cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/gpkbndny9y.1
title: An algorithm for weak covariance controllability: MATLAB Code

description: This algorithm is associated with the paper entitled "A class of nonlinear observers with controllable covariance" by Shakouri et al. that is currently under review. This algorithm comprises a number of recursive steps to construct a controllability matrix $R_k$ for the covariance elements as well as state variables of an LTI system with a linear measurement model when the proposed state-dependent Luenberger-like observer is used.
DOI: 10.17632/kdn5v76wb3.2
title: Synthetic COVID-19

description: Synthetic COVID-19 dataset, including 1186 chest CT images These data come from ‘Deep Learning for COVID-19 chest CT (computed tomography) image analysis’ The deep learning model used in the paper is CycleGAN, and the classification experiment is used to test the usability of the Synthetic COVID-19 dataset
DOI: 10.17632/skm88ynyhv.1
title: An elbow exoskeleton for haptic feedback made with a direct drive hobby motor

description: A direct-drive motor is one of the simplest mechanisms to cause a mechanical joint to move. Specifically, a brushless direct current (BLDC) motor with no gearing produces a low parasitic torque due to its backdrivability and low inertia, which is ideal for some applications such as wearable systems. While capable of operating with a higher power density than brushed motors, BLDC motors require accurate position feedback to be controlled via vector control at slow speeds. The MotorWare™ library from Texas Instruments (TI), which is designed to run with a C2000 microcontroller, is written to run BLDCs. However, the code was written to run the motor continuously with an incremental encoder and requires further engineering to be used at low speeds, for example, in an exoskeleton. In this paper, we provide custom code to modify the software provided by TI so that the motor can provide a controlled torque at low speeds, code to enable the microcontroller to communicate with a computer for high-level commands and data storage, and procedures to build the hardware for a simple arm exoskeleton that can provide haptic feedback to the wearer. The supplementary design files included are: 1) CAD_Files.zip, 2) CCS_codes.zip, 3) Frame_drawings.pdf, and 4) Processing_codes.zip.
DOI: 10.17632/9bsv2rpbvh.2
title: Artificial intelligence in melanoma: a review

description: Supplementary Figure 1: Flowchart of systematic review on artificial intelligence in melanoma
DOI: 10.17632/t7w24hsxsd.1
title: Monthly precipitation δD at Zhangye

description: Monthly precipitation δD at Zhangye during 2008-2012.
DOI: 10.17632/skm88ynyhv.2
title: An elbow exoskeleton for haptic feedback made with a direct drive hobby motor

description: A direct-drive motor is one of the simplest mechanisms to cause a mechanical joint to move. Specifically, a brushless direct current (BLDC) motor with no gearing produces a low parasitic torque due to its backdrivability and low inertia, which is ideal for some applications such as wearable systems. While capable of operating with a higher power density than brushed motors, BLDC motors require accurate position feedback to be controlled via vector control at slow speeds. The MotorWare™ library from Texas Instruments (TI), which is designed to run with a C2000 microcontroller, is written to run BLDCs. However, the code was written to run the motor continuously with an incremental encoder and requires further engineering to be used at low speeds, for example, in an exoskeleton. In this paper, we provide custom code to modify the software provided by TI so that the motor can provide a controlled torque at low speeds, code to enable the microcontroller to communicate with a computer for high-level commands and data storage, and procedures to build the hardware for a simple arm exoskeleton that can provide haptic feedback to the wearer. The supplementary design files included are: 1) CAD_Files.zip, 2) CCS_codes.zip, 3) Frame_drawings.pdf, and 4) Processing_codes.zip.
DOI: 10.17632/mfmyhxndfy.1
title: Symmetric (half) Kronecker product, vectorization, and matricization: MATLAB codes

description: This dataset includes the following MATLAB functions: 1- Symmetric Kronecker product between two matrices A and B: C=skron(A,B). 2- Symmetric vectorization operator of a symmetric matrix S: s=svec(S). 3- Symmetric matricization operator of a n(n+3)/2-dimensional vector v: S=smat(s). 4- The commutation matrix: Kgen(n,m). 5- The Q matrix needed for symmetric operations: Qgen(n). Note: The codes of function "Qgen.m" are derived from the link mentioned in the references that is provided for public use in a comment by David Goodmanson on 17 Oct 2017.
DOI: 10.17632/c2mcxfw5m5.1
title: Non-obese T2DM Machine Learning Analysis

