cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/vj3ydt45zg
title: Dataset on the content of chemical elements in the bottom sediments and bivalve mollusks of the Kara Sea

description: The dataset includes the content of 65 chemical elements in soft tissues and shells of five species of bivalve mollusks (Astarte crenata, Ciliatocardium ciliatum, Portlandia arctica, Chlamys islandica, Hiatella arctica), as well as in the upper layer (0-5 cm) of bottom sediments of the Kara Sea, the Arctic Ocean. The content of major-, trace and rare-earth elements was determined by atomic emission and inductively coupled plasma mass spectrometry (ICP-AES; ICP-MS). The age, size, and weight of mollusks were also presented.
DOI: 10.17632/vzgdjby9fj
title: Pleural tags consisting of the pleura was capable of predicting pleural invasion in lung adenocarcinomas

description: raw data of the study
DOI: 10.17632/yw4m26z348
title: Data for: The diagenetic origin and depositional history of the Cherry Valley Member, middle-Devonian Marcellus Formation

description: Supplementary data tables provided in the paper
DOI: 10.17632/2v9g232kjs
title: An effective scheme to determine surface energy and its relation with adsorption energy

description: All data associated with this work
DOI: 10.17632/4jsjxyv9rr
title: Aislamientos bacterianos y fúngicos en Hospital del Caribe colombiano

description: Datos de cultivos positivos para bacterias y hongos en institución de alta complejidad en el Caribe colombiano.
DOI: 10.17632/95gh6zkgbc
title: Mathematical Models of Asymptotes and Human Migration

description: Description of Data and Graphs
This code snippet creates three different models to illustrate various types of asymptotic behaviors: horizontal asymptote, vertical asymptote, and oblique asymptote. These models are represented graphically to understand their behavior over time, specifically in the context of "Quality of Life (Q(t))".

Model 1: Horizontal Asymptote
A horizontal asymptote depicts a scenario where a function approaches a constant value as time progresses indefinitely. The horizontal asymptote function used here shows how quality of life stabilizes at a certain level.

Parameters:

L: The limiting value that quality of life approaches.
k: The rate constant that determines the steepness of the curve.
t0: The time at which the midpoint of the growth occurs.
Interpretation:

As time increases, the quality of life approaches the value of L, representing a stabilization point.
The horizontal line at y = L signifies the maximum attainable quality of life over time.
Model 2: Vertical Asymptote
A vertical asymptote indicates a point where a function becomes unbounded and shoots off to infinity, representing a critical threshold or a singularity. The vertical asymptote function shows how quality of life dramatically increases as it approaches a specific time point.

Parameters:

t0: The time at which the asymptote occurs.
Interpretation:

As time approaches t0, the quality of life increases dramatically, indicating a critical point where it becomes unmanageable.
The vertical line at x = t0 signifies the threshold time beyond which the system becomes unstable or experiences a dramatic change.
Model 3: Oblique Asymptote
An oblique asymptote represents a function that approaches a linear behavior over time, with diminishing deviations. The oblique asymptote function shows how quality of life follows a linear growth pattern with minor fluctuations that decrease over time.

Parameters:

m: The slope of the linear part of the asymptote.
b: The y-intercept of the linear part.
c: The coefficient of the term that decreases over time.
Interpretation:

As time increases, the minor fluctuations diminish, and the quality of life approaches a linear function.
The red line signifies the steady linear growth in quality of life with decreasing short-term fluctuations.
Visualization and Interpretation
The data is visualized using three subplots, each representing one of the asymptotic models:

Horizontal Asymptote Plot:

Displays how quality of life grows and eventually stabilizes at a maximum value L.
The horizontal dashed line illustrates the asymptote.
Vertical Asymptote Plot:

Shows how quality of life increases rapidly as time approaches the critical threshold t0.
The vertical dashed line emphasizes the point of critical change.
Oblique Asymptote Plot:

Demonstrates how quality of life follows a linear growth trend with diminishing short-term fluctuations.
The dashed line represents the long-term linear behavior.
DOI: 10.17632/9c5y7bh8m8
title: Controllable retinal image synthesis using conditional StyleGAN and latent space manipulation for improved diagnosis and grading of diabetic retinopathy

description: This research leverages ConditionalStyleGAN to generate synthetic fundus images, which are then used to enhance the performance of a retinopathy grading classifier across various scenarios. The pretrained ConditionalStyleGAN model is located in the "CStyleGAN" folder.

