cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/4yz68nvn2m.1
title: Liver Biomarkers And Treatments

description: Dataset Description
This dataset appears to focus on liver health, metabolic markers, and the effects of different medications. It includes a mix of demographic, clinical, biochemical, and histopathological data points. Below is a detailed breakdown:

Demographic Information:

Gender: Gender of the individual (e.g., 0 for male, 1 for female or vice versa).
Age: Age of the individual in years.
Medication Usage:

Statin_Usage: Indicates whether statins are being used (0 = no, 1 = yes).
Ezetimibe_Usage: Indicates usage of ezetimibe (0 = no, 1 = yes).
Fibrate_Usage: Indicates usage of fibrates (0 = no, 1 = yes).
EPA_Usage: Indicates usage of EPA (0 = no, 1 = yes).
Biochemical Markers:

GPT: Levels of glutamate pyruvate transaminase (GPT), a liver enzyme.
Gamma-GTP: Levels of gamma-glutamyl transferase (GGT), another liver enzyme.
Triglycerides_Serum: Serum triglyceride levels.
Lp(a)_mg_dL: Lipoprotein(a) levels measured in mg/dL.
Histopathological Findings:

Lobular_Inflammation_1, Lobular_Inflammation_2, Lobular_Inflammation_3: Severity levels of lobular inflammation.
Ballooning_1, Ballooning_2: Levels of hepatocyte ballooning, indicative of cellular damage.
Steatosis_2, Steatosis_3: Levels of steatosis, representing fat accumulation in the liver.
Groups and Conditions:

Group_Statin+Ezetimibe: Group classification based on combined statin and ezetimibe usage.
LiverStage_1, LiverStage_2: Categorical liver disease stages (e.g., 1 for early stage, 2 for advanced stage).
DOI: 10.17632/z2s7f9xysy.1
title: Work Addiction Predictors and Adverse Psychological Effects

description: Workaholism negatively impacts individuals' personal and social well-being. This study examined predictors of workaholism and differences between work-addicted and non-addicted managers and entrepreneurs using eight psychological measures. Of 200 participants, 29% were classified as workaholics based on the Bergen Work Addiction Scale (BWAS). Workaholics differed significantly from non-addicted individuals on all psychological measures, with poorer physical and mental health and sleep quality. The findings suggest that using tools like the BWAS can aid in identifying workaholism and guiding prevention efforts by addressing its predictors.
DOI: 10.17632/4xt4pjwk9k.1
title: BDDryFish: An image dataset of dry fishes found in Bangladesh

description: There are a total of 1251 number of images are in this dataset. This dataset contains total seven classes of dried fish from different locations of Bangladesh.
DOI: 10.17632/9c7crxrvmf.1
title: An image dataset for classification of vegetable

description: The dataset contains leaf images from 6 different winter vegetable species commonly cultivated and consumed in Bangladesh. These include spinach, red amaranth, cabbage, mustard greens, lettuce, radish leaves. Total image number is 606.
DOI: 10.17632/fmrnybgxb9.1
title: NutsBD: An image dataset for classification of Nuts

description: There are ten types of Nut: almond, Brazil nut, cashew, Thai peanut, Vietnam cashew, hazelnut, macadamia, peanut, pistachio, and walnut.
The dataset comprises 1742 images, with over 100 images for each nut type.
DOI: 10.17632/5tj8phdkj8.1
title: Supplementary Table 1

description: Supplementary Table 1 for Kang & Nabel Smith et al. (JAAD, 2025). "Infection risk of rituximab monotherapy versus combination therapy with rituximab and mycophenolic acid in systemic sclerosis"
DOI: 10.15468/dl.4gkjtu
title: Occurrence Download

description: A dataset containing 58655 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Ecuador",
 "GadmGid is ECU.22_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1960-2025"
 ]
}

 The dataset includes 58655 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004688-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bbd49mbngx.1
title: Prioritizing Metamorphic Relations for Bias Detection

description: This research hypothesizes that sentence diversity metrics can enhance the prioritization of metamorphic relations (MRs) for fairness testing in Large Language Models (LLMs) such as GPT 4.0 and LLaMA 3.0. The goal is to improve fault detection rates and reduce time to first failure (TFF) compared to existing methods like random, distance-based, and fault-based ordering. To test this, 4,700 test cases were generated from templates containing placeholders for sensitive attributes, which were systematically modified using various MRs. The responses from LLMs were analyzed using diversity metrics, including cosine similarity (embedding-level similarity), lexical diversity (vocabulary variation), Named Entity Recognition (NER) diversity (changes in named entities), semantic similarity (using SentenceTransformer embeddings), sentiment similarity, and tone diversity (emotional tone consistency).