description: National Family Health Survey-4 (NFHS-4): The NFHS-4 datasets were downloaded from The Demographic & Health Surveys (DHS) Program website (https://www.dhsprogram.com/) and prepared for final analysis. The final version has been uploaded here only. Clinical, Anthropometric and Biochemical (CAB) Survey 2014: The CAB Survey 2014 dataset was downloaded from the Open Government Date (OGD) Platform India website (https://data.gov.in/)..The final version prepared after cleaning has been uploaded here. Community Health Cohort: The community health cohort included 714 subjects (257 males and 457 females) recruited from a community-based Metabolic Health Screening Program named “From Food to Nutrition Security” [Sarkar J, Maity SK, Sen A, Nargis T, Ray D, Chakrabarti P (2019) Impaired compensatory hyperinsulinemia among nonobese type 2 diabetes patients: a cross-sectional study. TherAdvEndocrinolMetab 10:204201881988902. http://doi:10.1177/2042018819889024]. 221 treatment naive T2DM patients and 493 healthy controls were recruited for blood sample collection and anthropometric measurements (Height, Weight and Waist Circumference).
DOI: 10.17632/c2mcxfw5m5.2
title: Non-obese T2DM Machine Learning Analysis

description: National Family Health Survey-4 (NFHS-4): The NFHS-4 datasets were downloaded from The Demographic & Health Surveys (DHS) Program website (https://www.dhsprogram.com/) and prepared for final analysis. The final version has been uploaded here only. Clinical, Anthropometric and Biochemical (CAB) Survey 2014: The CAB Survey 2014 dataset was downloaded from the Open Government Date (OGD) Platform India website (https://data.gov.in/)..The final version prepared after cleaning has been uploaded here. Community Health Cohort: The community health cohort included 714 subjects (257 males and 457 females) recruited from a community-based Metabolic Health Screening Program named “From Food to Nutrition Security” [Sarkar J, Maity SK, Sen A, Nargis T, Ray D, Chakrabarti P (2019) Impaired compensatory hyperinsulinemia among nonobese type 2 diabetes patients: a cross-sectional study. TherAdvEndocrinolMetab 10:204201881988902. http://doi:10.1177/2042018819889024]. 221 treatment naive T2DM patients and 493 healthy controls were recruited for blood sample collection and anthropometric measurements (Height, Weight and Waist Circumference).
DOI: 10.17632/42z69y3v35.1
title: Species-specific evolution of Ebola virus during replication in human and bat cells
DOI: 10.17632/dz3h4kfzj3.2
title: Uromodulin:HbA1c ratio in detection of diabetic nephropathy

description: UHR in DN. Excel sheet containing the blinded master chart.
DOI: 10.17632/y6h8mskf2w.1
title: efficiencies

description: The efficiencies of 29 provinces in China
DOI: 10.17632/tv5y7xt9fb.5
title: Boron isotopes in tourmaline from hydrothermal ore systems

