cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/z4wc364g79
title: Unpaired MR-CT Brain Dataset for Unsupervised Image Translation

description: The Magnetic Resonance - Computed Tomography (MR-CT) Jordan University Hospital (JUH) dataset has been collected after receiving Institutional Review Board (IRB) approval of the hospital and consent forms have been obtained from all patients. All procedures has been carried out in accordance with The Code of Ethics of the World Medical Association (Declaration of Helsinki).

The dataset consists of 2D image slices extracted using the RadiAnt DICOM viewer software. The extracted images are transformed to DICOM image data format with a resolution of 256x256 pixels. There are a total of 179 2D axial image slices referring to 20 patient volumes (90 MR and 89 CT 2D axial image slices). The dataset contains MR and CT brain tumour images with corresponding segmentation masks. The MR images of each patient were acquired with a 5.00mm T Siemens Verio 3T using a T2-weighted without contrast agent, 3 Fat sat pulses (FS), 2500-4000 TR, 20-30 TE, and 90/180 flip angle. The CT images were acquired with Siemens Somatom scanner with 2.46mGY.cm dose length, 130KV voltage, 113-327 mAs tube current, topogram acquisition protocol, 64 dual source, one projection, and slice thickness of 7.0mm. Smooth and sharp filters have been applied to the CT images. The MR scans have a resolution of 0.7x0.6x5 mm^3, while the CT scans have a resolution of 0.6x0.6x7 mm^3.


More information and the application of the dataset can be found in the following research paper:

Alaa Abu-Srhan; Israa Almallahi; Mohammad Abushariah; Waleed Mahafza; Omar S. Al-Kadi. Paired-Unpaired Unsupervised Attention Guided GAN with Transfer Learning for Bidirectional Brain MR-CT Synthesis. Comput. Biol. Med. 136, 2021. doi: https://doi.org/10.1016/j.compbiomed.2021.104763.
DOI: 10.17632/v7dx5hffmp
title: HOS-ocean: Open-source solver for nonlinear waves in open ocean based on High-Order Spectral method

description: This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018) Abstract HOS-ocean is an efficient High-Order Spectral code developed to solve the deterministic propagation of nonlinear wavefields in open ocean. HOS-ocean is released as open-source, developed and distributed under the terms of GNU General Public License (GPLv3). Along with the source code, a documentation under wiki format is available which makes easy the compilation and execution of the source files. The code has been shown to be accurate and efficient. Title of program: HOS-ocean Catalogue Id: AEZS_v1_0 Nature of problem HOS-ocean has been developed to study the propagation of highly nonlinear sea-states over large domains and long duration. Versions of this program held in the CPC repository in Mendeley Data AEZS_v1_0; HOS-ocean; 10.1016/j.cpc.2016.02.017
DOI: 10.17632/zw4p4p7sdh
title: A Dataset for Voice-Based Human Identity Recognition

description: This dataset is divided into two main sub-datasets: samePhrase and differentPhrase. Each speaker has the same label in both sub-datasets. In the samePhrase sub-dataset, a speaker repeats the sentence “Machine Learning 1, 2, 3, 4, 5, 6, 7, 8, 9, 10” ten times. The length of each sample is between seven and ten seconds. For the differentPhrase sub-dataset, each speaker contributed with a phrase selected randomly from different resources such as books, songs lyrics, orone-line texts. Each speaker contributed with ten different samples, the length of each sample inthe differentPhrase sub-dataset does not exceed ten seconds
DOI: 10.25442/hku.28976270.v1
title: Supporting Data for "Intelligent prediction of steel corrosion in cementitious materials via machine learning"

