cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/kcgf45y24m.1
title: Anonymous Transactional Dataset

description: The dataset is comprised of real-world historical sales transactions and product metadata collected from a local Food and Beverage (F&B) Micro-Small-Medium Enterprise (MSME) operating multiple outlets in Indonesia. This data can be used by researchers, data scientists, and industry professionals using various techniques in recommender system and machine learning.
DOI: 10.17632/7tb79s7v27
title: Bioactivity Assay Protocols for Fermented Milk Metabolomics Study

description: This supplementary document provides detailed experimental protocols for all bioactivity assays conducted in the study titled "Predicting Functional Bioactivities in Fermented Milk Using Deep Learning on LC-MS Metabolomics." It includes methodological steps, calculation formulas, and references for antioxidant (DPPH, ABTS), enzymatic inhibition (α-amylase, α-glucosidase, ACE), and antiproliferative assays (HT-29 and MDA-MB-231 cell lines). These protocols support reproducibility and transparency in the evaluation of functional bioactivity in fermented dairy matrices.
DOI: 10.18112/openneuro.ds006458.v1.1.0
title: Unraveling the Complexity of Multilingual Comprehension: Neuroimaging and Linguistic Profiling in 700+ Individuals.
DOI: 10.17632/7tb79s7v27.1
title: Bioactivity Assay Protocols for Fermented Milk Metabolomics Study

description: This supplementary document provides detailed experimental protocols for all bioactivity assays conducted in the study titled "Predicting Functional Bioactivities in Fermented Milk Using Deep Learning on LC-MS Metabolomics." It includes methodological steps, calculation formulas, and references for antioxidant (DPPH, ABTS), enzymatic inhibition (α-amylase, α-glucosidase, ACE), and antiproliferative assays (HT-29 and MDA-MB-231 cell lines). These protocols support reproducibility and transparency in the evaluation of functional bioactivity in fermented dairy matrices.
DOI: 10.6084/m9.figshare.30831110
title: Supplementary Material for: Development of a Rule-Based Knowledge Base for Digitalization of Standard Operating Procedures on Radiotherapy in Breast Cancer

description: Background: Traditional text-based standard operating procedures (SOPs) have limitations in today's data-rich environment, as they provide limited support for automated reasoning, contextual guidance, and real-time clinical decision-making. We developed a rule-based knowledge base to overcome these challenges through digitalization of SOPs on breast cancer radiotherapy.
Methods: We designed and developed a web application with a relational database structured around Common Data Elements (CDEs), a rule-based inference engine, and a responsive user interface (UI). The system's information retrieval success was evaluated in a single-center study over 14 months, where nine radiation oncologists submitted clinical queries and provided feedback on the relevance of the results.
Results: The knowledge base incorporated 103 specific information entries covering 8 main topics, structured around critical clinicopathological features such as tumor stage, receptor status, grading, and lymphovascular invasion. During a 14-month testing period, nine radiation oncologists submitted 62 distinct clinical queries (e.g., determining boost indication for a patient of certain age and tumor situation). Of these queries, 56.5% were successfully answered as indicated by the user. Analysis of unsuccessful queries revealed that the information was mostly present but inaccessible due to user-experience issues.
Conclusion: Our rule-based knowledge base demonstrates the feasibility of transforming static SOPs into interactive, evidence-linked resources. While promising, substantial user experience barriers remain. Future enhancements will prioritize user-interface improvements, sustainable knowledge-updating mechanisms, and AI integration to strengthen the system for practical use.
DOI: 10.6084/m9.figshare.30831110.v1
title: Supplementary Material for: Development of a Rule-Based Knowledge Base for Digitalization of Standard Operating Procedures on Radiotherapy in Breast Cancer