description: A new compilation of published data on the boron isotope composition of hydrothermal tourmaline is presented here. The database is provided in the excel file (Trumbull_etal_B-isotopes_Tourmaline_OreDeposits.xlsx) and contains ca. 4000 boron isotope analyses of tourmaline gathered from 57 publications (see References.docx), as well as additional information about the deposit, host rocks, age and temperature of the mineralization, particulars of tourmaline occurrence, etc. The file permits filtering based on the data and all other attributes. Some filter options that may be useful are: “Publication”, “Deposit category”, “Country”, “Tourmaline host category”, “Tourmaline origin”, “Fluid source”, “Zoning”, “Mineralization”. It is important to note that the article linked to this database (“Application of boron isotopes in tourmaline to understanding hydrothermal ore systems” by Trumbull et al.; doi: https://doi.org/10.1016/j.oregeorev.2020.103682) discusses only tourmaline designated as “Hydrothermal” or “Hydrothermal?” in the database and reported in ISI-listed, English-language publications. This selection resulted in a total of 2622 d11B values reported in 49 publications. Cite this dataset Trumbull, Robert B.; Codeço, Marta S.; Jiang, Shao-Yong; Palmer, Martin R.; Slack, John F. (2020), “Boron isotopes in tourmaline from hydrothermal ore systems”, Mendeley Data, V4, doi: 10.17632/tv5y7xt9fb.4 Cite the article: Trumbull, Robert B.; Codeço, Marta S.; Jiang, Shao-Yong; Palmer, Martin R.; Slack, John F. (2020), “Boron isotope variations in tourmaline from hydrothermal ore deposits: A review of controlling factors and insights for mineralizing systems”, Ore Geology Reviews, 125: 103682, doi: https://doi.org/10.1016/j.oregeorev.2020.103682
DOI: 10.17632/z5zw9v3d7k.1
title: Data for: To assess the efficacy of a vein visualizing device in patients at risk of difficult phlebotomy

description: This is data of the veins counted by phlebotomist on difficult for intravenous (IV) access. They are the children, obese and patients admitted for frequent IV medications like those with severe infections or on chemotherapy +++++++++++
DOI: 10.17632/p9cr9x24bw.1
title: Microbenthos of subarctic intertidal beaches with different morphodynamics

description: Diversity and composition of benthic diatom algae and ciliates were studied at several beaches along the White and Barents seas, from highly exposed, reflective beaches with coarse-grained sands to sheltered, dissipative silty-sandy flats. The data set adresses the objective to estimate the possible influence of the morphodynamic state and/or the sediment properties on the microbenthos (diatom algae and ciliates) of various high-latitude sandy beaches from the White and Barents Sea coasts.
DOI: 10.17632/pw6rj45hhn.1
title: GCC-Intangible assets-value relevance

description: The data describe the information about intangible assets and value relevance in GCC countries
DOI: 10.17632/dx253y99xz.1
title: Modelling of Parameters Affecting NACA 63-412 Airfoil Aerodynamic Performance by Artificial Neural Network Method

description: Data Sets For ANNs used in Modelling of Parameters Affecting NACA 63-412 Airfoil Aerodynamic Performance by Artificial Neural Network Method
DOI: 10.17632/cf9nzbvnfz.3
title: Supplementary material Table S2. The 39 PSTPIP1 variants found in the study.

description: *Possible misdiagnosed PAMI Each variant was classified by the ISSAID expert consortium and is accessible in the Infevers database. When missing, the classification was assessed according to American College of Medical Genetics guidelines. In silico prediction analysis of rare missense variants involved using MetaSVM, an ensemble score using a Support Vector Machine that integrates nine prediction scores and allele frequencies in the 1000 Genomes database (Dong et al. 2015). Abbreviations: AIDs, autoinflammatory diseases; CD, Crohn disease; CRMO, chronic recurrent multifocal osteomyelitis; ISSAID, International Society of Systemic Auto-Inflammatory Diseases; FMF, familial Mediterranean fever; PAC, pyoderma gangrenosum with acne and ulcerative colitis; PAMI, PSTPIP1-associated myeloid-related proteinemia inflammatory syndrome; PAPA, pyogenic sterile arthritis, pyoderma gangrenosum, and acne; PG, pyoderma gangrenosum; PAPASH; pyoderma gangrenosum, acne and suppurative hidradenitis with pyogenic arthritis; PASH, pyoderma gangrenosum, acne andsSuppurative hidradenitis; VUS, variant of uncertain significance.
DOI: 10.17632/bp8k3x6mwv.1
title: PA across SC&PSP

description: This data set contains the calculated version of variables. If it would be requested, I might share the raw version.
DOI: 10.17632/wfgtkykf2t.1
title: Data for: Thermal effects on flow and salinity distribution in coastal confined aquifers

description: This data set contains experimental data, the data of groundwater and seawater temperature along the global coastline and input files for the model used in the paper - Li Pu, Pei Xin, Thuy T. M. Nguyen, Xiayang Yu, Ling Li, D. A. Barry (2020). Thermal effects on flow and salinity distribution in coastal confined aquifers.
DOI: 10.17632/r3kjnm8472.2
title: data collection protocol_labour migrant’s linguodidactic modelling

