cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/hss9gb6gr6
title: Heat stimuli test by infrared reveals rosacea as a heat sensitive skin disorder

description: Sun exposure was proved to be possible precipitating factor for rosacea. In our study, we determined infrared heat alone could provoke the disease by inducing significant blood flow-mediated vasodilation, independently from ultraviolet. We suggest a physical sunlight protection that blocks both UV exposure and heat for daily protection of rosacea.
DOI: 10.17632/fngw74k5kc
title: Chingri

description: To describe the dataset of prawn images captured for the classification of "good" and "bad" prawns, here’s a 

*Dataset Overview:*

This dataset comprises over 500 images of prawns, specifically categorized as either "good" or "bad." The images were captured using a Redmi Note 8 Pro mobile camera. The prawns were photographed on a black background under daylight conditions to ensure consistent lighting and minimize reflections or shadows.

*Image Acquisition Setup:*

- *Device:* Redmi Note 8 Pro mobile camera.
- *Lighting Condition:* Daylight, ensuring natural and uniform illumination across all images.
- *Background:* Plain black background, chosen to create high contrast between the prawn and the background, thereby enhancing the visibility of features that distinguish good from bad prawns.

*Prawn Classification Criteria:*

1. *Good Prawns:*
 - *Physical Appearance:* Intact body structure with no visible damage or discoloration.
 - *Color:* A healthy, natural color that is typical for the species.
 - *Size and Shape:* Uniform size and shape that meets the standard for quality prawns.
 - *Texture:* Firm texture without any signs of mushiness or degradation.
 - *Smell (Inferred):* Fresh prawns typically have a clean, oceanic smell, which cannot be captured in images but is often inferred from physical appearance.

2. *Bad Prawns:*
 - *Physical Damage:* Visible signs of damage such as broken limbs, cracks, or deformities.
 - *Discoloration:* Any off-color areas, particularly browning or dark spots, indicating spoilage or disease.
 - *Size and Shape:* Irregular size or misshapen prawns that fall outside the desired specifications.
 - *Texture:* Appearance of a soft or mushy texture, often indicating spoilage.
 - *Additional Defects:* Presence of foreign matter, exoskeleton damage, or any other visual cues indicating poor quality.

*Data Labeling:*

Each image in the dataset has been labeled as either "good" or "bad" based on the above criteria. The labeling process involved both manual inspection and expert evaluation to ensure accuracy.

*Dataset Usage:*

This dataset is intended for use in machine learning models aimed at automating the classification of prawn quality. It can be used to train algorithms in distinguishing between good and bad prawns based on visual features, facilitating quality control processes in the seafood industry.

*Image Details:*

- *Resolution:* High-resolution images suitable for detailed analysis.
- *File Format:* The images are stored in standard formats like JPEG or PNG, ensuring compatibility with various image processing tools.

This description provides a detailed yet concise overview of the dataset, highlighting key aspects of the prawn images, classification criteria, and potential uses in research and industry.
DOI: 10.17632/dxrznmd7hf
title: Enhanced Image Segmentation using Double Hybrid DEGA and PSO-SA

description: Enhanced Image Segmentation using Double Hybrid DEGA and PSO-SA
DOI: 10.17632/yp4nr74twj
title: BPLab/Vasotens Validation Study Inspection Dataset

description: Here is the raw data from the PWV-validation study of Vasotens [1]. This dataset contains the following: i) a set of files (bpw-files) representing the digitized oscillations in the cuff blood pressure (BP) of the BPLab device; ii) several versions of BPLab/Vasotens software released between 1999 and 2021 that process cuff BP oscillations and calculate the “parameters of hemodynamics” and “arterial stiffness” declared by the manufacturer; iii) The database containing SphygmoCor measurements that correspond to the bpw-files; iv) а couple of the BPLab website screenshots, in 2000 and 2021; v) curious illustrations of fabricated data. Personal data in all the records are replaced with the corresponding bpw-file name.
DOI: 10.17632/yvm3r488hm
title: The problems of providing children's treatment facilities with pediatricians in Uzbekistan during the Soviet period and the establishment of the Central Asian Institute of Pediatric Medicine