Our findings indicate that the best results for the grading classifier are achieved when it is initially pretrained with synthetic images and subsequently fine-tuned with real images. Detailed results, including all images used in training, the trained model, and the code to reproduce the results, are available in the "4.3.2. DR Severity Grading" folder.

Another aspect of this research involves using a SeFa-based algorithm to manipulate images by removing lesions. These manipulated images are then utilized to train a diabetic retinopathy detection classifier. The model used by the SeFa algorithm is stored in the "SeFa-based Manipulation" folder. This model is a `.pth` version of the `.pkl` model produced by ConditionalStyleGAN.

The best results for the diabetic retinopathy detection classifier are documented in the "4.3.3. DR Detection" folder. This folder contains the trained model, images, and the code necessary to reproduce the results presented in this research.

All code is implemented using the Fastai library, and the folder organization is structured according to the code requirements.
DOI: 10.17632/bv6nxvfxcz
title: Innovation and Waste Disposal Italian Metropolitan Areas

description: Patents and Waste Disposal for 106 Italian Metropolitan Areas over a period of 20 years (2001-2020)
DOI: 10.17632/gjbhjy45zd
title: LDHU3_06.0050

description: WD domain/G-beta repeat -containing protein
Leishmania donovani (HU3 strain)
DOI: 10.17632/rnf86sd695
title: Computer-Based Solving of Partial Differential Equations Using the Method of Nets

description: This paper explores numerical methods for solving partial differential equations (PDEs) using the method of nets. The focus is on hyperbolic equations, such as the wave equation, and the application of net methods in solving problems with boundary conditions. The process of solving these equations using computational tools is illustrated, and the accuracy of the results is analyzed. The iterative Gauss-Seidel method is applied to solve systems of algebraic equations generated by the net method
DOI: 10.17632/vxkk3ym9n9
title: RNAseq TS HG ULG full

description: RNA dataset unrefined from comparing TS cells in HG or ULG conditions.
DOI: 10.17632/2w6bxf466y
title: High-precision Low-cost Fabrication of Dental Surgical Guides Using Dental Grade Photocurable Resin Through a Hybrid Additive-Subtractive Machine with Reverse Scanning

description: Supplementary information for the manuscript titled 'High-precision Low-cost Fabrication of Dental Surgical Guides Using Dental Grade Photocurable Resin Through a Hybrid Additive-Subtractive Machine with Reverse Scanning'
DOI: 10.17632/35bbzdn3gn
title: LINF_190017400

description: actin-related protein 2 | Arp2
Leishmania infantum (strain JPCM5)
DOI: 10.17632/3wxvvb2372
title: LDHU3_06.1310

description: Noncatalytic component of the GPI-mannosyltransferase I (GPI-MT I) complex | PBN1-like protein; Leishmania donovani (HU3 strain)
DOI: 10.17632/4rnc4n3zjd
title: Mesh Vs RTL project

description: Purpose: To compare reinforced tension line (RTL) and mesh techniques in the onlay position for abdominal wound dehiscence (AWD) prevention in a noninferiority clinical trial.
Methods: Patients &gt;18 years old who underwent midline laparotomy regardless of the background diagnosis, who were urgent or scheduled, or who were considered high risk according to a score equal to or greater than 4 on the modified Rotterdam risk scale were included. The primary outcome was the incidence of AWD within the first 30 days post-surgery, and the secondary outcome was the incidence of complications reported as surgical site occurrence (SSO).
Results: In total, 239 patients were included: 121 in the mesh group and 118 in the RTL group. Five (4.1%) of the 121 patients in the mesh group and 7 (5.9%) of the 118 patients in the RTL group presented with AWD (p= 0.56, RR=0.69, 95% CI=0.22-2.13) in the per-protocol analysis. The median time of presentation was 6 days, and all AWD patients were clinically diagnosed. The 95% CI (-0.0567, 0.0231) for the difference in incidence between the two groups was entirely within the predefined noninferiority margin of 5%. The incidence of complications was greater, but not significantly so, in the mesh group (27, 22.3%) than in the RTL group (16, 12.8%).
Conclusions: Use of the RTL technique for preventing AWD injury is not inferior to the use of mesh in the onlay position, nor does it increase the risk of complications. This study was registered on clinicaltrials.gov: Mesh-RTL Project (NCT04134455).
DOI: 10.17632/7jrx95g5hp
title: Supporting Dataset for Corruption Cases in The Procurement of Electronic Identity Cards for 2011-2012