description: The dataset describes and verifies the educational capacity of linguodidactic modelling in lunguocultural development of labour migrants. Linguodidactic modelling is considered to be an effective instrument of pedagogical portraiting of different labour migrant categories which improves the process of their language and culture education.
DOI: 10.17632/3zv3zxg6k3.1
title: COVID-19 Vaccine Tracker as on 11 Aug 2020

description: COVID-19 Treatments and Vaccines development
DOI: 10.17632/8m9ydb3wds.1
title: Iraqi RF data

description: RF data for 12 stations located in Iraq
DOI: 10.17632/9bk2r55286.1
title: Data for: Inter-protein residue covariation information unravels physically interacting protein dimers

description: Final ER-MSAs at different ASA thresholds
DOI: 10.5281/zenodo.3979784
title: Replication Package for the paper: Evaluating the Agreement among Technical Debt Measurement Tools: Building an Empirical Benchmark of Technical Debt Liabilities

description: This is the replication package for the Archetypal Analysis conducted in the paper "Evaluating the Agreement among Technical Debt Measurement Tools: Building an Empirical Benchmark of Technical Debt Liabilities" accepted at Springer's EMSE Journal. It contains: The dataset with TD measurements from three TD tools for 25 Java projects The dataset with TD measurements from three TD tools for 25 JS projects The script to run the Archetypal Analysis on the two datasets
DOI: 10.5281/zenodo.3966202
title: Replication Package for the paper: Evaluating the Agreement among Technical Debt Measurement Tools: Building an Empirical Benchmark of Technical Debt Liabilities

description: This is the replication package for the Archetypal Analysis conducted in the paper "Evaluating the Agreement among Technical Debt Measurement Tools: Building an Empirical Benchmark of Technical Debt Liabilities" accepted at Springer's EMSE Journal. It contains: The dataset with TD measurements from three TD tools for 25 Java projects The dataset with TD measurements from three TD tools for 25 JS projects The script to run the Archetypal Analysis on the two datasets
DOI: 10.17632/rgv6362xdj.1
title: Research Paper Dataset

description: FINANCIAL DEVELOPMENT, INSTITUTIONS AND ECONOMIC GROWTH IN SUB-SAHARAN AFRICA. Economic Growth (RGDP): Real GDP is expressed mathematically as: nominal GDP divided by GDP deflator (inflation). Financial Development Indicators: Credit to Private sectors as a percentage of GDP (DCPS), Broad money as a percentage of GDP (BMGDP) and The final measure of financial development is the new broad-base (NFDI) measure of financial development developed by IMF in 2016. It is a six-based index that measures the financial institution and financial market depth, access and efficiency. Voice and Accountability: it refers to the perception of how citizens of a country are free and allowed to take an active part in selecting their governments, the extent of freedom of expression, freedom of association and the independence of the media. Government Effectiveness: this measures the quality of public service, the competence of civil servants, the degree to which a government is free from political pressure, quality of bureaucracy, quality of public policy and government’s commitment ability to policies. Rule of Law: it measures the perceptions of people about the quality of contract enforcement, protection of property rights, societal respect for rules and regulations, the ability of the police and court to execute their duties in a free and fair manner as well as the probability of violence and crime. Control of Corruption: this measures the extent to which politicians, leaders and other people in public positions used power for their personal gains. Corruption takes many forms, not limited to bribes, favouritism, misuse of influence for personal gains and embezzlement. Regulatory Quality: it measures people's assurance and trusts that the government will formulate and implement sound policy regulations and activities that would promote private sector development. Polity2 Score: The last but not the least measure of institution used in this study is polity2 score developed by the Polity IV project. It is a 21-point scale ranging from -10 to 10 where the negative 10 indicate strong autocratic state and positive 10 indicating a strong democratic state. Gross Fixed Capital Formation as a percent GDP (GFCF): used GFCF as a proxy for domestic investment. Population Growth Rate (POP): this measures the rate of growth in the labour force. Population is expected to have either a negative or positive effect on growth. Therefore population increases could have a positive or negative effect on growth (Akinlo, 2016; Ferreira & Ferreira, 2016; Ofori-abebrese et al., 2017; Prowd, 2018). Openness to International Trade (TOT): openness to international trade refers to the sum of imports and exports as a percentage of GDP. Foreign direct investment (FDI) as percentage of GDP: this measures the amount of direct investment in an economy by a foreign national or group of foreign nationals. It is measured by dividing total amount of foreign invetment by gross domestic product(GDP).
DOI: 10.17632/w4ccgtw4pk.1
title: Original data of "Age-related trabecular bone loss is associated with a decline in serum Galectin-1 level in mice"

