cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15542446
title: "ASCE Enhanced Lung X-ray Dataset for Normal, Viral, and Bacterial Pneumonia Classification"

description: This dataset contains anatomically segmented and color-enhanced chest X-ray (CXR) images, processed using the ASCE (Anatomical Segmentation and Color-Based Enhancement) pipeline. It includes 934 Normal, 1513 Viral Pneumonia, and 2587 Bacterial Pneumonia cases, originally sourced from Mendeley Data Repository, and used in the study titled “An Anatomically Enhanced and Clinically Validated Framework for Lung Abnormality Classification Using Deep Features and KL Divergence.”

ASCE-Enhanced Chest X-ray Dataset

This dataset contains color-enhanced and anatomically segmented chest X-ray images processed using the ASCE (Anatomical Segmentation and Color-Based Enhancement) framework. It includes three clinically relevant categories:- Normal (934 images)- Viral Pneumonia (1513 images)- Bacterial Pneumonia (2587 images)

Origin and AttributionThis dataset is a derived work based on the original dataset published at:[Mendeley Data - 8gf9vpkhgy](https://data.mendeley.com/datasets/8gf9vpkhgy/1)

Original Source Citation  > V. Labs, Darwin’s Auto-Annotate AI.  > "Lung Mask and Chest X-ray Data", Mendeley Data, V1.  > [https://data.mendeley.com/datasets/8gf9vpkhgy/1](https://data.mendeley.com/datasets/8gf9vpkhgy/1)

DescriptionEach image in this dataset has undergone:1. Contrast and brightness adjustment2. Histogram equalization3. Bilateral filtering for texture preservation4. Selective sharpening5. Anatomical segmentation of:   - Blood Vessels (Red)   - Bronchial Tree (Green)   - Alveoli (Blue)

These enhanced images were used in the research titled:  "An anatomically enhanced and clinically validated framework for lung abnormality classification using deep features and KL divergence"

  Folder Structure

ASCE_Enhanced_Renamed/├── Normal/├── Virus/├── Bacteria/├── metadata.csv└── dataset_thumbnail.png
DOI: 10.5281/zenodo.15540894
title: Data UEQ Analisis UX pada Website PT NAP Info Lintas Nusa

description: The file attached in this repository contains the results of a User Experience Questionnaire (UEQ) conducted with 100 respondents who used the Matrix website by PT NAP Info Lintas Nusa. The file includes raw questionnaire responses, analysis results, and benchmark graphs for each UEQ component.
DOI: 10.5281/zenodo.15540895
title: Data UEQ Analisis UX pada Website PT NAP Info Lintas Nusa

description: The file attached in this repository contains the results of a User Experience Questionnaire (UEQ) conducted with 100 respondents who used the Matrix website by PT NAP Info Lintas Nusa. The file includes raw questionnaire responses, analysis results, and benchmark graphs for each UEQ component.
DOI: 10.5281/zenodo.18384054
title: Raw Data_The Relationship Between Upward Appearance Comparison and Appearance Self-Esteem in University Students

description: This dataset, "Raw Data_The Relationship Between Upward Appearance Comparison and Appearance Self-Esteem in University Students," was collected via the Wenjuanxing platform (https://www.Sojump.com/) from multiple universities between October and November 2025. Using a random sampling method, 818 valid responses were obtained to examine the relationships among upward appearance comparison, appearance-based jealousy, self-compassion, and appearance self-esteem.

 

The dataset includes demographic variables and key psychological constructs, with appearance-based jealousy analyzed as a mediator and self-compassion as a moderator. The data provide empirical insights into the mechanisms influencing university students' appearance self-esteem, offering valuable references for educational research and related intervention practices.
DOI: 10.5061/dryad.h85k0
title: Data from: Quality of descriptions of treatments: a review of published randomised controlled trials

