cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/vs4c5gtns9.1
title: Seasonal Trends in Drug Reaction with Eosinophilia and Systemic Symptoms (DRESS)

description: Supplemental Table 1, Figure 1 for 'Seasonal Trends in Drug Reaction with Eosinophilia and Systemic Symptoms (DRESS)' manuscript in the Journal of the American Academy of Dermatology
DOI: 10.17632/93r6hwysc8.1
title: Potential of artificial intelligence chatbot for lung nodules identification and lung cancer labeling from video of chest CT images

description: This is the video of 200 lung CT scans from the open-access test dataset.
DOI: 10.17632/93r6hwysc8.2
title: Potential of GPT-4o for Lung Nodule Feature Characterization and Lung Cancer Probability Estimation from Chest CT Images

description: This dataset includes (1) videos and an Excel file of 200 lung CT scans from the open-access test dataset, and (2) an Excel file of the radiologists' Lung-RADS scores for all lung nodules in 150 cases from D3 to evaluate GPT-4o's performance in lung cancer screening.
DOI: 10.17632/93r6hwysc8.3
title: Potential of GPT-4o for Lung Nodule Feature Characterization and Lung Cancer Probability Estimation from Chest CT Images

description: This dataset includes (1) 200 lung CT scan videos from the LIDC-IDRI open access dataset, composed of videos from the abdomen to the neck at rates of 3, 6, 12, 20, and 24 frames per second, (2) experimental results based on different frame rates and training strategies on the LIDC-IDRI dataset, (3) experimental results of radiologists' lung RADS scores for 150 cases from the D3 dataset of this study to evaluate the performance of GPT-4o in lung cancer screening, and (4) the test-retest experiment results of GPT-4o on the 135 lung CT scan videos from the LIDC-IDRI open access dataset (radiologists confirmed no lung nodules were found on these CT scans).
DOI: 10.17632/rvj4n7jrfv.2
title: A newly-developed traditional Chinese medicine formula, Hanlianxiang, treats androgenetic alopecia by regulating cell proliferation, inflammation, and metabolism

description: This is the supplemental material for artical "A newly-developed traditional Chinese medicine formula, Hanlianxiang, treats androgenetic alopecia by regulating cell proliferation, inflammation, and metabolism"
DOI: 10.17632/v57mys84t4.1
title: papaer_AVATAR

description: paper on avatar
DOI: 10.17632/rvj4n7jrfv.1
title: JAAD-AGA-supplement01

description: This is the supplemental material for artical "A newly-developed traditional Chinese medicine formula, Hanlianxiang, treats androgenetic alopecia by regulating cell proliferation, inflammation, and metabolism"
DOI: 10.17632/46jtgzt4cb.1
title: Risk of fungal infection in patients with psoriasis receiving biologics: a retrospective single-center cohort study

description: Supplementary materials for "Risk of fungal infection in patients with psoriasis receiving biologics: a retrospective single-center cohort study"
DOI: 10.17632/rvj4n7jrfv.3
title: A newly-developed traditional Chinese medicine formula, Hanlianxiang, treats androgenetic alopecia by regulating cell proliferation, inflammation, and metabolism

description: This is the supplemental material for artical "A newly-developed traditional Chinese medicine formula, Hanlianxiang, treats androgenetic alopecia by regulating cell proliferation, inflammation, and metabolism"
DOI: 10.23634/mmu.00634935
title: SpiNNaker Spatial Learning Code And Dataset

description: This folder contains all the software and data used in the preparation of the article by: Davies S., Gait A., Rowley A., and Di Nuovo A. "Supervised Learning of Spatial Features with STDP and Homeostasis Using Spiking Neural Networks on SpiNNaker". The data and code are subject to the CC BY license, which can be found in the LICENSE.txt file within the same folder. If this software or data is used in derived publications, a citation to the mentioned article is appreciated by the authors.

Artificial Neural Networks (ANN) have gained large popularity thanks to their ability to learn using the well-known backpropagation algorithm. On the other hand, Spiking Neural Networks (SNNs), despite having wider abilities than ANNs, have always presented a challenge in the training phase. This paper shows a new method to perform supervised learning on SNNs, using Spike Timing
Dependent Plasticity (STDP) and homeostasis, aiming at training the network to identify spatial patterns. Spatial patterns refer to spike patterns that lack a time component, wherein all spike events occur simultaneously. The method is tested using the SpiNNaker digital architecture. A SNN is trained to recognise one or multiple patterns and performance metrics are extracted to measure the performance of the network. Some considerations are drawn from the results showing that, in the case of a single trained pattern, the network behaves as the ideal detector, with 100% accuracy in detecting the trained pattern. However, as the number of trained patterns on a single network increases, the accuracy of the identification is linked to the similarities between these patterns. This method of training an SNN to detect spatial patterns may be applied on pattern recognition in static images or traffic analysis in computer networks, where each network packet represents a spatial pattern. It will be stipulated that the homeostatic factor may enable the network to detect patterns with some degree of similarities, rather than only perfectly matching patterns. The principles outlined in this article serve as the fundamental building blocks for more complex systems that utilise both spatial and temporal patterns by converting specific features of input signals into spikes. One example of such systems is a computer network packet classifier, tasked with real-time identification of packet streams based on features within the packet content.
DOI: 10.57745/4l78zf
title: DataGrowthRecords.tab