description: Original data of "Age-related trabecular bone loss is associated with a decline in serum Galectin-1 level in mice"
DOI: 10.17632/yhf3tv6nmd.2
title: Women and Property 1785-1789 All Female Transactions: 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. **Any transaction in 1784-1790 dataset that contained women ONLY and which had 2+ women named was manually extracted to a separate dataset. This was then revised to strip out transactions for 1784 & 1790, leaving transactions dated 1785-1789 only - REPRESENTED HERE. Excel and .csv versions provided.** ***This dataset does NOT include sole female transactions (mainly Wills - see separate dataset).***
DOI: 10.17632/y6h8mskf2w.2
title: efficiencies data

description: The efficiencies data of 29 provinces in China
DOI: 10.17632/j9ghpnjw9w.1
title: Learning Techniques of Nontraditional Students

description: These data were collected to study the learning techniques of nontraditional college students. The first study looked at the prevalence and correlations between different techniques (Study 1) . The second study used a similar sample, but added asking how students change their study habits across different situations.
DOI: 10.17632/gb7xwzxj6k.2
title: Data for: Action inhibition in individuals with high obsessive-compulsive trait of incompleteness: An ERP study.

description: Behavioural and ERP summary data sets and scripts Opensesame protocol of the experiment
DOI: 10.17632/rr5xf4p4j7.1
title: TBI

description: Data from a clinical study of two interventions including ice cap cooling and remote ischemic conditioning on stroke patients including GOSE and Marshall CT scan and Apache 2 and SOD and TTN F-alpha and interleukin 10 in four periods including admission time, 72 hours, 6 days and 28 days after admission.
DOI: 10.17632/rs36fndjhd.2
title: Conceptions of Engineering Students about Mathematics Assessment - Coding

description: Coding process of conceptions questionnaires.
DOI: 10.17632/42tk6rhk3t.1
title: Student Nurses’ Self-Assessed TB/HIV Coinfection Care Skill-Competence in Accra, Ghana

description: This data is on the Student Nurses’ Self-Assessed TB/HIV Coinfection Care Skill-Competence in Accra, Ghana
DOI: 10.17632/7fc4f8hhfk.1
title: Distribution of the dermatoscopic features of melanoma of trunk and extremities according to the anatomic sub-location

description: Detailed analysis of the clinical and dermatoscopic characteristics of 400 melanomas located on the trunk and extremities according to the precise anatomic sublocation. This was a retrospective study that included 400 dermatoscopic images of histopathologically diagnosed melanomas arising on six different anatomic sub-locations. The dermatoscopic images of the included tumors were evaluated for presence of predefined dermatoscopic criteria. Univariate and multivariate regression analyses were performed to identify significant correlations between dermatoscopic criteria and anatomic sub-locations. Regression structures (OR=1.80) and shiny white lines (OR=2.12) were significantly more frequent in melanomas located on the upper back, as compared to all other sub-locations. Negative pigment network (OR=2.51) was more frequent in melanomas located on abdomen. Irregular dots/globules (OR=2.25) and atypical vascular pattern (OR=2.09) were associated with the location of upper extremities. Melanomas on the lower extremities displayed irregular hyperpigmented areas (OR=3.18) and prominent skin markings (OR=6.00) more frequently as compared to all other sub-locations.
DOI: 10.17632/d6pp2vrrf5.2
title: Data for: Petrophysical and Geochemical Evaluation of Shales Using Magnetic Resonance T1-T2* Relaxation Correlation