description: In this scientific research, during the rule of the Soviet state, along with other republics, in Uzbekistan, as well as in other republics, the children's health care system was raised to the level of demand, including the improvement of the material and technical support of medical care institutions for mothers and children, and the systematic level of providing pediatricians, first of all, obstetricians and gynecologists. setup processes are covered.
It was revealed that the scientific research work in the field of pediatrics carried out in the republic until the beginning of the 90s was well established, despite the opening of scientific centers in the field of pediatrics, it was highlighted that these tasks were not able to meet the demand for pediatricians in the republic.
DOI: 10.6084/m9.figshare.28675301.v2
title: Computational code

description: Computational code used in this study
DOI: 10.17632/sxkrg4fwnt
title: Supplemental Figure 2

description: Cumulative Incidence Function Plot of Number of Minor Risk Factors (MRF) and Time to Metastasis
DOI: 10.17632/ymsbzh6c7h
title: Multi-omics integration identifies cell-state-specific repression by PBRM1-PIAS1 cooperation

description: PBRM1 is frequently mutated in cancers of epithelial origin. How PBRM1 regulates normal epithelial homeostasis, prior to cancer initiation, remains unclear. Here, we show that PBRM1’s gene regulatory roles differ drastically between cell states, leveraging human skin epithelium (epidermis) as a research platform. In progenitors, PBRM1 predominantly functions to repress terminal differentiation to sustain progenitors’ regenerative potential; in the differentiation state, however, PBRM1 switches toward an activator. Between these two cell states, PBRM1 retains its genomic binding but associates with differential interacting proteins. Our targeted screen identified the E3 SUMO ligase PIAS1 as a key interactor. PIAS1 co-localizes with PBRM1 on chromatin to directly repress differentiation genes in progenitors, and PIAS1’s chromatin binding drastically diminishes in differentiation. Furthermore, SUMOylation contributes to PBRM1’s repressive function in progenitor maintenance. Thus, our findings highlight PBRM1’s cell-state-specific regulatory roles influenced by its protein interactome despite its stable chromatin binding.
DOI: 10.17632/9gnfxyshj8
title: Magic v.3: An integrated software package for systematic structure-based coarse-graining

description: Molecular simulations of many phenomena related to biomolecular systems, soft matter and nanomaterials require consideration of length scales above 10 nm and time scales longer than 1 μs, which necessitates the use of coarse-grained (low resolution) models, where each site of the model represents a group of atoms, and where the solvent is often omitted. Our software package MagiC is designed to perform systematic structure-based coarse-graining of molecular models, in which the effective pairwise potentials between coarse-grained sites of low-resolution molecular models are constructed to reproduce structural distribution functions obtained from modeling of systems in a high resolution (atomistic) description. The software takes as input atomistic trajectories generated by an external molecular dynamics package, and produce as an output interaction potentials for coarse-grained models which can be directly used in a coarse-grained simulations package. Here we present a major update (v.3) of the software with substantially improved functionality, compatibility with several major atomistic and coarse-grained simulations packages (GROMACS, LAMMPS, GALAMOST), analysis suite with graphical possibilities, diagnostics, documentation. We describe briefly the coarse-graining methodology, the structure of the software, describe users actions, and illustrate the whole process with two complex examples: cholesterol containing lipid bilayers and condensation of DNA caused by multivalent ions.
DOI: 10.17632/8n2ymkttkp
title: Use of Building Information Modeling (BIM) technology in urban building projects in Lima city and Callao 2017, Dataset