description: OBJECTIVES: To be useable in clinical practice, treatments studied in
 trials must provide sufficient information to enable clinicians and
 researchers to replicate. We sought to assess the completeness of
 treatment descriptions in published randomised controlled trials using a
 checklist and to determine the extent to which peer reviewers and editors
 comment on the quality of reporting of treatments. DESIGN: Cross-sectional
 study. SETTING: Trials published in the BMJ, a general medical journal.
 PARTICIPANTS: 51 trials published in the BMJ were independently evaluated
 by two raters using the checklist. Reviewers’ and editors’ comments were
 also assessed for statements on treatment descriptions. PRIMARY AND
 SECONDARY OUTCOME MEASURES: Proportion of trials rated as replicable
 (primary outcome). RESULTS: For 57% (29/51) of the papers, published
 treatment descriptions were not considered sufficient to allow
 replication. Most poorly described aspects were the actual procedures
 involved including the sequencing of the technique (what happened and
 when) and the physical or informational materials used (e.g. training
 materials): 53% and 43% not clear, respectively. For a third of
 treatments, the dose/duration of individual sessions was not clear and for
 a quarter the schedule (interval, frequency, duration, or timing) was not
 clear. Although the majority of problems were not picked up by reviewers
 and editors, when they were detected only about two-thirds were fixed
 before publication. CONCLUSIONS: Journals wanting to publish research of
 use to practicing health care professionals need to pay more attention to
 descriptions of treatments. Our checklist, may be useful for reviewers,
 and editors and could help ensure important details of treatments are
 provided before papers are in the public domain.
description: Data
 fileThe checklist responses
 for each trial alongside an indication of whether a problem with the
 description of the intervention was reported prior to
 publicationDataset for
 dryad.xlsx
DOI: 10.15468/dl.fxcqa6
title: Occurrence Download

description: A dataset containing 3710 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Oenothera drummondii"
 ]
}

 The dataset includes 3710 records from 166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001127-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.7tr41
title: Data from: Pulmonary nodule detection in patients with a primary malignancy using hybrid PET/MRI: is there value in adding contrast-enhanced MR imaging?

description: Purpose: To investigate the added value of post-contrast VIBE
 (volumetric-interpolated breath-hold examination) to PET/MR imaging for
 pulmonary nodule detection in patients with primary malignancies.
 Materials and Methods: This retrospective institutional review
 board–approved study, with waiver of informed consent, included 51
 consecutive patients who underwent 18F-fluorodeoxyglucose (FDG) PET/MR
 followed by PET/CT for cancer staging. In all patients, the thorax was
 examined with pre-and post-contrast VIBE MR with simultaneous PET
 acquisition. Two readers blinded to the patients’ data independently
 recorded their level of suspicion for pulmonary nodules based on PET,
 pre-contrast VIBE, and fused PET/MR images (first session), and reassessed
 them 4-weeks later after addition of post-contrast VIBE (second session).
 Jackknife alternative free-response receiver-operating-characteristic
 (JAFROC) analysis was performed, with PET/CT as the reference standard.
 Results: A total of 151 pulmonary nodules (44 FDG-avid, 107 non-FDG-avid
 nodules) were detected on PET/CT, including 62 nodules≥5mm in diameter and
 89 nodules&lt;5mm. In the first session, the average nodule detection
 rate was 53.3% for all nodules, 97.7% for FDG-avid, 35.0% for non-FDG-avid
 nodules, 87.9% for nodules≥5mm and 29.2% for nodules&lt;5mm. In the
 second session, the average detection rate was 53.3% for all nodules,
 97.7% for FDG-avid, 35.0% for non-FDG-avid nodules, 85.5% for nodules≥5mm
 and 30.9% for nodules&lt;5mm. The average JAFROC figure-of-merit was
 0.837 in the first session and 0.848 in the second session. There were no
 significant differences in detection performance between sessions
 (P=0.48). Conclusion: The addition of post-contrast VIBE to hybrid PET/MR
 imaging provided no additional value in the detection of pulmonary
 nodules.
description: PET/MRIPETMR_data.xlsx
DOI: 10.6084/m9.figshare.31154191
title: the detailed health status of the calves

description: Supply. The detailed health status of the calves
DOI: 10.6084/m9.figshare.31154191.v2
title: the detailed health status of the calves