description: :unav
DOI: 10.57745/mzsr4p
title: DataBiomass-SG-Morphometry.tab

description: :unav
DOI: 10.57745/uf6ajn
title: ReadMe.tab

description: :unav
DOI: 10.17632/63vpd8xdp6.1
title: Repeated Retrieval Attempts and Tip of the Tongue Recurrence

description: Older adults’ most frequent cognitive complaint is the tip of the tongue state (TOT), i.e., the temporary failure to retrieve a word’s phonology despite certainty that the word is known. Blocking theories suggest that directing attention elsewhere aids resolution of TOTs, although the effect of repeated retrieval attempts is unknown. Older adults (N = 72) were tested on 50 TOT-inducing stimuli under study, test or control conditions. After the initial test, study participants received the answers to study for successive tests, test participants were tested twice more without feedback and control participants were dismissed without further testing in this session. One week later, study and test participants resolved significantly more of their initial TOTs than control participants. This benefit was not observed at a three-month test (N = 54). Thus, repeated retrieval attempts help participants access previously known information, extending the benefits of the testing effect, but not after an extended testing delay. The following dataset contains raw responses (i.e., correct and incorrect "know", "don't know", and correct and incorrect "TOT" responses) as well as proportions of these responses over all verified and known information. All “TOT” responses were included in analyses of the preliminary test for which there was no feedback. TOT responses were verified at final test only when participants were asked whether the correct answer was the target they were attempting to retrieve. Only TOT responses for the correct word were included in the analyses (“correct TOTs”). When the participant responded “TOT” but at the final test indicated that they were thinking of a different word than the intended target, the response was dropped from further analysis in the manuscript. These are the "true" TOTs as opposed to "raw." These rates are the first variables (after ID and condition) in the SPSS file while counts of each response are the variables below. To focus on the effect on TOTs of the Test and Study conditions compared to the Control condition, each TOT response on the Preliminary test was tracked for each participant (N = 72) to identify how the participant responded to that specific question at the 1-week test. Preliminary TOT responses that later became don’t know, incorrect know, or incorrect TOT responses during the 1-week test were excluded from this analysis (n = 189, 19.25% of original TOT responses). Preliminary TOT responses that became correct know responses at the final test were categorized as resolved TOTs and converted into percent of total TOT responses at the preliminary test.
DOI: 10.17632/63vpd8xdp6.2
title: Repeated Retrieval Attempts and Tip of the Tongue Recurrence

description: Older adults’ most frequent cognitive complaint is the tip of the tongue state (TOT), i.e., the temporary failure to retrieve a word’s phonology despite certainty that the word is known. Blocking theories suggest that directing attention elsewhere aids resolution of TOTs, although the effect of repeated retrieval attempts is unknown. Older adults (N = 72) were tested on 50 TOT-inducing stimuli under study, test or control conditions. After the initial test, study participants received the answers to study for successive tests, test participants were tested twice more without feedback and control participants were dismissed without further testing in this session. One week later, study and test participants resolved significantly more of their initial TOTs than control participants. This benefit was not observed at a three-month test (N = 54). Thus, repeated retrieval attempts help participants access previously known information, extending the benefits of the testing effect, but not after an extended testing delay. The following dataset contains raw responses (i.e., correct and incorrect "know", "don't know", and correct and incorrect "TOT" responses) as well as proportions of these responses over all verified and known information. All “TOT” responses were included in analyses of the preliminary test for which there was no feedback. TOT responses were verified at final test only when participants were asked whether the correct answer was the target they were attempting to retrieve. Only TOT responses for the correct word were included in the analyses (“correct TOTs”). When the participant responded “TOT” but at the final test indicated that they were thinking of a different word than the intended target, the response was dropped from further analysis in the manuscript. These are the "true" TOTs as opposed to "raw." These rates are the first variables (after ID and condition) in the SPSS file while counts of each response are the variables below. To focus on the effect on TOTs of the Test and Study conditions compared to the Control condition, each TOT response on the Preliminary test was tracked for each participant (N = 72) to identify how the participant responded to that specific question at the 1-week test. Preliminary TOT responses that later became don’t know, incorrect know, or incorrect TOT responses during the 1-week test were excluded from this analysis (n = 189, 19.25% of original TOT responses). Preliminary TOT responses that became correct know responses at the final test were categorized as resolved TOTs and converted into percent of total TOT responses at the preliminary test.
DOI: 10.17632/63vpd8xdp6.3
title: Repeated Retrieval Attempts and Tip of the Tongue Recurrence