description: This dataset is associated with the PhD thesis "Intelligent prediction of steel corrosion in cementitious materials via machine learning", which focuses on the development of data-driven and physics-informed machine learning models for predicting the corrosion behavior of steel in cementitious environments. The dataset is structured according to the thesis chapters (Chapter 3 to Chapter 7), with each part containing the original experimental data and relevant code used in the corresponding analyses.<b>Chapter </b><b>3</b> contains laboratory corrosion data of steel under carbonation conditions. The dataset includes 16 variables and 180 groups, along with code implementing relevant regression algorithms.<b>Chapter </b><b>4</b> contains laboratory corrosion data of steel under chloride ingress conditions, comprising 15 variables and 95 groups. It also includes literature-sourced corrosion data with 5 variables and 81 groups. The folder provides code for both regression and transfer learning models.<b>Chapter </b><b>5</b> provides data for corrosion probability prediction, including 4 variables and 535 groups. It also contains code for probabilistic classification and corrosion mapping.<b>Chapter </b><b>6</b> includes corrosion data of steel under drying-wetting cycling conditions, with 10 variables and 284 groups. The folder also contains code for regression analysis.<b>Chapter </b><b>7</b> provides code related to symbolic learning for interpretable corrosion modeling, based on the data compiled from previous chapters.
DOI: 10.6084/m9.figshare.17103995.v1
title: PCOS DATA.xlsx

description: the data is presented in excel sheet
DOI: 10.6084/m9.figshare.22557640.v1
title: Code snapshot

description: A code snapshot from the github respository https://github.com/connor-french/global-insect-macrogenetics used for analyzing data. Downloaded on 2023-04-04.
DOI: 10.6084/m9.figshare.28674074.v1
title: Models and Maps.zip

description: The structures of G6PT1
DOI: 10.17632/9y3gjndgr8
title: Data Study Changes in consumption behavior in México in relation to exercise, mental health and diet during the COVID 19 confinement

description: Database of the study of the behavior of Mexican men and women during confinement by COVID-19
DOI: 10.17632/khrsvz9238
title: Dataset for "Thick shielding against galactic cosmic radiation: a Monte Carlo study with focus on the role of secondary neutrons" ; publication in 'Space Weather' journal

description: Data Files as supplementary data for an article in the Journal Space Weather
Title (submitted to the journal 22.12.2021) : 
"Thick shielding against galactic cosmic radiation: a Monte Carlo study with focus on the role of secondary neutrons"
Authors:  Felix Horst, Daria Boscolo, Marco Durante, Francesca Luoni, Christoph Schuy, Uli Weber (all from GSI Darmstadt)

Most of the data were calculated by FLUKA MC simulation.
See also description readme.txt. 

Abstract of the article (submitted to the journal 22.12.2021) :
The exposure to galactic cosmic radiation (GCR) is a major health concern for astronauts. Manned missions with durations of several years are foreseen in future space exploration projects such as permanent habitats on the Moon and flights to Mars. This aim requires elaborate space radiation shielding concepts and a proper understanding of the underlying radiation physics and radiobiology as well as their interplay.
In the present work, Monte Carlo simulations to assess the performance of different materials (polyethylene, aluminum, Moon regolith) as thick shields (up to 400 g/cm2) against GCR were conducted using the FLUKA code. Absorbed dose, dose equivalent and the mean quality factor at 1 cm depth in the ICRU sphere as a function of shielding thickness were calculated in a spherical shell configuration for both solar minimum and solar maximum  GCR conditions. Large differences were observed in the performance of the studied materials as thick GCR shields. Special attention was payed to the build-up and moderation of secondary neutrons. A method to reduce the neutron contributions to ambient dose equivalent by means of a two-layer shielding combination is proposed. The present study can be useful for considerations on thick shielding of Moon or Mars habitats built from local regolith
DOI: 10.17632/rkpdp5tn68
title: Calculations of generalized harmonic oscillator brackets

description: Title of program: TAMOBR Catalogue Id: ABGR_v1_0 Nature of problem The generalized harmonic oscillator brackets form the transformation matrix for the transition from the single-particle coordinates to the centre of mass and relative coordinates in a two-particle harmonic oscillator basis. Unequal masses of particles are considered. Versions of this program held in the CPC repository in Mendeley Data ABGR_v1_0; TAMOBR; 10.1016/0010-4655(79)90043-2 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/zfzv4jdxkp
title: Agar dilution data

description: Minimum Inhibitory concentrations of 108 Carbapenem-resistant gram negative bacteria were listed.MIC obtained from Micro broth dilution, Agar dilution and Colistin broth disc elution were added.The interpretive category of each MIC is also included.
DOI: 10.6084/m9.figshare.19768410.v1
title: Determinants of spoken language comprehension in children with cerebral palsy