description: Background: Traditional text-based standard operating procedures (SOPs) have limitations in today's data-rich environment, as they provide limited support for automated reasoning, contextual guidance, and real-time clinical decision-making. We developed a rule-based knowledge base to overcome these challenges through digitalization of SOPs on breast cancer radiotherapy.
Methods: We designed and developed a web application with a relational database structured around Common Data Elements (CDEs), a rule-based inference engine, and a responsive user interface (UI). The system's information retrieval success was evaluated in a single-center study over 14 months, where nine radiation oncologists submitted clinical queries and provided feedback on the relevance of the results.
Results: The knowledge base incorporated 103 specific information entries covering 8 main topics, structured around critical clinicopathological features such as tumor stage, receptor status, grading, and lymphovascular invasion. During a 14-month testing period, nine radiation oncologists submitted 62 distinct clinical queries (e.g., determining boost indication for a patient of certain age and tumor situation). Of these queries, 56.5% were successfully answered as indicated by the user. Analysis of unsuccessful queries revealed that the information was mostly present but inaccessible due to user-experience issues.
Conclusion: Our rule-based knowledge base demonstrates the feasibility of transforming static SOPs into interactive, evidence-linked resources. While promising, substantial user experience barriers remain. Future enhancements will prioritize user-interface improvements, sustainable knowledge-updating mechanisms, and AI integration to strengthen the system for practical use.
DOI: 10.6084/m9.figshare.30831113
title: Supplementary Material for: Metachronous Presentation of BCL2-Positive Lung Adenocarcinoma and Acute Myeloid Leukemia: a case presentation and review of the literature

description: Introduction: Managing metachronous primary malignancies (MPMs) such as EGFR-mutant lung adenocarcinoma and acute myeloid leukemia (AML) presents significant clinical challenges. This case report illustrates the therapeutic strategies employed to address shared molecular markers and the application of personalized medicine techniques for refractory disease in a patient with both malignancies.
Case Presentation: A female patient in her late 40s, diagnosed with Stage IVB EGFR L858R lung adenocarcinoma (high BCL-2 expression), was treated with radiotherapy and icotinib. Seven months after initiating lung cancer therapy, she developed AML with t(8;21). Initial AML treatment with Venetoclax plus azacitidine, targeting BCL-2 positivity, achieved complete remission (CR). However, relapse occurred several months later. Due to ineligibility for hematopoietic stem cell transplantation (HSCT), a rapid in vivo MiniPDX drug sensitivity assay using the patient’s leukemia cells guided the selection of salvage therapy with Selinexor, Decitabine, and Venetoclax. This regimen successfully induced a second CR in the refractory AML. At the time of reporting, the patient continues treatment for both active malignancies.
Conclusion: This case underscores the complexity of managing distinct MPMs and the potential for dual-targeting strategies, such as leveraging BCL-2 expression with Venetoclax for both malignancies. The MiniPDX assay proved invaluable in guiding personalized therapy for refractory AML within this challenging MPM context, highlighting the need for further research into such innovative approaches.
DOI: 10.6084/m9.figshare.30831113.v1
title: Supplementary Material for: Metachronous Presentation of BCL2-Positive Lung Adenocarcinoma and Acute Myeloid Leukemia: a case presentation and review of the literature

description: Introduction: Managing metachronous primary malignancies (MPMs) such as EGFR-mutant lung adenocarcinoma and acute myeloid leukemia (AML) presents significant clinical challenges. This case report illustrates the therapeutic strategies employed to address shared molecular markers and the application of personalized medicine techniques for refractory disease in a patient with both malignancies.
Case Presentation: A female patient in her late 40s, diagnosed with Stage IVB EGFR L858R lung adenocarcinoma (high BCL-2 expression), was treated with radiotherapy and icotinib. Seven months after initiating lung cancer therapy, she developed AML with t(8;21). Initial AML treatment with Venetoclax plus azacitidine, targeting BCL-2 positivity, achieved complete remission (CR). However, relapse occurred several months later. Due to ineligibility for hematopoietic stem cell transplantation (HSCT), a rapid in vivo MiniPDX drug sensitivity assay using the patient’s leukemia cells guided the selection of salvage therapy with Selinexor, Decitabine, and Venetoclax. This regimen successfully induced a second CR in the refractory AML. At the time of reporting, the patient continues treatment for both active malignancies.
Conclusion: This case underscores the complexity of managing distinct MPMs and the potential for dual-targeting strategies, such as leveraging BCL-2 expression with Venetoclax for both malignancies. The MiniPDX assay proved invaluable in guiding personalized therapy for refractory AML within this challenging MPM context, highlighting the need for further research into such innovative approaches.
DOI: 10.17026/ar/uwzcg2
title: PAN-00175163 - terra sigillata cup Drag. 33 Z-CG / Consp. 7