description: Older adults’ most frequent cognitive complaint is the tip of the tongue state (TOT), i.e., the temporary failure to retrieve a word’s phonology despite certainty that the word is known. Blocking theories suggest that directing attention elsewhere aids resolution of TOTs, although the effect of repeated retrieval attempts is unknown. Older adults (N = 72) were tested on 50 TOT-inducing stimuli under study, test or control conditions. After the initial test, study participants received the answers to study for successive tests, test participants were tested twice more without feedback and control participants were dismissed without further testing in this session. One week later,
study and test participants resolved significantly more of their initial TOTs than control participants. This benefit was not observed at a three-month test (N = 54). Thus, repeated retrieval attempts help participants access previously known information, extending the benefits of the testing effect, but not after an extended testing delay.
The following dataset contains raw responses (i.e., correct and incorrect "know", "don't know", and correct and incorrect "TOT" responses) as well as proportions of these responses over all verified and known information. All “TOT” responses were included in analyses of the preliminary test for which there was no feedback. TOT responses were verified at final test only when participants were asked whether the correct answer was the target they were attempting to retrieve. Only TOT responses for the correct word were included in the analyses (“correct TOTs”). When the participant responded “TOT” but at the final test indicated that they were thinking of a different word than the intended target, the response was dropped from further analysis in the manuscript. These are the "true" TOTs as opposed to "raw." These rates are the first variables (after ID and condition) in the SPSS file while counts of each response are the variables below.
To focus on the effect on TOTs of the Test and Study conditions compared to the Control condition, each TOT response on the Preliminary test was tracked for each participant (N = 72) to identify how the participant responded to that specific question at the 1-week test. Preliminary TOT responses that later became don’t know, incorrect know, or incorrect TOT responses during the 1-week test were excluded from this analysis (n = 189, 19.25% of original TOT responses). Preliminary TOT responses that became correct know responses at the final test were categorized as resolved TOTs and converted into percent of total TOT responses at the preliminary test.
DOI: 10.17632/vkzmf2gv5b.1
title: DietarydysregulationSCFA_IAV

description: Raw data manuscript: "Dietary dysregulation of gut microbial metabolites exacerbates influenza A infection"
DOI: 10.17632/dj2x4748pc.1
title: Miyake et al., Cell Rep Methods 2024

description: This dataset includes raw WB and IHC data in our study.
DOI: 10.15468/dl.55xqsh
title: Occurrence Download

description: A dataset containing 2087 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrotheca griswoldi Shreve, 1941"
 ]
}

 The dataset includes 2087 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027803-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/t8wxwzkx3h.1
title: Zakat Trust

description: Islam as a religion prescribes the worship of zakat as a demand that not only serves to purify and enrich the wealth of the muzakki but also as a powerful mechanism to develop the socio-economics of the community. The issue of trust in zakat institutions among zakat payers continues to be debated. The trust of zakat payers towards zakat institutions is at a less than satisfactory level even though zakat collection increases every year. This trust issue is caused by several factors related to zakat management. The main objective of this study is to determine the elements that influence zakat payers' trust in zakat management in the state of Perlis. In this study, the factors that influence the trust of zakat payers are discussed based on the perspective of stakeholder theory, trust theory and SERVQUAL model. Based on the literature review, there are five dimensions of service quality, namely the dimensions of reliability, responsiveness, assurance, empathy and tangibles. While the variables of customer satisfaction, religiosity, reputation and transparency are selected unidimensionally. This study also examines the effect of customer satisfaction as a mediator in the relationship between service quality and zakat payer trust. A total of 10 direct and indirect hypotheses have been developed. The respondents consisted of 323 zakat payers in Perlis. A convenience sampling technique was used. Descriptive and inferential statistical analysis was conducted through the Statistical Package for Social Science (SPSS) program version 27. The research hypothesis was tested through Pearson correlation analysis and multiple regression analysis. Overall, the results of the study found that respondents trust zakat institutions in Perlis. The results of the Pearson correlation test show that all the study variables have a significant positive relationship with trust. The findings of multiple regression analysis found that reliability and responsiveness are significant dimensions in influencing the trust of zakat payers. Next, this study also found that the mediator variable that is customer satisfaction plays a role as a partial mediator in the relationship between service quality and trust. In conclusion, service quality, customer satisfaction, religiosity, reputation and transparency can influence the trust of zakat payers in the state of Perlis.
DOI: 10.6084/m9.figshare.27094078
title: Ran_et_al_Elymus nutans Griseb.xlsx

