531 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is TNHC Herpetology Collection"
 ]
}

 The dataset includes 117531 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023268-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-26y-a5r9
title: PAN-00120485 - terra sigillata cup type Drag. 27

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00120485&lt;/p&gt;
description: Modified: 2025-05-09T11:34:25+02:00
DOI: 10.17605/osf.io/4sm89
title: USA Cable News Sutherland Springs Mass Shooting Frame Codes

description: Dataset for a study on how the USA cable news—CNN, Fox News, and MSNBC—frames stories of mass shooting. An original research and data by Maurice Emelu
DOI: 10.25345/c55q4s067
title: MassIVE MSV000100080 - Untargeted plasma metabolomics and lipidomics of hospitalized COVID-19 patients with and without acute kidney injury
title: This dataset contains untargeted plasma metabolomics and lipidomics data from approximately 600 hospitalized COVID-19 patients recruited at Hospital das Clinicas, University of Sao Paulo (HC-USP), Brazil. All samples were collected during the first wave of the COVID-19 pandemic in Sao Paulo, before the introduction of vaccination, and include patients who did and did not develop acute kidney injury (AKI) during hospitalization. Plasma samples were analyzed by high-resolution LC-MS/MS in both positive and negative ionization modes. De-identified clinical and demographic metadata (70 variables per patient), including AKI status (KDIGO-based), comorbidities, laboratory measurements, and outcomes, are provided to enable discovery and validation of metabolic signatures of COVID-19-associated AKI and to support downstream multi-omics and repository-scale reanalysis.
DOI: 10.5517/ccdc.csd.cc2pw8hc
title: CCDC 2498863: Experimental Crystal Structure Determination

description: Related Article: C. Golz|2025|Acta Crystallogr.,Sect.E:Cryst.Commun.|81|1131|doi:10.1107/S2056989025009533
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/ccdc.csd.cc2pwxgz
title: CCDC 2499482: Experimental Crystal Structure Determination

description: Related Article: H.R. Petrosova, O.A. Semenikhin, V.A. Pavlenko, D.D. Naumova, M.-O. Apostu|2025|Acta Crystallogr.,Sect.E:Cryst.Commun.|81|1136|doi:10.1107/S2056989025009661
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/ccdc.csd.cc2pxgy1
title: CCDC 2500024: Experimental Crystal Structure Determination

description: Related Article: M. Ait Idar, Y. El Barkaoui, T. Hökelek, O. Blacque, H. Cherkaoui, A. Moussaif|2025|Acta Crystallogr.,Sect.E:Cryst.Commun.|81|1126|doi:10.1107/S2056989025009740
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/ccdc.csd.cc2pxwwd
title: CCDC 2500425: Experimental Crystal Structure Determination

description: Related Article: L. Ndima, E.C. Hosten, R. Betz|2025|IUCrData|10|x250979|doi:10.1107/S2414314625009794
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/ccdc.csd.cc2py36z
title: CCDC 2500621: Experimental Crystal Structure Determination

description: Related Article: W.T.A. Harrison|2025|IUCrData|10|x250985|doi:10.1107/S241431462500985X
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/ccdc.csd.cc11vfz9
title: CCDC 978731: Experimental Crystal Structure Determination

description: Related Article: M. Ashfaq, M. N. Arshad, M. Danish, A. M Asiri, S. Khatoon, G. Mustafa, P. N Zolotarev, R.A. Butt, O. Şahin|2016|J.Mol.Struct.|1103|271|doi:10.1016/j.molstruc.2015.09.022
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/ccdc.csd.cc2jcwld
title: CCDC 2335124: Experimental Crystal Structure Determination

description: Related Article: S.S. Khan, M.B.H. Howlader, M.C. Sheikh, R. Miyatake, E. Zangrando|2025|IUCrData|10|x250988|doi:10.1107/S2414314625009885
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: 10.17026/ar/w9z1ca
title: PAN-00105773 - coin/coin-related, Spanje (Galba ?), denarius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00105773&lt;/p&gt;
description: Modified: 2025-07-07T07:39:17+02:00
DOI: 10.5281/zenodo.17795123
title: LMU-ELP

description: LMU-ELP dataset, featuring 177 videos of CEOs' presentations annotated for 35 dimensions, including, e.g., assertiveness, competence, kindness, and trustworthiness. For details, see the paper: TODO add link.
DOI: 10.5281/zenodo.17795122
title: LMU-ELP

description: LMU-ELP dataset, featuring 177 videos of CEOs' presentations annotated for 35 dimensions, including, e.g., assertiveness, competence, kindness, and trustworthiness. For details, see the paper: TODO add link.
DOI: 10.17026/ar/o2r1uj
title: PAN-00179844 - early medieval enamelled disc brooch variant A2

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00179844&lt;/p&gt;
description: Modified: 2025-09-29T15:43:42+02:00
DOI: 10.17026/ar/q7vptd
title: PAN-00163904 - iron awl

