cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/sfvtmrd8z9.2
title: PET2015UZ: Breast cancer preoperative 18 FDG-PET, cohort 2002-2008.

description: Data referred to in manuscripts: 
### Breast cancer preoperative 18FDG-PET, overall survival prognostic separation
# compared with the lymph node ratio.
# Vinh-Hung V, Everaert H, Gorobets O, Van Parijs H, Verfaillie G, Vanhoeij M,
# Storme G, Fontaine C, Lamote J, Perrin J, Farid K, Nguyen NP,
# Verschraegen C, De Ridder M.
# Breast Cancer. 2021 Jul;28(4):956-968. doi: 10.1007/s12282-021-01234-z
# PMID: 33689151
#
### Is there a utility of [18F]FDG-PET before surgery in breast cancer?
# A 15-years overall survival analysis.
# Perrin, Farid K, Van Parijs H, Gorobets O, Vinh-Hung V, Nguyen NP,
# Djassemi N, De Ridder M, Everaert H.
# World J Clin Oncol. Pending.

Code referred to in manuscript:
###  Lymph Node Ratio after Neoadjuvant Chemotherapy for Stage II/III Breast Cancer:
# Prognostic Value Measured with Gini’s Mean Difference of Restricted Mean Survival Times.
# Keam B, Gorobets O, Vinh-Hung V, Im SA.
# Cancer Informatics. 2021.
# doi: 10.1177/117693512110516  <== incorrect
# errata October 23, 2021, the correct DOI is:
# DOI: 10.1177/11769351211051675

File with the deidentified data: listpet2020jan31_anonym3.xlsx
The file contains SUV data for 36 patients.

Software file rankit_gmd_D-measure_04 contains R functions for use with the dataset:
rnkttb, computes scaled rankit transforms;
Dm, Royston-Sauerbrei measure of prognostic separation;
r2d, a measure of explained variation based on the D measure of separation;
r2n, Nagelkerke proportion of explained variation;
gmd, computes Gini's mean difference
DOI: 10.17632/hf5hd8w92f.1
title: DataDerm 2020 Audit - Mendeley Hyperlinks for The Completeness and Accuracy of DataDerm - The Database of The American

description: Mendeley Hyperlinks for: VanBeek M, Swerlick RA, Mathes B, Reeder MJ, Kaye T, Aninos A, Fitzgerald ME, Etkin CD, Jacobs JP. The Completeness and Accuracy of DataDerm™: The Database of The American Academy of Dermatology (AAD). J Am Acad Dermatol. 2021 Jun 11:S0190-9622(21)01128-2. doi: 10.1016/j.jaad.2021.06.024. Epub ahead of print. PMID: 34126095.
DOI: 10.17632/b53j8pgh7f.1
title: Publications

description: Abdel-Moneim is a Professor of Virology who holds professorships at the Taif University (Saudi Arabia) and Beni-Suef University (Egypt). Mapping of viral diseases of animals and humans is the driving force behind his research since finishing his PhD. His post-doctoral training was carried out in the Friedrich Loeffler Institute, Greifswald ,Insel Riems, Germany. He studied the use of baculovirus with mammalian expression systems for cloning infectious bronchitis virus N and S genes.

His team studied molecular evolution of avian influenza and infectious bronchitis viruses in Egypt and added new insights into the epidemiology and evolution of the H5N1 influenza virus, since they discovered the first report of H5N1 in equine species. In addition, they reported the circulation of H7 and H9 in Egypt all-over the country.

Since his arrival at the Taif University, he worked on molecular diagnosis and diagnostic markers of viral diseases. His team in Saudi Arabia and Egypt recorded new reports in both countries for human bocavirus, respiratory syncytial virus, influenza virus and rotavirus as well as coronaviruses. His team recorded the existence of considerable ratio of HBoV in colorectal cancer and in the normal blood donors highlighting its possible risk factor for colorectal cancer and blood transfusion.

Pathogen-host interaction was among the research interest of Prof. Abdel-Moneim, and his team recorded high rate of spontaneous recovery from HCV among Saudi nationals and studied the role of platelets in the pathogenesis of liver cirrhosis in schistosomiasis and hepatitis C.