description: To identify determinants of spoken language comprehension (SLC) in children with cerebral palsy (CP). Cross-sectional data of 207 children with CP were included: 82 toddlers (18 months–3;11 years), 59 preschool children (4;0–5;11 years), and 66 schoolchildren (6;0–8;11 years), across all Gross Motor Function Classification System (GMFCS) levels. SLC was assessed using the Computer-Based instrument for Low motor Language Testing (C-BiLLT). Potential determinants were retrieved from medical files and through parental questionnaires. Per developmental stage, multivariable regression analyses were used to assess determinants of SLC. Fifty-nine percent of the children showed below average SLC. Significant determinants for SLC differed per developmental stage. In toddlers: age, motor type, functional communication and speech function (<i>R</i><sup>2</sup> = 0.637); in preschool children: functional communication, speech function and language activities (<i>R</i><sup>2</sup> = 0.820), and in schoolchildren: functional communication, intellectual functioning and arm-hand functioning (<i>R</i><sup>2</sup> = 0.807). For all developmental stages, functional mobility was not a significant determinant. A large proportion of children with CP across all GMFCS levels have SLC impairments. Findings indicate that SLC is strongly determined by functional communication classified with CFCS. We recommend standardized assessment and monitoring of SLC in all children with CP. IMPLICATIONS FOR REHABILITATIONChildren across all GMFCS levels can experience difficulties in spoken language comprehension.At all developmental stages, functional communication (classified with CFCS) is an important determinant of spoken language comprehension.Standardized assessment and monitoring of spoken language comprehension, language production, speech, and communication of all children with CP, is strongly recommended.When children show below average performances, especially in spoken language comprehension, intervening with speech and language therapy and guidance for parents, is advised. Children across all GMFCS levels can experience difficulties in spoken language comprehension. At all developmental stages, functional communication (classified with CFCS) is an important determinant of spoken language comprehension. Standardized assessment and monitoring of spoken language comprehension, language production, speech, and communication of all children with CP, is strongly recommended. When children show below average performances, especially in spoken language comprehension, intervening with speech and language therapy and guidance for parents, is advised.
DOI: 10.6084/m9.figshare.22015664.v1
title: Data_NCC_Weakening greenhouse gas sink of pristine wetlands under warming

description: Data for NCC "Weakening greenhouse gas sink of pristine wetlands under warming".
DOI: 10.6084/m9.figshare.22259461.v2
title: Supplemental Table 3: Enriched GO Terms in Mild CH

description: Significant (P.adj.&lt;0.05) GO terms were identified with Gene Ontology enrichment analysis (R package: gProfiler2). “Gene” column lists the DEGs that were annotated to each enriched GO term. Coloring of each individual gene represents fold change values (Red, Upregulated; Blue, Downregulated).
DOI: 10.6084/m9.figshare.5769726.v1
title: Student answers to a questionnaire to assess a project-based learning software design course in 14/15, 15/16 and 16/17

description: Answers to the questionnaire in courses 14/15, 15/16 and 16/17: scanned hand-written responses (in Spanish) and CSV files with the answers to the Likert scale questions.
DOI: 10.6084/m9.figshare.22024034.v2
title: Supplementary File 4: FES Guideline Development Delphi Round 1 Analysis 28/10/2021

description: This file contains full analysis of all items that failed to reach consensus of over 75% of Expert Panellists indicating that they ‘Agreed’ or ‘Strongly Agreed’ to the statement within the first survey in the Delphi Consensus Study. It includes all free text data written by people who did not ‘Agree’ or ‘Strongly Agree’ to the statement. The free text data were used to refine the statements that did not reach consensus, for use in the second round of the Delphi study.
DOI: 10.6084/m9.figshare.26798826.v1
title: Additional file 4 of Activation of the yeast Retrograde Response pathway by adaptive laboratory evolution with S-(2-aminoethyl)-L-cysteine reduces ethanol and increases glycerol during winemaking

description: Additional file 4: Statistics of mapping, accession numbers, and unique SNPs and InDels for the five evolved strains. Relevant mutations in RTG2 and LYS20/21 are indicated in bold.
DOI: 10.6084/m9.figshare.28333646.v1
title: Supplemental Data for: Manipulating Predictive Focus Improves the Taste Appreciation of Coffee

description: A summary of all responses to the questionnaires used in the article "Manipulating Predictive Focus Improves the Taste Appreciation of Coffee."
DOI: 10.17632/4c8fmsyh4g
title: LINF_180016000