description: 植物生长促进根际细菌 （PGPR） 可以促进植物生长，增加养分吸收，提高作物产量。我们旨在检查温度对 PGPR 介导的作用或 PGPR 接种定植的影响。
DOI: 10.17632/t467frj3y6.1
title: The Financial Condition Of Small And Midsize Enterprises Data

description: We collected a total of 5,567 documents covering different types of publications, such as theses, conference papers, book chapters, and other academic sources, from 1979 to 2025. Of this total, 3,152 documents were published in the last five years (2019-2024), reflecting the latest research trends.
DOI: 10.15468/dl.ah7fhy
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen, Fossil, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Populus ilicifolia (Engl.) Rouleau"
 ]
}

 The dataset includes 65 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027804-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/j856y9zxdy.1
title: Strand asymmetry in the repair of replication-dependent double-strand breaks

description: Data included below is related to the manuscript, "Strand asymmetry in the repair of replication-dependent double-strand breaks." 

Original images of Southern and western blots included in the publication are labeled with the corresponding figure numbers. A PowerPoint file is also included which indicates the cropped region used for the figures included in the manuscript. 

Code used to analyze results of the genome-wide screen included in the manuscript is also provided. The R markdown file, "CAS9-volcano.Rmd" contains code that was used to analyze yeast colony growth and to generate data in Figure 5 of the manuscript. The R markdown file, "Correlation_2 Full Screens.Rmd" contains the code that was used to generate data in Figures S5 of the manuscript. These files include generation of mean growth differences and log growth ratios and the correlation between two repeats of the screen. Additional information regarding the processing of raw plate images can be found at https://github.com/robertjdreid/screenmill. 

Primary outputs of the screen analysis used to generate figures are included in the folder labeled, "Results from the genome-wide screen."
DOI: 10.17632/j856y9zxdy.2
title: Repair of nCas9-induced replication-dependent double-strand breaks

description: Data included below is related to the manuscript, "Repair of replication dependent double-strand breaks differs between the leading and lagging strands." 

Original images of Southern and western blots included in the publication are labeled with the corresponding figure numbers. A PowerPoint file is also included which indicates the cropped region used for the figures included in the manuscript. 

Primary outputs of the screen analysis used to generate figures are included in the folder labeled, "Results from the genome-wide screen." The "Combined Screen analysis" sheet includes data used to produce the Volcano plots in Figure 5 (mean_dif, and p columns). This sheet can be used to see growth differences after induction of nCas9 for all non-essential genes in the deletion library. The "Mean_growth_diff_by_trial" sheet includes the data used to produce the plots in Figure S5. For each strand_id (gene) and query_id (gRNA), the mean growth difference from both repeats of the screen are used to make the scatter plot displayed in Figure S5. For code and analysis details, see https://github.com/RobertJDReid/CAS9_nickase_screen_volcano.
DOI: 10.15468/dl.b2ubp5
title: Occurrence Download

description: A dataset containing 432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "GadmGid is IND",
 "OccurrenceStatus is Present",
 "TaxonKey is Prosopis juliflora (Sw.) DC.",
 "Year 2019-2024"
 ]
}

 The dataset includes 432 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027805-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7cv58py5hk.1
title: Knowledge base for batch-processing machine scheduling research

description: This knowledge base for batch-processing machine scheduling research provides a comprehensive literature data base comprising 425 research articles. These articles are classified according to two classification schemes: The first classification scheme is an adapted and extended Scheduling Problem Classification Scheme (SPCS) to comprehensively specify batch scheduling problems within the three fields “A - Machine characteristics”, “B - Job and processing characteristics”, and “C - Objective system”. The second classification scheme is a completely new Scheduling Article Classification Scheme (SACS), consisting of five fields: “D - Theoretical insights”, “E - Model type”, “F - Solution method”, “G - Experimental evaluation”, and “H - Application case”. 

The core of the knowledge base is a binary matrix indicating which article has which characteristics (represented by attributes embedded in a hierarchical structure of categories and fields).
To ensure transparency and reproducibility, not only the batch-scheduling literature classification matrix is provided, but also a detailed description of the classification schemes and a detailed documentation of the applied methodology:

-	Batch-scheduling literature classification matrix
This file includes the complete classification of 425 research articles on batch scheduling according to the SPCS and SACS. 

-	Classification schemes for batch-processing machine scheduling research
This file describes the Scheduling Problem Classification Scheme (SPCS) and the Scheduling Article Classification Scheme (SACS). 

-	Methodology for the development of the knowledge base
This file documents the applied methodology.

The knowledge base complements the research article “Serial-batch scheduling: a systematic review and future research directions” by Wahl et al. (2023).