He is one of the editorial board of many virology journals of human and animals as well   as an ad hoc reviewer for a number of international scientific peer review journals. He is a member of different societies of Virology and the founder of the World Society for Virology. He supervised many predoctoral and postdoctoral scientists from Egypt.
DOI: 10.17632/d6zyzjmdvs.1
title: Nour dataset

description: Clinical data and image analysis
DOI: 10.17632/z2dmvvpkg9.1
title: Producción científica de los investigadores/as afiliadas a la Universidad de Málaga

description: Base de datos con la producción científica de los investigadores/as afiliadas a la Universidad de Málaga. Título y año de cada publicación.
DOI: 10.17632/x5zf7pmhfm.1
title: Supplemental Table: Medicaid Onychomycosis medication coverage per state

description: Supplemental Table
DOI: 10.17632/8zy6pr47mr.1
title: Collection of sequences of Rhodococcus genetic parts

description: Collection of sequences of Rhodococcus genetic parts consists of the following items:
Table S1. Replicons used for Rhodococcus plasmid vector construction 
Table S2. Selectable markers used in Rhodococcus 
Table S3. Promoter regions used in Rhodococcus
Table S4. Elements for transcription termination used in Rhodococcus
Table S5. Reporter proteins used in Rhodococcus
Genetic parts are supplied with short description of their properties and references to original reports.
Detailed description of the properties will be provided in the coming soon review article.
Please, visit https://www.researchgate.net/project/Genetic-parts-for-Rhodococcus-at-your-fingertips-curated-collection-of-sequences-and-properties
for updates.
DOI: 10.17632/zrvcd3pdtr.1
title: Quantitative Dataset (Faith Conversions in Pakistan)

description: This is the raw data on the status of those non-Muslims that converted to Islam in Sindh over the past few decades. The sources, included conversion certificates, registers of the converts maintained by religious clerics, audio and video interviews, court judgements, petitions filed by neo converts against their parents, CNICs, Marriage certificates etc.  The data was gathered by Ghulam Hussain, Senior Research Officer at the Institute of Policy Studies (IPS), Islamabad.
DOI: 10.17632/46995sygcd.1
title: Stigma toward Mentally Ill Defendants

description: This study examined the influence of mental illness on mock juror decisions in a criminal case.
DOI: 10.17632/w4rj7jrfkt.2
title: Aerosol methansulfonic acid (MSA) over coastal East China Sea and the Gulf of Aqaba

description: The major contents of this dataset are mass concentrations of aerosol methansulfonic acid (MSA), non-sea-salt sulfate (nss-SO42–), sodium (Na+) and nitrate (NO3–) over coastal East China Sea (Huaniao Island) and the Gulf of Aqaba. These data were obtained by offline sampling and ion chromatography determination. The sampling time of each sample is also given in this dataset. Other parameters include the air mass retention ratio over the land (R_L), marine air mass retention ratio within the boundary layer (R_B), air mass exposure to chlorophyll a (AEC), and averaged meteorological parameters along trajectories including relative humidity, temperature, boundary layer height (harmonic mean) and wind speed (along trajectories over oceanic region only). The MATLAB code for calculating AEC is also given.
DOI: 10.17632/w7tbwv47kh.1
title: CAC

description: CAC Data Sheet
DOI: 10.17632/35rgw9xm7b.1
title: EREON

description: EREON (Ets-Related European ONtology) is an ontology conceptualizing domains related to the European ETS (Emissions Trading System). The ETS-related ontology concerns a multi-disciplinary domain spanning from the societal system to the environment, the production system, the market, the low-carbon technologies, and the energy. This is reflected in EREON’s core structure, i.e., the EREON upper level ontology, that consists of a few foundational ETS-related concepts (upper level or meta-concepts) as semantic hooks for the various domains to cover. Starting from these base concepts, an incremental and collaborative ontology building process can be put in place through extension operations, i.e., meronimy (e.g., the chemical sector is part of the Emissions Trading System) and specialization (e.g., the Iron & Steel Industrial Sector is an ETS Sector) relationships. 
The foundational concepts have been grouped in three views. Namely, the contextual view is to represent the status of ETS-related entities to be used for collection, integration and sharing of ETS-related data coming from different sources. The scenario view is to represent possible temporal evolutions of such entities, which can be obtained by applying scenarios-based models from societal, economic, energetic and environmental studies. The policy making view is to represent the policy definition processes and policies evaluation through qualitative and quantitative analyses. It should be noted that these views are not disjoint and, consequently, overlapping exists, consisting in a set of merging concepts (e.g., stakeholder, impact) and connecting together the different scopes of the ontology.