The findings reveal that diversity-based prioritization significantly outperforms existing methods. It achieved higher fault detection rates and reduced TFF, allowing quicker and more effective identification of fairness faults. Among the metrics, tone diversity detected the highest number of fairness bugs, highlighting its utility in uncovering biases related to emotional tone. NER diversity effectively identified biases linked to named entities, while semantic and sentiment similarity captured more nuanced fairness violations. Additionally, intersectional biases—arising from combinations of sensitive attributes such as religion, political views, and economic status—frequently revealed fairness issues, emphasizing the need for targeted intersectional analysis.

The results demonstrate that integrating sentence diversity metrics into MR prioritization provides a more efficient and comprehensive approach to fairness testing. By reducing the time required to identify faults and improving test coverage, this methodology can enhance fairness evaluation in high-stakes applications such as healthcare, finance, and education. Furthermore, the scalability of this approach offers a generalized framework for testing other AI systems, contributing to the development of more equitable and robust AI technologies.
DOI: 10.17632/6ph47zxcs2.1
title: CEP78 gene mutation as the underlying cause of Cone-Rod Dystrophy associated with hearing loss and infertility

description: This case describes a 23-year-old male patient with no family history of retinal diseases who presented with progressive vision loss, photophobia, and reduced color perception. Over the course of eight years, his visual acuity deteriorated, with central and near vision becoming significantly impaired. Molecular testing revealed a mutation in the CEP78 gene, confirming a diagnosis of cone and rod dystrophy (CRD). Diagnostic imaging, including autofluorescence, Optical Coherence Tomography (OCT), and electroretinograms, showed characteristic retinal changes, including thinning of the nerve fiber layer and reduced photoreceptor function. Although the patient reported no auditory symptoms, auditory evoked potentials revealed bilateral abnormalities, and a semen analysis showed mild sperm motility and morphology issues, suggesting possible infertility. This case highlights the importance of CEP78 mutations in CRD, as well as their association with hearing loss and fertility issues, providing valuable insights for diagnosis and potential therapeutic approaches.
DOI: 10.17632/wtvvny4w8k
title: Roedeer_data_A game of risk: human activities shape roe deer spatial behavior in presence of wolves in the southwestern Alps

description: Dataset used for roe deer habitat selection analysis (RSF) in Valle Pesio, south-western Alps: Roe deer GPS points, used and available, and associated variables included in the models as explanatory variables.
DOI: 10.17632/wtvvny4w8k.1
title: Roedeer_data_A game of risk: human activities shape roe deer spatial behavior in presence of wolves in the southwestern Alps

description: Dataset used for roe deer habitat selection analysis (RSF) in Valle Pesio, south-western Alps: Roe deer GPS points, used and available, and associated variables included in the models as explanatory variables.
DOI: 10.17632/fjvkhkw6s7.1
title: Modified Running Percutaneous Stitch: A Novel Closure for Enhanced Cosmetic and Functional Results for Surgical Skin Defects

description: Modified Running Percutaneous Stitch technique demonstrated.
DOI: 10.15468/dl.8mt57f
title: Occurrence Download

description: A dataset containing 18541 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de Ictiología del Instituto de Ciencias Naturales (ICN-MHN-Ic)"
 ]
}

 The dataset includes 18541 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004692-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpqv8k
title: Occurrence Download

description: A dataset containing 29867 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de Peces de Agua Dulce del Instituto de Investigación de Recursos Biológicos Alexander von Humboldt (IAvH-P)"
 ]
}

 The dataset includes 29867 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004690-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edzuv7
title: Occurrence Download

description: A dataset containing 800 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Museo de Ictiología Carlos Arturo Ardila Rodríguez (CAR)"
 ]
}

 The dataset includes 800 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004693-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bd6326y2nw.1
title: Dataset Supporting A Systematic Review of the Scientific Labour Market

description: This dataset supports the systematic review presented in the paper titled "Opportunities and Barriers for Lecturers' Career Progression: A Systematic Review of the Scientific Labour Market". It contains bibliometric data extracted from Scopus and Web of Science databases, analyzing 792 publications between 1990 and 2025. The data provides insights into trends, barriers, and opportunities in the scientific labor market, with a focus on lecturers' career progression. This dataset is intended for researchers studying academic mobility, gender equity, and higher education systems.
DOI: 10.25574/30732
title: Chandra X-ray Observatory ObsId 30732

description: A TREASURY SURVEY PROBING THE BARYON & ENERGY CYCLE AND X-RAY BINARY EVOLUTION IN GALAXIES AT HIGH ANGULAR RESOLUTION
DOI: 10.15468/dl.uc88v8
title: Occurrence Download

description: A dataset containing 412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((4.66206 45.76894,7.71467 45.76894,7.71467 47.75345,4.66206 47.75345,4.66206 45.76894))",
 "HasGeospatialIssue is false",
 "TaxonKey is Canidae",
 "Year 2022-2024"
 ]
}