description: Calpain-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.6084/m9.figshare.14748915.v1
title: Mesmerize volumetric zebrafish dataset

description: Zebrafish volumetric calcium imaging dataset analyzed in Mesmerize and provided as a Mesmerize Project.<br>The file will decompress into 47.5GB.<br>decompress using pigz:<br><code>`pigz -dc zfish_proj.tar.gz | tar xf -`</code><br>If you cannot install pigz use tar, but it will be much slower:<br><code>`tar xvzf zfish_proj.tar.gz`</code><br>For information on Mesmerize please see:https://github.com/kushalkolar/MESmerize<br><br>For information on how the dataset is organized please see:http://docs.mesmerizelab.org/en/master/user_guides/general/misc.html#project-structure<br><br>Raw data was provided by Martin Haesemeyer from their paper: Haesemeyer M, Robson DN, Li JM, Schier AF, Engert F. A Brain-wide Circuit Model of Heat-Evoked Swimming Behavior in Larval Zebrafish. Neuron. 2018 May 16;98(4):817-831.e6. doi: 10.1016/j.neuron.2018.04.013. Epub 2018 May 3. PMID: 29731253; PMCID: PMC5985529.<br>Please note: The Mesmerize dataset provided here is not related to the analysis from their paper. It is merely a basic re-analysis of the raw data that was used for their paper.
DOI: 10.6084/m9.figshare.23599797.v1
title: MIMIC data

description: MIMIC data
DOI: 10.6084/m9.figshare.26490382.v1
title: <b>Exploring Timbre Latent Spaces: Motion-Enhanced Sampling for Musical Co-Improvisation</b>

description: Datasets referring to the experiments in the article: <b>Exploring Timbre Latent Spaces: Motion-Enhanced Sampling for Musical Co-Improvisation</b><b>Abstract:</b>This article investigates sampling strategies in latent space navigation to enhance co-creative music systems, focusing on timbre latent spaces. Adopting Villa-Rojo's ``Lamento'' for tenor saxophone and tape as a case study, we conducted two experiments. The first assessed traditional corpus-based concatenative synthesis sampling within the RAVE model's latent space, finding that sampling strategies gradually deviate from a given target sonority while still relating to the original morphology. The second experiment aims at defining sampling strategies for creating variations of an input signal, namely parallel, contrary, and oblique motions. The findings expose the need to explore individual model layers and the geometric transformation nature of the contrary and oblique motions that tend to dilate the original shape. The findings highlight the potential of motion-aware sampling for more contextually aware and expressive control of music structures via CBCS.
DOI: 10.6084/m9.figshare.28748687.v1
title: Supplementary Material for: Clinical Response to Cat Allergen in a Mobile Compared to a Fixed Naturalistic Exposure Chamber™

description: Introduction: The Red Maple Trials Naturalistic Exposure Chamber™ (NEC™) is a fixed, live-cat exposure chamber wherein allergen shed from two resident cats is aerosolized using a modified robot vacuum. The EnviroMini™ is a portable allergen exposure tent, in which allergen (Fel d 1, primarily) from milled cat hair is aerosolized in a similar manner. This is a single-centre validation study designed to compare the allergic response to cat antigen provocation in the EnviroMini to the response in the previously validated NEC. 

Methods: Eight cat allergic subjects were randomized to undergo sequential 2-hour allergen challenges in the EnviroMini and the NEC, 28 or more days apart. A modified robot vacuum aerosolized cat allergen in both chambers. Airborne Fel d 1 was measured using ELISA. Nasal, ocular and chest symptoms were recorded every 10 minutes and spirometry every 20 minutes. Challenges were stopped and not repeated if FEV1 fell &gt;20% of baseline during the exposure.

Results: Fifteen subjects completed at least one challenge and eight completed both (“per-protocol”). Mean Total Nasal Symptom Score (TNSS) averaged over the last 30 minutes (“plateau”) was not significantly different between the EnviroMini and NEC (paired t-test, p=0.16; mean (SE) 6.1 (1.2) and 4.5 (0.6), EnviroMini and NEC, respectively). There was no difference in FEV1 change between the two challenges (p= 0.90). The same results were found for all subjects as for the per-protocol group. TNSS plateau was not correlated with Fel d 1 exposure, and there was no difference in average Fel d 1 concentrations between the chambers (EnviroMini: 55; NEC: 54 ng/m3).