description: This research data aimed to estimate the diffusion of Building Information Modeling (BIM) technology in urban building projects of Lima city and Callao by the end of 2017. The level of diffusion is estimated through sampling principles. Population data (N=1218) can be find in the publication “Urban buildings market in Lima city and Callao 2017: edition 22” (CAPECO, 2017). The survey (docx file) is divided in five sections: general data of the interviewee, BIM perception, BIM acceptance, BIM adoption and general data of the project. The final data (xlsx file) provides the results of the survey that was answered by 323 professionals related to the building industry (Civil engineers, architects and others) and each answer corresponded to a unique project. As it was mentioned, the population was based on a census of new or under construction urban building projects of Lima city and Callao. A project was considered under construction when it was found at the beginning of earthworks or preliminary works until the delivery of the unoccupied project. In addition, remodeling projects that involved expanding their built-up area were also considered, but this expansion had to be at least 500 sm. On the other hand, all single family houses and multi-family buildings that do not have a public construction license were excluded. The data collection was carried out by two research assistants. Each research assistant was assigned a certain number of clusters within the designed sample. The sampling frame used in this research is one of an area type which are geographical surfaces well-defined. These surfaces are clusters that in this case were districts of Lima city and Callao. The data collection was taken from October to December of 2017. The method to reach the sample size (n=323) was through an emailed virtual survey (52 answers) and by visiting a building project site (271 answers). Projects visited were found aleatory with the only requirement to be inside the designed sample. It has been considered that a project has adopted BIM technology if it has used some of these applications: 3D models visualization; 3D modeling; material quantification and budgets made from 3D models; structure, MEP or HVAC model coordination; 4D construction simulation; control of construction progress with BIM; procurement and fabrication of precast components; project management in the cloud; or the generation of 2D drawings from 3D models. The main notable finding is that 21.6% of urban building projects of Lima city and Callao use BIM technology by the end of 2017.
DOI: 10.17632/rgy8jngdrz
title: Disgust sensitivity and opposition to immigration: Does contact avoidance or resistance to foreign norms explain the relationship?

description: This is the data file for the article "Disgust sensitivity and opposition to immigration: Does contact avoidance or resistance to foreign norms explain the relationship?" by Karinen, Molho, Kupfer, and Tybur (2019).
DOI: 10.21233/hp2k-eq77
title: Shimonoseki ostracode surface sample dataset

description: Raw data for the Shimonoseki ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17632/swt22gb3k8
title: Women and Property 1785-1789 Overview Data: North Riding Register of Deeds

description: Research hypothesis was to use the Registers of Deeds for the North Riding of Yorkshire (held at North Yorkshire County Record Office, Northallerton, England) to advance knowledge about women's involvement with property transfer and the wider property market in the 18th & 19th centuries. Registers began in 1736 and ceased in 1970; there are 89 Index Ledgers and 2,328 Deeds Registers. The system for recording data changed in 1885 so one Index Ledger was selected from pre/ post this date and 100 years apart to incorporate impact of Marriage Acts. Stage 1 - Two Index Ledgers were transcribed in full: 1) Index of Lands Vol 9 (1784-90) covers a seven-year period and contains 6,868 unique transactions (31,966 lines); and 2) Index of Lands 1885-1889 covers a five-year period and contains 14,481 unique transactions (52,741 lines). Each line represents a person's name. Core data from Index showed Township, unique reference and names of parties, but the 18th century Index Ledger did not show date of transaction or all parties. To analyse by gender this information was required so was added by using the Deeds Registers. Information from the individual Deeds Registers was then used to add to the core datasets: Stage 2 - The gender of all parties ('male', 'female' and 'not applicable' (for businesses) was added. Stage 3 - The usual residence, occupation (if any), marital status and any details of family relationships or inheritance rights of every women was added. Stage 4 - The 18th century dataset was then reduced to a five-year period covering 1785-1789 ONLY to provide a direct comparison with the 19th century dataset. Comparative analysis by: gender, marital status and number of transactions. Each transaction has a unique reference number but can contain multiple parties and cover more than one township. To identify the true number of transactions, the data had to be controlled for these factors. A control for uniqueness was also required for those individuals and organisations involved in multiple transactions and to avoid assuming that everyone with the same name was actually the same person. Where women were involved, additional data e.g. marital status, residence or family relationships was used to differentiate between like women. 1785-1789 findings include: distinctive patterns of female property involvement by gender and marital status. Married women represent more than 50% of female transactions despite having little, if any, legal status (coverture). Although 2,086 women transacted during this period, only 1.39% did so without husband's involvement; this increased to 45.47% by 1885-1889 period, reinforcing that Married Women's Property Acts were beginning to make an impact, treating married women as if 'feme sole'. More parity of involvement across marital status groups in 1885-1889 data, with spinsters' involvement increasing the most (from 17.58% to 31.37%). This spreadsheet shows overview of analysis of full 1785-1789 dataset.
DOI: 10.6084/m9.figshare.12102954.v1
title: Supplementary Material for: Mental Health and Psychosocial Problems of Medical Health Workers during the COVID-19 Epidemic in China