References:
- Cecilia Camporeale, Antonio De Nicola, Maria Luisa Villani: Semantics-based services for a low carbon society: An application on emissions trading system data and scenarios management. Environ. Model. Softw. 64: 124-142. https://doi.org/10.1016/j.envsoft.2014.11.007 (2015)
- Umberto Ciorba, Antonio De Nicola, Stefano La Malfa, Tiziano Pignatelli, Vittorio Rosato, Maria Luisa Villani: Towards ontological foundations of knowledge related to the emissions trading system. EDBT/ICDT Workshops 2013: 256-261. https://doi.org/10.1145/2457317.2457359
- Cecilia Camporeale, Antonio De Nicola, Vittorio Rosato, Maria Luisa Villani, Umberto Ciorba: Semantic Modeling of the Emissions Trading System. DEXA Workshops 2013: 259-263 (https://doi.org/10.1109/DEXA.2013.35)
DOI: 10.17632/v2mbrf92fd.1
title: Raman spectroscopy: a new high-performance method to detect the properties of traditional Chinese medicines 

description: In this study, we aim to develop a novel, high-efficiency classification system, using Raman spectroscopy and machine learning-learning-based models, to determine the properties of traditional Chinese medicines.
DOI: 10.17632/8cz4yn3662.1
title: Suppl. Table, Cutaneous T-Cell Lymphoma and Pregnancy: Great Uncertainty and an Appeal for Prospective Clinical Research

description: Cutaneous T-Cell Lymphoma and Pregnancy: Great Uncertainty and an Appeal for Prospective Clinical Research
Tessa M LeWitt BS1*; Christina J Walker MD1*; Maria L Espinosa MD1; Christopher Chung BS1; Xiaolong (Alan) Zhou MD1, MSc; Joan Guitart MD1
1 Department of Dermatology, Northwestern University Feinberg School of Medicine, Chicago, IL. 
Supplemental Table: CTCL/LPD treatment options and pregnancy, breastfeeding, fertility considerations. *Background risk of major birth defects in the United States is 2-4%. Background risk of miscarriage in the United States is 15-20%. NA= not assigned.
DOI: 10.17632/v9gwtdkbr2.1
title: Counterproductive work behavior and Task Performance: Moderating Role of Self-Efficacy

description: This study was conducted to examine the mediating role of workplace envy in the relationship between employees' counterproductive work behavior and task performance in Pakistan's banking sector. Data was acquired from 269 people using web-based survey and questionnaires were measured on a five-point liker scale. For data analysis, SMART PLS was used to check reliability, correlation, and regression. The findings show CPWB has a significant relationship with task performance (β=0.284, p=0.000). Results of this research also confirmed the function of workplace envy in mediating the relationship between CPWB and task performance (β=0.147, p = 0.021). In contrast, self-efficacy was employed as a moderator to reach the desired level of performance (β=0.183, p = 0.000). As a result, companies should employ this crucial psychological skill of self-efficacy to deal with the negative aspects of unproductive work behavior and workplace envy in order to achieve overall organizational success. Discussion of the significance of these findings and recommendations for future research are suggested.
DOI: 10.17632/h9fs7888bh.1
title: The reconstructed GOSAT Level 3 CO2 data with a resolution of  2.5°×2.5° using bicubic

description: This data shows the distribution of global CO2 concentration. Its spatial coverage is from 60° S to 60° N, and the data resolution is 0.5° × 0.5°. The data was generated by reconstructing GOSAT Level 3 V02.95 (Bias corrected) products using bicubic interpolation.  The GOSAT Level 3 V02.95 (Bias corrected) products can be obtained from https://data2.gosat.nies.go.jp/index_ja.html. Compared with the original data, the reconstructed data resolution has been increased from 2.5° to 0.5° without a large loss of accuracy. The data format is NetCDF, and the data field XCO2 is CO2 concentration data.
DOI: 10.17632/dsskrx82d7.2
title: An NSGA-III based algorithm for urban land use planing_Codes

description: The attached files contain the developed codes for an improved algorithm based on NSGA-III for solving the Urban land-use planning problem. Moreover, a readme file shows the requirement of codes and how to run it.
DOI: 10.17632/f698fvj2ts.1
title: Room chemical bath temperature deposition of Mn:FeOOH on BiVO4 photoanode to enhance water oxidation

description: The data is all the original data of this article, and the original data of each picture can be found from the folder.
DOI: 10.17632/bsgrrzxsnp.1
title: Indonesia Lending Fintech Dataset

description: Data obtained directly from Fintech companies in Indonesia which is original data from user behavior in credit.
DOI: 10.17632/n4tp5zgygh.1
title: Professor Keshab Chandra Mondal