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00163904&lt;/p&gt;
description: Modified: 2025-09-23T12:27:28+02:00
DOI: 10.3886/e240572v1
title: Replication Package for: The Her in Inheritance: How Marriage Matching Has Always Mattered, Quebec 1800–1970

description: Replication package
DOI: 10.15468/dl.utk28a
title: Occurrence Download

description: A dataset containing 12310 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-73.64549 4.15878,-73.64868 4.15785,-73.65271 4.15609,-73.65646 4.15471,-73.6578 4.15272,-73.66483 4.15239,-73.66409 4.14772,-73.65974 4.14305,-73.65419 4.14051,-73.64771 4.13967,-73.64512 4.14314,-73.64471 4.1468,-73.64138 4.14883,-73.64045 4.14967,-73.63966 4.15411,-73.63971 4.15702,-73.64549 4.15878))"
 ]
}

 The dataset includes 12310 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023273-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/2gihzj
title: PAN-00105690 - coin/coin-related, D. Junius Silanus L.f., denarius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00105690&lt;/p&gt;
description: Modified: 2025-07-07T07:13:45+02:00
DOI: 10.15468/dl.37774d
title: Occurrence Download

description: A dataset containing 37565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Marmota monax"
 ]
}

 The dataset includes 37565 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023274-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17478341
title: Procedural rule creator
title: Dataset for IA model

description: **FacadeElements – A Dataset of Building Facades with Annotated Windows, Doors, and Balconies**

This dataset contains **3,494 photographs** of real-world building facades, carefully annotated for object detection and instance segmentation tasks.

**Annotated classes:**- **Window**- **Single door** (includes wooden, metal, glass, and other materials)- **Double door**- **Balcony** 

Every image has been manually labeled with **bounding boxes**, making it ideal for training and evaluating deep learning models in architectural element detection, urban scene understanding, and façade parsing.

**Key features:**- 3,494 real-world façade images from diverse architectural styles and regions- Consistent, high-quality annotations following a unified labeling protocol- Doors are categorized as single or double (material variations such as wood, metal, or glass are preserved within the same class)- Suitable for YOLO, Faster R-CNN, Mask R-CNN, Detectron2, MMDetection, and other modern detectors- Ready-to-use for training, validation, and benchmarking

Intended use: computer vision research, automated architectural analysis, building information modeling (BIM), urban documentation, and heritage preservation studies.

Feel free to cite this dataset in your research papers and projects!
DOI: 10.5281/zenodo.17478342
title: Procedural rule creator
title: Dataset for IA model

description: **FacadeElements – A Dataset of Building Facades with Annotated Windows, Doors, and Balconies**

This dataset contains **3,494 photographs** of real-world building facades, carefully annotated for object detection and instance segmentation tasks.

**Annotated classes:**- **Window**- **Single door** (includes wooden, metal, glass, and other materials)- **Double door**- **Balcony** 

Every image has been manually labeled with **bounding boxes**, making it ideal for training and evaluating deep learning models in architectural element detection, urban scene understanding, and façade parsing.

**Key features:**- 3,494 real-world façade images from diverse architectural styles and regions- Consistent, high-quality annotations following a unified labeling protocol- Doors are categorized as single or double (material variations such as wood, metal, or glass are preserved within the same class)- Suitable for YOLO, Faster R-CNN, Mask R-CNN, Detectron2, MMDetection, and other modern detectors- Ready-to-use for training, validation, and benchmarking

Intended use: computer vision research, automated architectural analysis, building information modeling (BIM), urban documentation, and heritage preservation studies.

Feel free to cite this dataset in your research papers and projects!
DOI: 10.5281/zenodo.14680957
title: The missing link – Late Bronze and Early Iron Ages settlements in the vicinity of the Gogolewo hoard discovery site - Archaeological Sites list

description: The file contains a list of archaeological sites from the Late Bronze Age and Early Iron Age providing the basis for a settlement analysis of the zone around the site where the hoard of bronze objects from Gogolewo was deposited (Southern Wielkopolska, Poland).The research is presented in the article: M. Maciejewski 2025 The missing link - Late Bronze and Early Iron Ages settlements in the vicinity of the Gogolewo hoard discovery site.This research was funded in whole by National Science Centre, Poland: A Biography of Late Bronze and Early Iron Age Hoards. A Multi-Faceted Analysis of Metal Objects Related to Monumental Constructions in Poland (2021/41/B/HS3/00038).The list was prepared on the basis of data from https://mapy.zabytek.gov.pl/nid/ and scientific publications.Geographical coordinates are in the EPSG:2180 system.