description: Supply. The detailed health status of the calves
DOI: 10.5061/dryad.6bt6k
title: Data from: Convergent evolution in the territorial communication of a classic adaptive radiation: Caribbean Anolis lizards

description: To demonstrate adaptive convergent evolution, it must be shown that shared
 phenotypes have evolved independently in different lineages and that a
 credible selection pressure underlies adaptive evolution. There are a
 number of robust examples of adaptive convergence in morphology for which
 both these criteria have been met, but examples from animal behaviour have
 rarely been tested as rigorously. Adaptive convergence should be common in
 behaviour, especially behaviour used for communication, because the
 environment often shapes the evolution of signal design. In this study we
 report on the origins of a shared design of a territorial display among
 Anolis species of lizards from two island radiations in the Caribbean.
 These lizards perform an elaborate display that consists of a complex
 series of headbobs and dewlap extensions. The way in which these movements
 are incorporated into displays is generally species specific, but species
 on the islands of Jamaica and Puerto Rico also share fundamental aspects
 in display design, resulting in two general display types. We confirm
 these display types are convergent (the consequence of independent
 evolution on each island) and provide evidence that the convergence was
 driven by selection for enhanced signal efficiency. Our study shows how
 adaptation to common environmental variables can drive the evolution of
 adaptive, convergent signals in distantly related species.
description: Ord_TJ-ANBEH-D-12-00933R1_readmeOrd_TJ-ANBEH-D-12-00933R1_contextual-plasticityOrd_TJ-ANBEH-D-12-00933R1_species-means
DOI: 10.6084/m9.figshare.31154191.v1
title: the detailed health status of the calves

description: Supply. The detailed health status of the calves
DOI: 10.5061/dryad.dc440
title: Data from: Nectar resource limitation affects butterfly flight performance and metabolism differently in intensive and extensive agricultural landscapes

description: Flight is an essential biological ability of many insects, but is
 energetically costly. Environments under rapid human-induced change are
 characterized by habitat fragmentation and may impose constraints on the
 energy income budget of organisms. This may, in turn, affect locomotor
 performance and willingness to fly. We tested flight performance and
 metabolic rates in Meadow brown butterflies (Maniola jurtina) of two
 contrasted agricultural landscapes: intensively managed, nectar-poor (IL)
 versus extensively managed, nectar-rich landscapes (EL). Young female
 adults were submitted to four nectar treatments (i.e. nectar quality and
 quantity) in outdoor flight cages. IL-individuals had better flight
 capacities in a flight mill and had lower resting metabolic rates (RMR)
 than EL-individuals, except under the severest treatment. Under this
 treatment, RMR increased in IL-individuals, but decreased in
 EL-individuals; flight performance was maintained by IL-individuals, but
 dropped by a factor 2.5 in EL-individuals. IL-individuals had more
 canalized (i.e. less plastic) responses relative to the nectar treatments
 than EL-individuals. Our results show significant intraspecific variation
 in the locomotor and metabolic response of a butterfly to different energy
 income regimes relative to the landscape of origin. Ecophysiological
 studies help improving our mechanistic understanding of the
 eco-evolutionary impact of anthropogenic environments on rare and
 widespread species.
description: Flight performance and
 metabolism of Maniola jurtinaThis data is associated
 to the manuscript entitled "Nectar resource limitation affects
 butterfly flight performance and metabolism differently in intensive and
 extensive agricultural landscapes"Lebeau_et_al_Flight_metabolism.xlsx
DOI: 10.5061/dryad.r5m76
title: Data from: Microencapsulated diets to improve bivalve shellfish aquaculture