description: The article consists of ten data files distributed in tabular form and two files in the form of images. The data referred to is invested in the form of : Table 1 Data on corruption cases by mode, Table 2 Data on the addendum for changes in procurement contracts for blank electronic identity cards for 2011-2012, Table 3. Data on work not completed by the consortium for the printing of the Republic of Indonesia, Table 4. Data on the plan for budget use of electronic identity cards for 2011-2012, Table 5. Data list of budget proposals approved by the Minister of Finance of the Republic of Indonesia for the needs of a multi-year contract based on the proposal of the Ministry of Home Affairs of the Republic of Indonesia, Table 6. Matrix of Giving Bribes Scenario, Table 7. Types of issuance of unit mark up price per blank electronic identity card, Table 8 Data for 9 (nine) work packages that are integrated into the electronic identity card project for 2012-2012, Table 9 Fraud data mode in stages and Table 10 Fraud Based on The Perpetrator. Furthermore, data in the form of images consisting of : Figure 1 The auction process scenario aimed at winning the consortium of the Republic of Indonesia Printing and Figure 2 Flow of bribes to the committee and project manager for electronic identity cards 2011-2012. Primary data that is no less interesting, also presented in this article are data from direct interviews with informants obtained from data collection methods using interview techniques
DOI: 10.17632/bcvxm9p3nx
title: Surface Modification of Boron Nitride Nanosheets

description: This work reveals the surface modification of Boron Nitride nanosheets and its effect on thermo-physical properties in its nanofluids.
DOI: 10.17632/jpcyckbfyw
title: SSRN Entre revelar e esconder: pais e filhos em face da descoberta da homossexualidade

description: This paper addresses parent-child relations when faced with the social situation of the disclusure of homosexuality. Twenty 18-to-24 year old young middle-class male college students who self-identify as gay were heard, privileging their coming out experiences at home. The recognition of their homosexuality by their families, and particularly by themselves activates a variety of fears and concrete forms of violence, psychological distress and uncertainty. We seek to understand how these youths cope with aggression and suffering, reacting to a coercive effort by their relatives to adequate them to the hegemonic sexual norm.
DOI: 10.17632/s9rywk6y6x
title: Truss-plate hybrid lattice metamaterials with broadband vibration attenuation and enhanced energy absorption

description: The dataset entitled "Truss-plate hybrid lattice metamaterials with broadband vibration attenuation and enhanced energy absorption"
DOI: 10.17632/sz5kk7p48w
title: An affinity-directed phosphatase (AdPhosphatase) system for targeted protein dephosphorylation. Simpson et al.

description: Unprocessed Western blot and immunofluorescence data for each figure of manuscript "An affinity-directed phosphatase (AdPhosphatase) system for targeted protein dephosphorylation".
DOI: 10.17632/x2w3xhksd4
title: Расчеты к магистерской диссертации Артем Малышев

description: Расчеты к магистерской диссертации
DOI: 10.17632/xzmvssjm4n
title: Final_Working_09102016

description: This dataset was used to evaluate the association between contraceptive method use and risk of STI. Manuscript Title: Effect of the Copper Intrauterine Device on Incident Sexually Transmitted Infections Journal: The European Journal of Contraception and Reproductive Health Care Submission ID: 200808825
DOI: 10.17632/zz65v3xfh5
title: LDHU3_18.0390

description: Mitoribosomal protein mL97; Leishmania donovani (HU3 strain)
DOI: 10.17632/38cvx3fzg7
title: PRECON_load_flexibility_analysis

description: This data and the affiliated scripts can be used to analyse the impact electricity outages have on electricity demand in Pakistan.
DOI: 10.17632/3x6zf9tz8r
title: Data for: Parafoveal access to word stem during reading: An eye movement study