AZP - Archaeologiczne Zdjęcie Polski - Polish Archaeological Record

KEZAL cards – Karta Ewidencji Zabytku Archeologicznego Lądowego - Record Card of an Inland Archaeological Site 

NID - Narodowy Instytut Dziedzictwa - National Institute of Cultural Heritage

A SP - settlement points known from archival records

AF SP - settlement points known from archival fieldwalking surveys

F SP - settlement points known from fieldwalking surveys (AZP and later)

E SP - settlement points known from excavations

CF SP - settlement points known from chance finding

BA – Bronze Age

MBA – middle Bronze Age

LBA-EIA – late Bronze Age and early Iron Age

PP - prehistoric periods

A - symbol denoting settlement points known from archival records

C - cemetery 

H - hoard

F 1 – archaeological sites known from fieldwalking surveys, 1 potsherd

F 2-3 - archaeological sites known from fieldwalking surveys, 2-3 potsherds

F 4-5 - archaeological sites known from fieldwalking surveys, 4-5 potsherds

F 6-10 - archaeological sites known from fieldwalking surveys, 6–10 potsherds

F 11-20 - archaeological sites known from fieldwalking surveys, 11–20 potsherds

F 21-50 - archaeological sites known from fieldwalking surveys, 21–50 potsherds

F >50 - archaeological sites known from fieldwalking surveys, over 50 potsherds

CF - symbol denoting settlement points known from chance finding

PL - precise location of the archaeological site

AL - approximate location of the archaeological site

NL - unknown location of archaeological site (centre of village)
DOI: 10.5281/zenodo.14680958
title: The missing link – Late Bronze and Early Iron Ages settlements in the vicinity of the Gogolewo hoard discovery site - Archaeological Sites list

description: The file contains a list of archaeological sites from the Late Bronze Age and Early Iron Age providing the basis for a settlement analysis of the zone around the site where the hoard of bronze objects from Gogolewo was deposited (Southern Wielkopolska, Poland).The research is presented in the article: M. Maciejewski 2025 The missing link - Late Bronze and Early Iron Ages settlements in the vicinity of the Gogolewo hoard discovery site.This research was funded in whole by National Science Centre, Poland: A Biography of Late Bronze and Early Iron Age Hoards. A Multi-Faceted Analysis of Metal Objects Related to Monumental Constructions in Poland (2021/41/B/HS3/00038).The list was prepared on the basis of data from https://mapy.zabytek.gov.pl/nid/ and scientific publications.Geographical coordinates are in the EPSG:2180 system.

AZP - Archaeologiczne Zdjęcie Polski - Polish Archaeological Record

KEZAL cards – Karta Ewidencji Zabytku Archeologicznego Lądowego - Record Card of an Inland Archaeological Site 

NID - Narodowy Instytut Dziedzictwa - National Institute of Cultural Heritage

A SP - settlement points known from archival records

AF SP - settlement points known from archival fieldwalking surveys

F SP - settlement points known from fieldwalking surveys (AZP and later)

E SP - settlement points known from excavations

CF SP - settlement points known from chance finding

BA – Bronze Age

MBA – middle Bronze Age

LBA-EIA – late Bronze Age and early Iron Age

PP - prehistoric periods

A - symbol denoting settlement points known from archival records

C - cemetery 

H - hoard

F 1 – archaeological sites known from fieldwalking surveys, 1 potsherd

F 2-3 - archaeological sites known from fieldwalking surveys, 2-3 potsherds

F 4-5 - archaeological sites known from fieldwalking surveys, 4-5 potsherds

F 6-10 - archaeological sites known from fieldwalking surveys, 6–10 potsherds

F 11-20 - archaeological sites known from fieldwalking surveys, 11–20 potsherds

F 21-50 - archaeological sites known from fieldwalking surveys, 21–50 potsherds

F >50 - archaeological sites known from fieldwalking surveys, over 50 potsherds

CF - symbol denoting settlement points known from chance finding

PL - precise location of the archaeological site

AL - approximate location of the archaeological site

NL - unknown location of archaeological site (centre of village)
DOI: 10.5281/zenodo.17795256
title: Taller Trabajo en Academias: prácticas que aseguran el perfil de egreso del Estudiante (MXL)

description: Taller Trabajo en Academias: prácticas que aseguran el perfil de egreso del Estudiante (MXL)
DOI: 10.5281/zenodo.17795255
title: Taller Trabajo en Academias: prácticas que aseguran el perfil de egreso del Estudiante (MXL)

description: Taller Trabajo en Academias: prácticas que aseguran el perfil de egreso del Estudiante (MXL)
DOI: 10.17026/ar/46hh5e
title: PAN-00107792 - coin/coin-related, Nero (54-68), dupondius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00107792&lt;/p&gt;
description: Modified: 2025-06-11T07:19:10+02:00
DOI: 10.15468/dl.n6rxye
title: Occurrence Download

description: A dataset containing 3385202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Achillea lingulata, Achillea millefolium, Acinos alpinus, Adenostyles alliariae, Aethionema saxatile, Agrostis alpina, Agrostis capillaris, Ajuga genevensis, Ajuga reptans, Alchemilla alpina, Alchemilla monticola)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3385202 records from 5093 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023271-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.metvfy
title: Occurrence Download

description: A dataset containing 66866675 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 {
 "or" : [
 "License is CC-BY-NC 4.0",
 "License is CC-BY 4.0",
 "License is CC0 1.0"
 ]
 },
 "MediaType is Image"
 ]
}

 The dataset includes 66866675 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004508-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxbfd5
title: Occurrence Download

description: A dataset containing 187219 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Simuliidae"
 ]
}

 The dataset includes 187219 records from 390 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079004-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.