description: <b><i>Objective:</i></b> We explored whether medical health workers had more psychosocial problems than nonmedical health workers during the COVID-19 outbreak. <b><i>Methods:</i></b> An online survey was run from February 19 to March 6, 2020; a total of 2,182 Chinese subjects participated. Mental health variables were assessed via the Insomnia Severity Index (ISI), the Symptom Check List-revised (SCL-90-R), and the Patient Health Questionnaire-4 (PHQ-4), which included a 2-item anxiety scale and a 2-item depression scale (PHQ-2). <b><i>Results:</i></b> Compared with nonmedical health workers (<i>n</i> = 1,255), medical health workers (<i>n</i> = 927) had a higher prevalence of insomnia (38.4 vs. 30.5%, <i>p</i> &lt; 0.01), anxiety (13.0 vs. 8.5%, <i>p</i> &lt; 0.01), depression (12.2 vs. 9.5%; <i>p</i>&lt; 0.04), somatization (1.6 vs. 0.4%; <i>p</i> &lt; 0.01), and obsessive-compulsive symptoms (5.3 vs. 2.2%; <i>p</i> &lt; 0.01). They also had higher total scores of ISI, GAD-2, PHQ-2, and SCL-90-R obsessive-compulsive symptoms (<i>p</i> ≤ 0.01). Among medical health workers, having organic disease was an independent factor for insomnia, anxiety, depression, somatization, and obsessive-compulsive symptoms (<i>p</i> &lt; 0.05 or 0.01). Living in rural areas, being female, and being at risk of contact with COVID-19 patients were the most common risk factors for insomnia, anxiety, obsessive-compulsive symptoms, and depression (<i>p</i> &lt; 0.01 or 0.05). Among nonmedical health workers, having organic disease was a risk factor for insomnia, depression, and obsessive-compulsive symptoms (<i>p</i> &lt; 0.01 or 0.05). <b><i>Conclusions:</i></b> During the COVID-19 outbreak, medical health workers had psychosocial problems and risk factors for developing them. They were in need of attention and recovery programs.
DOI: 10.17632/3pkmvrmgbp
title: Morphometric Analyses of Uveal Melanomas with QuPath

description: Extraction of nuclear features by computational method from high resolution whole-slide digital scans of histologic slides has been shown to be a valuable tool. Our study utilized QuPath, a free, open-source software and program for whole-slide image analysis, which allows cell detection and cell type classification (such as tumor cells, stromal cells, necrotic or apoptotic cells, and immune cells). Additionally, QuPath enables analysis of large numbers of tumor cells and generates detailed cell and nuclear features (nuclear area, nuclear diameter, and cell circularity). In our study, morphometric analyses have been performed on 80 uveal melanomas from Tumor Genome Cancer Atlas (TGCA) which have available virtual slides, clinical and genomic information.
DOI: 10.6084/m9.figshare.25736928.v1
title: Supplementary Material for: The Effect of Bimodal Hearing on Post-Operative Quality of Life

description: Introduction: To examine how bimodal stimulation affects quality of life (QOL) during the post operative period following cochlear implantation (CI). This data could potentially provide evidence to encourage more bimodal candidates to continue hearing aid (HA) use after CI. 

Methods: In this prospective study, patients completed preoperative, and 1-, 3- and 6-months post-activation QOL surveys on listening effort, speech perception, sound quality/localization, and hearing handicap. 15 HA users who were candidates for contralateral CI completed the study (mean age 65.6 years).