description:  * Production and applications of microbial enzymes for valorization of low cost agro-industrial residues is a novel concept in present day biotechnological process. A group of microbial enzymes including amylase, cellulases, keratinase, tannase, glutaminase has produced and applied in different fields. Biofuel including ethanol and butanol, oligosaccharides, oligopeptides, etc are unique products of microbial enzyme treatments.
* Traditional fermented foods are the mine of nutraceutical and very popular worldwide. The traditional process has scientifically standardized to make these food more hygienic and attractive for consumers. The concept of 'beneficial food'  has also validated in experimental model animals. The healthy food grade microbes from these foods are characterized and explored as probiotic organisms and their efficacy have been tested to ameliorate different life-style related diseases.
* Antimicrobial peptides are now highlighted as an effective alternative of commercial antibiotics. A group of antimicrobial peptides from microbes and insects have isolated, characterized and identified their mode of action to make them suitable for clinical applications.
DOI: 10.17632/752kf8xfdf.1
title: WARO CROP SEEDLING RESEARCH 

description: The scarcity of rainfall and Drought affects our lives in many different ways Drought can reduce both water availability and water quality necessary for productive farms, ranches, and grazing lands, resulting in significant negative direct and indirect economic impacts to the agricultural sector.
Drought presents challenges for dairy farmers and can impact their livelihood. Drought can increase the price of feed, water and other farming costs, placing financial and emotional pressure Drought can also contribute to insect outbreaks, increases in wildfire and altered rates of carbon, nutrient, and water cycling—all of which can impact agricultural production, critical ecosystem functions that underpin agricultural systems, and the livelihoods and health of farming communities..
DOI: 10.17632/99yz9ndym5.1
title: Raytracing simulations

description: Raytracing simulations for OLED
DOI: 10.17632/r8nzht4kjg.1
title: Absorption and emission spectra data

description: Absorption in the visible light spectrum for Irgacure 784 and camphorquinone photoinitiators and the emission spectra for an OLED microdisplay.
DOI: 10.17632/35gf4sjxmb.1
title: Conserved and divergent features of neuronal CaMKII holoenzyme structure, function, and high-order assembly

description: Neuronal CaMKII holoenzymes (α- and β-isoforms) enable molecular signal computation underlying learning and memory, but also mediate excitotoxic neuronal death. Here, we provide a comparative analysis of these signaling devices, using single particle EM in combination with biochemical and live-cell imaging studies. In the basal state, both isoforms assembled mainly as 12-mers (but also 14-mers, and even 16-mers for the β-isoform). CaMKIIα and β-isoforms adopted an ensemble of extended activatable states (with average radius of 12.6 versus 16.8 nm, respectively), characterized by multiple transient intra- and inter-holoenzyme interactions associated with distinct functional properties. The extended state of CaMKIIβ allowed EM analysis to directly resolve intra-holoenzyme kinase-domain dimers that could enable the cooperative activation mechanism by calmodulin, which was found for both isoforms. Surprisingly, high-order CaMKII clustering mediated by inter-holoenzyme kinase-domain dimerization was reduced for the β isoform for both basal and excitotoxicity-induced clusters, both in vitro and in neurons.
DOI: 10.17632/9vxg48vzd5.1
title: Chamriz

description: Daily discharges of the Kor River at the Chamriz station.
DOI: 10.17632/pmtgvv59k4.15
title: Golden Droplets Episodes

description: Excel and other file sources for the Golden Droplets series
DOI: 10.17632/xxt6mc2pk7.1
title: Data for: Expression of Epidermal Growth Factor Receptor (EGFR) in the Serum of  Patients with Breast Carcinoma: Prognostic Analysis

description: SPSS file containing data of included 206 patients
DOI: 10.17632/mmg7jz5587.1
title: Data for Encapsulated actomyosin patterns drive cell-like membrane shape changes

description: Data for Encapsulated actomyosin patterns drive cell-like membrane shape changes
DOI: 10.6084/m9.figshare.16869365.v1
title: 2019_PotterTowerData_OutputSummary

description: This is a pdf output of the R code used to analyze the data set from 2019 on the effects of pesticides on honey bees using a Potter Spray Tower. All outputs of statistical tests are represented in this document. Analyses of results are presented in the corresponding article.
DOI: 10.6084/m9.figshare.16869365
title: 2019_PotterTowerData_OutputSummary