description: Aquaculture is the fastest growing food sector and feeds over 3 billion
 people. Bivalve shellfish aquaculture makes up 25% of global aquaculture
 production and is worth annually US$19 billion, but continued growth is
 currently limited by suboptimal diets and limited tools for disease
 control. New advances in microencapsulation technology could provide an
 effective way to overcome these biological limitations. This study
 demonstrated that a new formulation of microencapsulated diet known as
 BioBullets could be ingested by a commercially farmed bivalve; the blue
 mussel Mytilus edulis. Microparticles could be captured by mussels with
 similar efficiency to natural foods. Microparticles too large for
 ingestion were rejected in psuedofaeces. Microparticles were successfully
 ingested and broken down by the gut. Further work is needed to assess the
 impact of BioBullets diets on bivalve growth. There is now an exciting
 opportunity to tailor the composition of microencapsulated diets for
 specific applications to improve production output and efficiency in the
 commercial bivalve shellfish industry.
description: Particle Clearance R
 Script 24072017Particle Clearance
 Spreadsheet 24072017Particle Size
 Selectivity R Script 28062017Particle Size
 Selectivity Spreadsheet 28062017
DOI: 10.5061/dryad.37hh4
title: Data from: Territory size decreases minimally with increasing food abundance in stream salmonids: implications for population regulation

description: How the local density of territorial animals responds to changes in food
 abundance will depend on the flexibility of territory size. Quantitative
 estimates of territory size over a broad range of food abundance are
 relatively rare because of the difficulty of measuring food abundance in
 the wild. Stream salmonids are an ideal model system for investigating
 flexibility in territory size, because food abundance can be quantified in
 the field and manipulated in the laboratory. We conducted a meta-analysis
 to test whether territory size decreases with increasing food abundance,
 and a mixed model analysis to test among three competing predictions: with
 increasing food abundance, territory size will be (1) fixed – the slope of
 a regression of log territory size vs. log food abundance = 0; (2)
 flexible and decreasing, as if individuals are defending a fixed amount of
 food – a slope = -1; and (3) initially compressible, but with an
 asymptotic minimum size – a slope between 0 and -1. We collected data from
 16 studies that manipulated or measured food abundance while monitoring
 changes in territory size of young-of-the-year salmonids; 10 were
 experimental laboratory studies, whereas six were observational field
 studies. Overall, territory size decreased significantly with increasing
 food abundance; the weighted average correlation coefficient was -0.31.
 However, the estimated slope of the relationship between log territory
 size and log food abundance was only -0.23, significantly different from
 0, but also significantly shallower than -1. Our estimated slope suggests
 that attempts to increase the density of territorial salmonids by
 increasing food abundance and reducing territory size will be inefficient;
 a 20-fold increase in food abundance would be required to double
 population density. Our analysis may also have implications for other
 species with a territorial mosaic social system – i.e. contiguous
 territories. In these social systems, social inertia will dampen any
 effects of changes in food abundance on the local density of settlers,
 compared to non-territorial species or those with non-contiguous
 territories.
description: Data for Mixed Model
 Analysis of Territory Size of Stream SalmonidsData collected from the
 literature. Mass is in grams; fork length is in cm; territory size is in
 square metres; population density is in number per square metres; food is
 in dry weight in grams per hour flowing over the cross sectional area of
 the territory prorated to 1 square metre.Grant et al. data for
 archive.xlsx
DOI: 10.15468/dl.7hup4z
title: Occurrence Download

description: A dataset containing 497 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diapensia obovata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 497 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001129-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.52hn0
title: Data from: Population genetic structure and demographic history of Atrina pectinata based on mitochondrial DNA and microsatellite markers