Results: Patients used both devices a median rate of 97%, 97% and 98% of the time at 1, 3, and 6 months respectively. On average, patients’ hearing handicap score decreased by 16% at 1 month, 36% at 3 months, and 30% at 6 months. Patients’ listening effort scores decreased by a mean of 10.8% at 1 month, 12.6% at 3 months and 18.7% at 6 months. Localization improved by 24.3% at 1 month and remained steady. There was no significant improvement in sound quality scores. 

Conclusion: Bimodal listeners should expect QOL to improve, and listening effort and localization is generally optimized using CI and HA compared to CI alone. Some scores improved at earlier time points than others, suggesting bimodal auditory skills may develop at different rates.
DOI: 10.17632/c265tmrbhm
title: Supplemental Figures for "Management of oral reactions from immune checkpoint inhibitor therapy: a systematic review."

description: Supplemental Figure I. Search terms. Supplemental Figure II. Literature search and selection strategy . Supplemental Figure III. Full reference list.
DOI: 10.17632/4frfg75vkv
title: Criteria Shift Study

description: These data files include data related to research testing the criteria shift hypothesis for verbal overshadowing.
DOI: 10.17632/7hrpshntr9
title: Data and Code for: Testing for Urban Heterogeneity in Separability in Tanzania
DOI: 10.17632/rrx9ktjvxz
title: Emulation of Quantitative Systems Pharmacology models to accelerate virtual population inference in immuno-oncology

description: Emulation of Quantitative Systems Pharmacology models to accelerate virtual population inference in immuno-oncology
DOI: 10.17632/9bn7wf3k4m
title: ATRU-2 fault diagnosis

description: Fifteen health conditions were collected from avionics 24-pulse ATRU-2. The health conditions of avionics ATRUs include healthy, faulty with main rectifier bridges, faulty with assist rectifier bridges, faulty with the wind, and faulty with the input voltage. The data contain output voltage signal and the input current signal collected from ATRUs under different health conditions.
DOI: 10.17632/tnmvm3ttpp
title: Commensal Lactobacillus crispatus as a multifunctional therapeutic platform for microbiota-associated bladder cancer

description: Original data associated with the graphical figures
DOI: 10.17632/vwmp3nz676
title: Integrated analysis of radiomics, RNA sequencing, and clinicopathologic phenotype reveals the underlying biological basis of prognostic risk stratification in colorectal cancer

description: Tumor microenvironment gene set and a part of TCIA_radiomics data.
DOI: 10.17632/wpwyzx4g5z
title: Maximizing Educational Achievement through Cloud Computing: Key Strategies and Benefits

description: Cloud computing has proven to be a significant technological advancement of the 21st century and promises to fundamentally reshape education. This article highlights the various contributions that cloud computing can make to improving educational outcomes while also recognizing the challenges associated with them. Explore how cloud computing increases student engagement, saves costs, and facilitates effortless collaboration between faculty, students, and researchers. We also discuss how cloud computing gives educators access to advanced technology and comprehensive data analysis to improve learning. In summary, cloud computing will revolutionize the management and delivery of education and significantly improve educational outcomes.
DOI: 10.6084/m9.figshare.13078433.v1
title: Supplementary Material for: Artificial Intelligence in Medicine: Chances and Challenges for Wide Clinical Adoption

description: <b><i>Background:</i></b> Artificial intelligence (AI) applications that utilize machine learning are on the rise in clinical research and provide highly promising applications in specific use cases. However, wide clinical adoption remains far off. This review reflects on common barriers and current solution approaches. <b><i>Summary:</i></b> Key challenges are abbreviated as the RISE criteria: Regulatory aspects, Interpretability, interoperability, and the need for Structured data and Evidence. As reoccurring barriers of AI adoption, these concepts are delineated and complemented by points to consider and possible solutions for effective and safe use of AI applications. <b><i>Key Messages:</i></b> There is a fraction of AI applications with proven clinical benefits and regulatory approval. Many new promising systems are the subject of current research but share common issues for wide clinical adoption. The RISE criteria can support preparation for challenges and pitfalls when designing or introducing AI applications into clinical practice.