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00175163&lt;/p&gt;
description: Modified: 2025-10-21T13:07:37+02:00
DOI: 10.6084/m9.figshare.29631128.v4
title: Supplementary Data S1 - Normalized RNA-seq count files

description: Supplementary Data S1 of the manuscript "<b>Hypoxia leads to reduced mito-nuclear gene expression and to increased mtDNA transcriptional pausing in human cells</b>" by Shtolz et al.Normalized RNA-seq data used in the study. Each file is a single dataset. The counts were mapped to GRCh38 and normalized using DESeq2's norm command. Information on each dataset can be found in Supplementary Table S1 of the manuscript.
DOI: 10.15468/dl.5cjheb
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((102.66478 22.79601,78.44476 13.8306,77.17355 6.67164,84.60013 2.85799,107.74965 0.24865,114.03882 20.4543,102.66478 22.79601))",
 "OccurrenceStatus is Present",
 "TaxonKey is Pyrenacantha volubilis"
 ]
}

 The dataset includes 24 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040105-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2zt83bz8gv
title: LC-MS_Metabolomics_and_Bioassay_Data_for_Fermented_Milk_DL_Model

description: This dataset supports the study on predicting functional bioactivities of fermented camel and bovine milk using LC-MS metabolomic profiles. It includes untargeted LC-MS data for multiple fermented milk samples, corresponding in vitro bioactivity assay results (antioxidant, enzymatic inhibition, anticancer activity), and sample metadata. The data were used to train a supervised deep learning model linking metabolite profiles to functional outcomes.
DOI: 10.17632/2zt83bz8gv.2
title: LC-MS_Metabolomics_and_Bioassay_Data_for_Fermented_Milk_DL_Model

description: This dataset supports the study on predicting functional bioactivities of fermented camel and bovine milk using LC-MS metabolomic profiles. It includes untargeted LC-MS data for multiple fermented milk samples, corresponding in vitro bioactivity assay results (antioxidant, enzymatic inhibition, anticancer activity), and sample metadata. The data were used to train a supervised deep learning model linking metabolite profiles to functional outcomes.
DOI: 10.17632/cmbvjnv7pz
title: soil

description: soil
DOI: 10.17632/cmbvjnv7pz.1
title: soil

description: soil
DOI: 10.17026/ar/fekrrv
title: PAN-00170829 - jug (Roman smooth ware pottery)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00170829&lt;/p&gt;
description: Modified: 2025-10-23T15:18:30+02:00
DOI: 10.17632/5t6w66hjsx
title: catena20251208 research data

description: This work establishes a mechanistic, process-based link between plant biomechanics and aeolian erosion potential, providing a quantitative foundation for predicting vegetation impacts on sediment flux and for designing optimized windbreaks for soil conservation.
DOI: 10.17632/5t6w66hjsx.1
title: catena20251208 research data

description: This work establishes a mechanistic, process-based link between plant biomechanics and aeolian erosion potential, providing a quantitative foundation for predicting vegetation impacts on sediment flux and for designing optimized windbreaks for soil conservation.
DOI: 10.15468/dl.a6wrhz
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Continent derived from coordinates",
 "TaxonKey is Bettongia anhydra"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040107-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvfx7b
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cryptotis mera"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040108-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zy26sf
title: Occurrence Download

description: A dataset containing 637320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Myiarchus cinerascens)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1951",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to April",
 "Month is less than or equal to July",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 637320 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040082-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/cjf2k1
title: PAN-00161193 - terra sigillata bowl type Drag. 37 (SG)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00161193&lt;/p&gt;
description: Modified: 2025-11-06T10:17:12+01:00
DOI: 10.15468/dl.j4nh2j
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((88.00429 -10.52231,143.00106 -10.52231,143.00106 11.44817,88.00429 11.44817,88.00429 -10.52231))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dryobalanops aromatica"
 ]
}