description: This is a pdf output of the R code used to analyze the data set from 2019 on the effects of pesticides on honey bees using a Potter Spray Tower. All outputs of statistical tests are represented in this document. Analyses of results are presented in the corresponding article.
DOI: 10.17632/gf7hsh932v.2
title: Dataset for: Remote testing of the familiar word effect with non-dialectal and dialectal German-learning 1-2-year-olds

description: Abstract of the study: Variability is pervasive in spoken language, in particular if one is exposed to two varieties of the same language (e.g., the standard variety and a dialect). Unlike in bilingual settings, standard and dialectal forms are often phonologically related, increasing the variability in word forms (e.g., German Fuß ‘foot is produced as [fuːs] in Standard German and as [fu͡əs] in the Alemannic dialect). We investigate whether dialectal variability in children’s input affects their ability to recognize words in Standard German, testing non-dialectal vs. dialectal children. Non-dialectal children, who typically grow up in urban areas, mostly hear Standard German forms, and hence encounter little segmental variability in their input. Dialectal children in turn, who typically grow up in rural areas, hear both Standard German and dialectal forms, and are hence exposed to a large amount of variability in their input. We employ the familiar word paradigm for German children aged 12 to 18 months. 
Since dialectal children from rural areas are hard to recruit for laboratory studies, we programmed an App that allows all parents to test their children at home. Looking times to familiar vs. non-familiar words were analyzed using a semi-automatic procedure based on neural networks. Our results replicate the familiarity preference for non-dialectal German 12-18-month-old children (longer looking times to words vs. non-familiar words). Non-dialectal children in the same age range, on the other hand, showed a novelty preference. One explanation for the novelty preference in dialectal children may be more mature linguistic processing, caused by more variability of word forms in the input. This linguistic maturation hypothesis is addressed in Experiment 2, in which we tested older children (18-24-month-olds). These children, who are not exposed to dialectal forms, also showed a novelty preference. Taken together, our findings show that both dialectal and non-dialectal German children recognized the familiar Standard German word forms, but their looking pattern differed as a function of the variability in the input. Frequent exposure to both dialectal and Standard German word forms may hence have affected the nature of (prelexical and/or) lexical representations, leading to more mature processing capacities.

The present dataset contains the experimental stimuli and raw data.
DOI: 10.17632/6d7r874jtz.1
title: 2021 JSP UK Service Sector Sustainable Device Selection Survey Data

description: Conducted online in 2021 in accordance with ESOMAR principles, the survey data captures responses from 250 people employed in decision making managerial roles with the United Kingdom service sector, employed by commercial companies of 250+ people or the public sector. The eight questions are designed to determine end user computing device selection criteria, the importance of product carbon footprint to this process and post purchase greenhouse gas emissions reporting behaviours. The survey data has the potential to be used to improve practices related to sustainable information technology procurement and product life cycle management within the country’s largest employment sector that is subject to associated policy and legislation.
DOI: 10.17632/2d3kr8zynf.1
title: Arbovirus clinical data, Brazil, 2013–2020

description: This data set has pre-processed data from SINAN throughout Brazil between the years 2013 to 2020, containing sociodemographic, clinical, and laboratory information on Dengue and Chikungunya patients, as well as suspected patients who were confirmed to have neither illnesses. This dataset is in a single CSV file that can be filtered through the CLASSI_FIN attribute, which is divided into three types: "Dengue", "Chikungunya", "Discarded/Inconclusive".
DOI: 10.17632/9k2fdf8mkz.1
title: Ibrahim M. Mahdi data base

description: The database is mainly concerned by my researches in construction project management. The majority of the research relied on decision support system approaches and techniques.  They include project delivery, planning for repetitive project's nature, value engineering study, evaluation, and selection process, and other issues as indicated in my database.
DOI: 10.17632/zwb6njryf6.1
title: Data Penjualan SPBUN Bulan Januari 2020

description: Berikut ini adalah data untuk penjualan BBM Pertalite pada SPBU 18.288.066 pada Kabupaten Bengkalis periode 2016 - 2020
DOI: 10.17632/jdfb3sfkgk.2
title: Canopy leaf temperatures of selected tree species growing in forests and agricultural ecosystems using aerial thermal infrared (3.6-4.9 µm) data

description: Canopy leaf temperatures of selected tree species growing in forests and agricultural ecosystems using aerial thermal infrared (3.6-4.9 µm) data
DOI: 10.17632/mrwxxy5576.1
title: LabVIEW image display and stage control code

description: LabVIEW image display and stage control code