description: The pen shell, Atrina pectinata, is one of the commercial bivalves in East
 Asia and thought to be recently affected by anthropogenic pressure
 (habitat destruction and/or fishing pressure). Information on its
 population genetic structure is crucial for the conservation of A.
 pectinata. Considering its long pelagic larval duration and iteroparity
 with high fecundity, the genetic structure for A. pectinata could be
 expected to be weak at a fine scale. However, the unusual oceanography in
 the coasts of China and Korea suggests potential for restricted dispersal
 of pelagic larvae and geographical differentiation. In addition,
 environmental changes associated with Pleistocene sea level fluctuations
 on the East China Sea continental shelf may also have strongly influenced
 historical population demography and genetic diversity of marine
 organisms. Here, partial sequences of the mitochondrial Cytochrome c
 oxidase subunit I (COI) gene and seven microsatellite loci were used to
 estimate population genetic structure and demographic history of seven
 samples from Northern China coast and one sample from North Korea coast.
 Despite high levels of genetic diversity within samples, there was no
 genetic differentiation among samples from Northern China coast and low
 but significant genetic differentiation between some of the Chinese
 samples and the North Korean sample. A late Pleistocene population
 expansion, probably after the Last Glacial Maximum, was also demonstrated
 for A. pectinata samples. No recent genetic bottleneck was detected in any
 of the eight samples. We concluded that both historical recolonization
 (through population range expansion and demographic expansion in the late
 Pleistocene) and current gene flow (through larval dispersal) were
 responsible for the weak level of genetic structure detected in A.
 pectinata.
description: Microsatellite genotypes
 of Atrina pectinataThis files contains the
 microsatellite genotypes for all individuals of Atrina pectinata at 8
 polymorphic microsatellite markers.microsatellite
 genotypes.xlsx
DOI: 10.5061/dryad.3mh3c
title: Data from: Coevolutionary feedbacks between female mating interval and male allocation to competing sperm traits can drive evolution of costly polyandry

description: Complex coevolutionary feedbacks between female mating interval and male
 sperm traits have been hypothesized to explain the evolution and
 persistence of costly polyandry. Such feedbacks could potentially arise
 because polyandry creates sperm competition and consequent selection on
 male allocation to sperm traits, while the emerging sperm traits could
 create female sperm limitation and, hence, impose selection for increased
 polyandry. However, the hypothesis that costly polyandry could coevolve
 with male sperm dynamics has not been tested. We built a genetically
 explicit individual-based model to simulate simultaneous evolution of
 female mating interval and male allocation to sperm number versus
 longevity, where these two sperm traits trade off. We show that evolution
 of competing sperm traits under polyandry can indeed cause female sperm
 limitation and, hence, promote further evolution and persistence of costly
 polyandry, particularly when sperm are costly relative to the degree of
 female sperm limitation. These feedbacks were stronger, and greater
 polyandry evolved, when postcopulatory competition for paternity followed
 a loaded rather than fair raffle and when sperm traits had realistically
 low heritability. We therefore demonstrate that the evolution of
 allocation to sperm traits driven by sperm competition can prevent males
 from overcoming female sperm limitation, thereby driving ongoing evolution
 of costly polyandry.
description: Source code - header
 filePolyandry.hSource code - cpp filePolyandry.cpp
DOI: 10.5061/dryad.ds38s
title: Data from: Native freshwater species get out of the way: Prussian carp (Carassius gibelio) impacts both fish and benthic invertebrate communities in North America

description: Prussian Carp (Carassius gibelio) are one of the most noxious non-native
 species in Eurasia. Recently, Prussian Carp, a non-native freshwater fish
 species, were genetically confirmed in Alberta, Canada and have been
 rapidly expanding their range in North America since establishment. Given
 their rapid range expansion, there is an increasing need to determine how
 Prussian Carp may impact native species. We assessed the severity of the
 Prussian Carp invasion by 1) determining their impact on fish communities,
 2) assessing their impact on benthic invertebrate communities, 3)
 evaluating if Prussian Carp alter abiotic conditions, and 4) identifying
 where we find higher abundances of Prussian Carp. When Prussian Carp were
 established, we found significant changes to the fish community.
 Correspondingly, the degree of impact to benthic invertebrate communities
 was related to the stage of invasion (none, early, or recent), where
 changes in fish communities were significantly concordant with changes in
 benthic invertebrate communities. Finally, we found that higher abundances
 of Prussian Carp were significantly associated with lower abundances of a
 majority of native fish species. Altogether, using three lines of
 evidence, we determine that Prussian Carp can have wide ranging impacts on
 freshwater ecosystems in North America, pressing the need for management
 intervention.
description: PRCR_data_July2017Primary data. Information regarding data included in excel file.
DOI: 10.15468/dl.y9yszn
title: Occurrence Download

description: A dataset containing 2330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "TaxonKey is Commelina benghalensis"
 ]
}

 The dataset includes 2330 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001130-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.