description: The data file may be opened by R. It contains the variables in the following order from left to right: 1. Subject id 2. Trial id 3. Word item 4. Word type: monomorphemic vs. suffixed 5. Parafoveal preview type (Change vs. No-Change) 6. First fixation duration on target 7. Gaze duration on target 8. Initial landing position on target (in characters) 9. Target word length 10. Length of Word N-1 11. Word N-1 (id) 12. First fixation duration on Word N-1 13. Gaze duration of Word N-1 14. Fixation count on Word N-1 15. Relative landing position on target 16. Launch site of the incoming saccade to target
DOI: 10.17632/kg53g53999
title: Supplementary data: Impact of Diafiltration Media and Filtration Modes on Fouling and Performance in Skim Milk Microfiltration: A Comparative Study

description: Table S1 and Figure S1 for the paper: 'Impact of Diafiltration Media and Filtration Modes on Fouling and Performance in Skim Milk Microfiltration: A Comparative Study'
DOI: 10.17632/sfvwdcx5jg
title: Local conditions for the activities of the League of Women structures in the Lower Silesia during the Stalinist period

description: In December 1948, at the unification congress of the Polish Workers’ Party and the Polish Socialist Party, the Polish United Workers’ Party was formed. Thus, transplanted to Poland from July 1944, Stalinism entered the phase of its unfettered development. It reached the apogee of its development in the mid-1950s, and it was only October 1956 that closed the gloomiest period in the history of People’s Poland. The pathologies of Stalinism left their mark on the activities of the Main Board, as well as on the field structures of the new League of Women. In 1947-1955, the association was used to implement the productivisation process of Polish women. At the end of 1955, the process of program changes was initiated. The previous priority gave way to entirely different objectives, i.e. organizing assistance to women in the sphere of employment, raising children, household, hygiene and health.
DOI: 10.17632/ttcskpjgzd
title: Alg performance data on benchmark variants

description: This data contains algorithm performance data on variant problems for our paper: ASOC-D-20-02502_R1 'On the Diversity and Robustness of Multi-Objective Test Suites'. There are several new instances (versions) of the ZDT, DTLZ and WFG benchmark problems with changes to their initialised construction parameters, augmenting their characteristics with the domain presented in our paper.
DOI: 10.17632/vs25wcj6sy
title: LINF_300009900

description: ENP1
Leishmania infantum (strain JPCM5)
DOI: 10.17632/w5zm2ckx78
title: Structural Modelling of HB-EGF/EnvZ Chimeric Receptor

description: pdb. file of HB-EGF/EnvZ (HE) chimeric receptor (monomer dan dimer) embedded in a membrane.
DOI: 10.17632/xxzdsntgvt
title: data for "Exploring Single-Entity Electrochemistry Beyond Conventional Potential Windows: Mechanistic Insights into Hydrazine/Hydrazinium Ion Oxidation"

description: Figures (raw data) for the paper title "Exploring Single-Entity Electrochemistry Beyond Conventional Potential Windows: Mechanistic Insights into Hydrazine/Hydrazinium Ion Oxidation"
DOI: 10.17632/yyrn7g3swz
title: Ejercicios de comunicación  para el cambio social en Colombia, mas allá de la difusión