Conclusion: The EnviroMini offers comparable cat-allergen exposure and nasal and respiratory responses to the NEC. Its portability facilitates expansion to multi-site chamber studies for clinical validation of allergy therapies. Future work could expand its capabilities to other aeroallergens.
DOI: 10.6084/m9.figshare.28815347.v1
title: Privileging noden van Verpleegkundig Specialisten in een universitair ziekenhuis: een vragenlijst [<b>Clinical privileging needs of Advanced Practice Nurses in an academic hospital: a survey study</b>]

description: The evolving healthcare environment necessitates the integration of Advanced Practice Nurses in health care to meet the complex needs of patients. However, Advanced Practice Nurses may work in a so-called complementary, blended or substation role to physicians. In a complementary role the care focus is on nursing care with no or very limited need for medical care. In a substitution role, the care focus is largely on medical patient needs. APN in a blended role have a more balanced focus on nursing and medical care.Due to the medical focus, medical tasks are shifted to APNs in a substitution role. However they are not able to work to their full scope of practice due to legal restrictions. There is a growing awareness at the federal Belgian level and therefore in several federal working groups task differentiation, task delegation and task shifting are currently discussed. One of the options to implement these task shifting options is to privilege Advanced Practice Nurses after careful credentialing to work autonomously. At this moment it is unclear for which Advanced Practice Nurses, in which roles (complementary, blended or substitution), which potential privileges are needed to contribute to a more effective and qualitative care management.We aimed to identify the need for specific privileges for all Advanced Practice Nurses at the University Hospitals Leuven. A single-centre descriptive cross-sectional survey, with a self-developed questionnaire was send electronically to all Advanced Practice Nurses.The study findings will inform the need for development of appropriate credentialing and privileging processes, ensuring optimal utilization of APNs’ and physicians’ time and fostering improved patient outcomes.
DOI: 10.17632/vz74g3m6v8
title: Dataset of Conventional Enjera Baking Mitad for Mekelle city (Ethiopia)

description: The data is taken from existing Mitad with specification single type 2.0 cm thickness and operated with 3.52 kW power supplies. The heat up, baking and idle time of this mitad is analyzed below using the collected data from Mekelle university injera cooking room (kitchen) and Mekelle city injera supplier. These data are collected for 10 cycles and for 5 Mitad, within these data baking time and idle time have been recorded. And also another data for 5 days from 5 mitad the heat up time have been recorded and total time for corresponding number of injera have been recorded and the average total time required to bake a single injera is calculated. Using these data, the average heat up time, baking time and idle time are calculated.
DOI: 10.17632/xgyry64sp8
title: Global value chains participation and pollution emissions? Theory and evidence from Chinese enterprises

description: The current folder contains all the code and data files that were used for obtaining the results of the paper "Global value chains participation and pollution emissions? Theory and evidence from Chinese enterprises", by Geng Huang, Xi Lin and Ling-yun He.

Participation in global value chains (GVC) is vital for economic growth and can impact environmental sustainability. This study constructs a theoretical model which incorporates enterprise’s behavior of pollution emissions and uses instrumental variable regressions to examine the environmental effects of GVC integration on enterprises. Specifically, this paper employs micro-level data from China for empirical analysis and measures the degree of enterprise’s embedding in GVC. Our results indicate that deeper GVC integration reduces both pollution emissions and intensity. Besides, GVC participation can affect enterprise’s pollution emission through abatement investment effect, technical effect and scale effect. While GVC participation may increase emissions due to higher production, it enhances technological capabilities and investment in pollution control, which reduces net emissions. Furthermore, since energy efficiency is another important aspect of enterprise’s environmental performance, we also examine the relationship between GVC integration and energy efficiency. We find that GVC integration improves enterprises’ energy efficiency, underscoring its positive ecological impact. Overall, GVC participation promotes sustainable practices, indicating that it is a strategic approach for enterprises seeking to balance economic and environmental goals. As GVC participation continues to expand globally, its influence on fostering sustainable industrial practices will become increasingly significant, making it a crucial area for future research and policy development.