 The dataset includes 137 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040110-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hksz4h
title: Occurrence Download

description: A dataset containing 57613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Terebellides stroemii",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 57613 records from 262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040088-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/ixqgwz
title: PAN-00180245 - composite hollow button with vent holes, separate shank

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00180245&lt;/p&gt;
description: Modified: 2025-11-05T13:42:10+01:00
DOI: 10.17909/0bq4-kj71
title: Data from Cosmic Vine: High abundance of massive galaxies and dark matter halos in a forming cluster at z=3.44
DOI: 10.15468/dl.83qajn
title: Occurrence Download

description: A dataset containing 2937762 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation, Living Specimen, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus"
 ]
}

 The dataset includes 2937762 records from 2821 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040075-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ae32s6
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-80.02441 1.01069,-80.55176 0.43945,-81.21094 -0.65917,-81.47461 -2.72358,-81.95801 -4.69688,-81.34277 -6.18425,-80.46387 -7.92867,-79.45312 -8.4941,-78.2666 -8.92849,-77.65137 -9.23225,-76.77246 -8.40717,-76.33301 -7.84162,-75.9375 -6.62096,-75.62988 -5.57225,-75.19043 -4.87205,-73.34473 -4.12729,-72.55371 -3.60114,-71.98242 -2.98693,-71.6748 -2.46018,-72.37793 -1.80146,-72.94922 -1.58183,-72.29004 -0.13184,-72.11426 0.96675,-71.58691 2.02107,-72.33398 2.72358,-73.78418 2.98693,-74.9707 3.25021,-76.24512 3.38182,-77.21191 3.20633,-77.91504 3.0747,-78.70605 2.41628,-79.05762 1.71361,-80.02441 1.01069))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Atractus collaris Peracca, 1897"
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104709-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-43353
title: Redemption tidings, vol. 12, nos. 1-25, 1 Jan. - 18 Dec. 1936

description: [description english/roman)] Issued fortnightly (every two weeks). "A full gospel magazine for all believers" -- subtitle. Includes Tidings from our missionaries in each issue (1 Jan. - 4 Dec. 1936) except vol. 12, no. 25.
DOI: 10.34816/ifao.archives.216556
title: FONDS SERGE SAUNERON_nb_1965_00966

description: Référence : nb_1965_00966<br />Site : Esna<br />Secteur : Plafond (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.uu5w2v
title: Occurrence Download

description: A dataset containing 6802 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Psychomyia pusilla (Fabricius, 1781))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 6802 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250658-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.216557
title: FONDS SERGE SAUNERON_nb_1965_00969

description: Référence : nb_1965_00969<br />Site : Esna<br />Secteur : Plafond (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.5xzxc3
title: Occurrence Download

description: A dataset containing 911313 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NOAA Deep Sea Corals Research and Technology Program"
 ]
}

 The dataset includes 911313 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070923-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lvdg2v
title: Occurrence Download

description: A dataset containing 121027 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Sus scrofa Linnaeus, 1758",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 121027 records from 391 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013941-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3uqdq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Ceyx sangirensis",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065236-230530130749713/datasets/export for details.
DOI: 10.34816/ifao.archives.216558
title: FONDS SERGE SAUNERON_nb_1965_00971

description: Référence : nb_1965_00971<br />Site : Esna<br />Secteur : Plafond (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.4tk3pv
title: Occurrence Download

description: A dataset containing 12498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amorpha fruticosa L."
 ]
}

 The dataset includes 12498 records from 294 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250666-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-42512
title: Redemption tidings, vol. 10, nos. 1-24, 1 Jan. - 15 Dec. 1934

description: [description english/roman)] Issued fortnightly (every two weeks). "A full gospel magazine for all believers" -- subtitle. Includes Missionary supplement to Redemption tidings (1 Jan. - 15 Apr. 1934) and Tidings from our missionaries (1 May - 15 Dec. 1934) in each issue.