description: Corresponde a una ponencia presentada en  la Asociación de Facultades de Comunicación Social  AFACOM, en la que se socializaron resultados  parciales de  la investigación titulada  "Construcción epistemológica desde registro de  experiencias de la comunicación para el desarrollo , el cambio social y el buen vivir en Colombia" Dentro del contexto de un amplio proyecto para la construcción de un
Observatorio de Comunicación para el desarrollo y el cambio social que se hace necesario reconocer más allá de las teorías los postulados
conceptuales existentes, los procesos comunicativos que en términos de Desarrollo, Cambio Social y Buen vivir se escenifican en el país.  Durante los últimos años aumentaron las formas, medios y procesos de la llamada otra comunicación, comunicación alternativa, comunicación para el desarrollo, comunicación para el Cambio Social y otros varios nombres que se le aplica a estas manifestaciones.
Este aumento, que llego a registrar más de 500 formas de Comunicación tan solo en la capital colombiana, implementados principalmente desde el ejercicio empírico, muestra diversidad de posibilidades de participación e inclusión en búsqueda de objetivos relacionados con la solidaridad, la construcción de cultura de paz, la participación, pero también es escenario para que las instituciones se establezcan lineamientos políticos y sociales, o para la realización y visibilización de prácticas ancestrales. 
Por ser esta un tipo de comunicación en la que la participación, las relaciones horizontales, la deconstrucción y construcción social y otros procesos ciudadanos se manifiestan ampliamente no es pertinente encasillar en postulados las prácticas y experiencias, por el contrario se busca que con estas experiencias se consolide un postulado epistémica. La investigación evidencia procesos sociales profundos, detecta mediante la lectura de las narrativas, textos, y corpus de experiencias comunicativas construcciones que determinan el concepto diferencial de las formas, medios y procesos comunicativos enmarcados en este contexto.  Inicialmente se sistematizó  la documentación que permitió dar una mirada global al tipo de publicaciones que registran experiencias de Comunicación para el Desarrollo, el Cambio Social y el Buen Vivir. seguidamente se pudo Categorizar conceptualmente para  lograr la comprensión de los aportes que desde las experiencias ya registradas  condujeron a la  propuesta conceptual. con este insumo se consolidó un planteamiento  desde las propuestas empíricas frente a los lineamientos que se  discuten en el ámbito teórico
DOI: 10.17632/2hvnhrszh4
title: Visual Model of Pedagogical Genius of Jesus

description: The visual model illustrates the dynamic interplay of key spiritual elements within the Pedagogical Genius of Jesus. Each line on the graph represents a crucial component in the transformative journey:

Everyday Objects (Everyday Life):

The curve for Everyday Objects signifies the recognition of the divine in the ordinary aspects of life. It demonstrates the integration of spirituality into everyday existence.
Familiar Scenarios (Recognizable Situations):

The Familiar Scenarios curve depicts the resonance of spiritual teachings with familiar situations, making profound wisdom accessible in common experiences.
Complex Spiritual Truths (Spiritual Understanding):

The sine wave of Complex Spiritual Truths reflects the ebbs and flows of understanding deeper spiritual dimensions. It acknowledges the intricate nature of comprehending profound truths.
Language of the People (Accessible Communication):

The cosine wave for Language of the People represents the balanced communication style used by Jesus to make spiritual teachings accessible to all. It emphasizes the importance of clear and relatable communication.
Language of the Heart (Heartfelt Communication):

The sine wave of Language of the Heart signifies the emotional and heartfelt dimension of Jesus' communication. It highlights the crucial connection between the intellect and the heart in spiritual understanding.
Mysteries of the Kingdom of God (Divine Revelation):

The sum of Language of the People and Language of the Heart, depicted by the MK curve, symbolizes the revelation of the mysteries of the Kingdom of God. It represents the holistic understanding arising from the integration of heart-centered and intellectual insights.
Transformation (Spiritual Evolution):

The cosine wave of Transformation illustrates the cyclical nature of spiritual growth. It emphasizes that spiritual evolution is an ongoing process, marked by phases of growth and introspection.
Pedagogical Effectiveness (Culmination):

The dashed line representing Pedagogical Effectiveness combines all the elements, showcasing the culmination of Jesus' pedagogical genius. Peaks in this curve represent moments of profound understanding and transformation, underlining the impact of effective spiritual teaching.
This visual model provides a comprehensive representation of the multifaceted approach employed by Jesus in guiding individuals through a transformative spiritual journey.
DOI: 10.17632/4m5v9ygn89
title: Long-term belowground impacts of experimental fire and post-fire soil stabilization treatments in a gorse shrubland - DATASET

description: Data used in the publication "Long-term belowground impacts of experimental fire and post-fire soil stabilization treatments in a gorse shrubland". Metadata and description of the dataset are included.
DOI: 10.17632/5f7pwhy83c
title: Mass spectrometry based metabolites of cell and medium-12/08/2020

description: This data set includes the abundance of metabolites from cell and medium sample using Targeted Liquid Chromatography Tandem Mass Spectrometry. Both the positive and negative ionization mode were used for the metabolites detection.
DOI: 10.17632/87btvznknv
title: LINF_320023300

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)