 The dataset includes 412 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004696-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/30739
title: Chandra X-ray Observatory ObsId 30739

description: Measurements of Coronal Emission in the Hyades: We need more!
DOI: 10.17632/vv2zp6b8wv.1
title: Unlabeled body fluid cell images

description: Unlabeled body fluid cell images
DOI: 10.17632/ytmwkk6dt6.1
title: Genetic Fingerprinting and Its Evidentiary Significance

description: Genetic fingerprinting, also known as DNA profiling, is a powerful forensic tool used to identify individuals based on their unique genetic makeup. It works by examining specific regions of the DNA that vary greatly among individuals, often focusing on non-coding regions like short tandem repeats (STRs). Since these genetic markers are highly individualized, DNA profiling can provide a high degree of certainty in identifying or excluding potential suspects in criminal investigations.In addition to its forensic uses, genetic fingerprinting is also applied in paternity testing, identifying human remains, and verifying biological relationships in civil disputes. Its ability to match individuals to specific genetic traits makes it an essential and reliable tool in both criminal and civil litigation
DOI: 10.15468/dl.rms8cc
title: Occurrence Download

description: A dataset containing 9561 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monarda didyma L."
 ]
}

 The dataset includes 9561 records from 231 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004700-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vn88t3
title: Occurrence Download

description: A dataset containing 727978 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus sylvestris L.",
 "Year 1970-2025"
 ]
}

 The dataset includes 727978 records from 1567 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004627-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvzd4y
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Micrurus distans Kennicott, 1860"
 ]
}

 The dataset includes 262 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001422-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccsrpj
title: Occurrence Download

description: A dataset containing 3421 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Micrurus tener Baird & Girard, 1853"
 ]
}

 The dataset includes 3421 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001425-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdhusf
title: Occurrence Download

description: A dataset containing 4300 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"5415011","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 4300 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001426-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxs3bu
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paphiopedilum callosum (Rchb.f.) Stein"
 ]
}

 The dataset includes 104 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001429-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c46w3c
title: Occurrence Download

description: A dataset containing 1368 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithophaga lithophaga (Linnaeus, 1758)"
 ]
}

 The dataset includes 1368 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001428-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ar9gr
title: Occurrence Download

description: A dataset containing 52311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zelkova abelicea (Lam.) Boiss., Zelkova carpinifolia (Pall.) K.Koch, Zelkova schneideriana Hand.-Mazz., Zelkova serrata (Thunb.) Makino, Zelkova sicula Di Pasq., G.Garfi & Quézel, Zelkova sinica C.K.Schneid.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 52311 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001427-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdrrqr
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhadinaea lachrymans (Cope, 1870)"
 ]
}

 The dataset includes 162 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001432-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87r5jh
title: Occurrence Download

description: A dataset containing 482 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cunninghamia konishii Hayata, Cunninghamia lanceolata (Lamb.) Hook.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 482 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001433-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frzjuh
title: Occurrence Download

description: A dataset listing the 18645 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-68.19661 -41.36337,-52.97003 -41.36337,-52.97003 -30.69491,-68.19661 -30.69491,-68.19661 -41.36337))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset's 18645 records were derived from 700 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001409-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtu243
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pseudolarix amabilis (J.Nelson) Rehd.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001434-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jrtu3
title: Occurrence Download

description: A dataset containing 523 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithophaga nigra (d'Orbigny, 1853)"
 ]
}

 The dataset includes 523 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001435-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.su2tqd
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saccodon wagneri Kner, 1863"
 ]
}

 The dataset includes 72 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001437-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atzfca
title: Occurrence Download

description: A dataset containing 780 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Stachyurus cordatulus Merr., Stachyurus himalaicus Hook.fil. & Thomson ex Benth., Stachyurus macrocarpus Koidz., Stachyurus obovatus (Rehder) Hand.-Mazz.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 780 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001438-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27297882
title: Distribution data of Aedes albopictus in the world

description: Distribution data of Aedes albopictus in the world
DOI: 10.15468/dl.65cva7
title: Occurrence Download

description: A dataset containing 8002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cryptomeria japonica (Thunb. ex L.f.) D.Don)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 8002 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001441-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmmn96
title: Occurrence Download

description: A dataset containing 3673 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Modiolus auriculatus Krauss, 1848"
 ]
}

 The dataset includes 3673 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001440-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.