cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/m2t49zf6xr.1
title: RENFAST algorithm dataset

description: This repository contains the image dataset and the manual annotations used in the following work: Salvi M., Mogetta A., Meiburger K. M., Gambella A., Molinaro L., Barreca A., Papotti M., and Molinari F., "Karpinski Score under digital investigation: a fully automated segmentation algorithm to identify vascular and stromal injury of donors’ kidneys", Electronics 2020 ABSTRACT In kidney transplantations, the evaluation of the vascular structures and stromal areas is crucial for determining kidney acceptance, which is currently based on the pathologist’s visual evaluation. In this context, an accurate assessment of the vascular and stromal injury is fundamental to assessing the nephron status. In the present paper, the authors present a fully automated algorithm, called RENFAST (Rapid EvaluatioN of Fibrosis And vesselS Thickness), for the segmentation of kidney blood vessels and fibrosis in histopathological images. The proposed method employs a novel strategy based on deep learning to accurately segment blood vessels, while interstitial fibrosis is assessed using an adaptive stain separation method. The RENFAST algorithm is developed and tested on 350 periodic acid–Schiff (PAS) images for blood vessel segmentation and on 300 Massone’s trichrome (TRIC) stained images for the detection of renal fibrosis. In the TEST set, the algorithm exhibits excellent segmentation performance in both blood vessels (accuracy: 0.8936) and fibrosis (accuracy: 0.9227) and outperforms all the compared methods. To the best of our knowledge, the RENFAST algorithm is the first fully automated method capable of detecting both blood vessels and fibrosis in digital histological images. Being very fast (average computational time 2.91 s), this algorithm paves the way for automated, quantitative, and real-time kidney graft assessments.
DOI: 10.17632/4wggkdz7v5.1
title: Data for: Pre-Quaternary diversification and glacial demographic expansions in temperate forest biomes of Sino-Japanese Floristic Region: integrating rangewide phylogeography and distribution modeling of Cardiocrinum (Liliaceae)

description: The vcf file of the SNP calls and the abc scripts for EST-SSR data used in this study
DOI: 10.17632/x7ypgrzr3m.2
title: 2022 Brazilian election Twitter dataset

description: This dataset presents the anonymized interaction retweet network collected during the 2022 Brazilian elections. For constructing our dataset, we used a query composed of a list of election-related words in Portuguese: "eleição OR eleições OR eleitoral OR eleitorais". Data collection resulted in more than 15 million tweets (88.4% of retweets). In this dataset, we included only retweet relations between users. The file is in GML graph format. The links have attributes that reflect the dates of the interactions.
DOI: 10.17632/8dx7ghgsvv.1
title: Stress-strain Data for Rubberized Concrete

description: This dataset presents a comprehensive collection of 80 uniaxial stress-strain data of cylindrical rubberized concrete specimens tested under compression. The data collection process involved systematic review and extraction of stress-strain data of 68 rubberized concrete mixes, compiled from different literature sources, incorporating rubber of various sources, sizes, volumes and attributes. Additionally, stress-strain data for 12 different rubberized concrete mixes with various rubber sizes and contents, were obtained from laboratory experiments performed by the contributor.
DOI: 10.17632/65gxgy2nmg.2
title: An Extensive Dataset for the Heart Disease Classification System 

description: Finding a good data source is the first step toward creating a database. Cardiovascular illnesses (CVDs) are the major cause of death worldwide. CVDs include coronary heart disease, cerebrovascular disease, rheumatic heart disease, and other heart and blood vessel problems. According to the World Health Organization, 17.9 million people die each year. Heart attacks and strokes account for more than four out of every five CVD deaths, with one-third of these deaths occurring before the age of 70. A comprehensive database for factors that contribute to a heart attack has been constructed. The main purpose here is to collect characteristics of Heart Attack or factors that contribute to it. 
The size of the dataset is 1319 samples, which have nine fields, where eight fields are for input fields and one field for an output field. Age, gender, heart rate (impulse), systolic BP (pressurehight), diastolic BP (pressurelow), blood sugar(glucose), CK-MB (kcm), and Test-Troponin (troponin) are representing the input fields, while the output field pertains to the presence of heart attack (class), which is divided into two categories (negative and positive); negative refers to the absence of a heart attack, while positive refers to the presence of a heart attack.
DOI: 10.17632/b3j5tkswm7.1
title: BengaliEmpatheticConversationsCorpus : A Comprehensive Bengali Language Dataset for Mental Health Counseling

description: This is a corpus of empathetic conversations between counselors and patients. The dataset consists of 38,235 query answers with two more features such as topic, and question title.  In a line, the corpus consists of 4 columns and 38,235 rows. The name of the columns are-

1.  "Topic",
2.  "Question-Title",
3. "Question" and
4. "Answers". 

As there are no datasets available of emphatic response in Bengali language, we have created the dataset from some other corpus in other languages such as English, Arabic named counsel-chat and arabic-empathetic-conversations (links given in the related links section) and more importantly, we have generated some more conversations from real counselling conversations from various sources. The selected corpus are publicly available. We have translated the corpus into Bengali and processed the corpus manually into usable such as by removing HTML tags, unusable characters and many more and finally created a noble dataset. According to the author, this is the first and largest corpus of emphatic conversation in Bengali, though it has some limitation. This will help researchers to do research in Bengali text more specifically in researching in mental health.
DOI: 10.17632/vzxyvmf85g.1
title: Dataset of the Factors Affecting Students’ Self-Directed Learning Readiness in the Blended Learning Model

description: Dataset of the Factors Affecting Students’ Self-Directed Learning Readiness in the Blended Learning Model consists of two sheets of exel file. It is raw data exporting from Google form and coding to import SPSS solfware
DOI: 10.17632/j8v2c8z7zt.1
title: The effect of C5aR1 deletion on  gene expression in liver of NASH mice

description: Mice were subjected to a WD combined with a low weekly dose of intraperitoneal carbon tetrachloride (CCl4) for 12 weeks as described previously, resulting in a rapid progression to NASH with fibrosis.  C5aR1−/− and wild type mice were maintained on the NASH model of WD+CCl4 to functionally validate the effects of C5aR1 on the development of NASH. Histopathology and Sirius red staining revealed that C5aR1 deficiency alleviated the fibrosis level in NASH mice. Moreover, the expression of pro-fibrotic markers, such as a-Sma, Col1a1, and Tgf-b1 was diminished in the liver tissue of C5aR1 deleted mice. Again, the mRNA levels of inflammation associated genes Tnf-a, IL-6 and IL-1b were downregulated in C5aR1 deficient mice compared with WT mice. In addition, Oil Red O staining analysis showed that lipid droplets were reduced in C5aR1−/− mice compared to WT mice. C5aR1 deletion markedly decreased the expression of lipid metabolic genes in liver, such as Srebf1, Acc and Fasn.  Taken together,  loss of C5aR1 inhibits the progression of NASH, including resistance to steatosis, inflammation, and fibrosis.

Reference
Tsuchida T, Lee YA, Fujiwara N, Ybanez M, Allen B, Martins S, et al. A simple diet- and chemical-induced murine NASH model with rapid progression of steatohepatitis, fibrosis and liver cancer. J Hepatol 2018,69:385-395.
DOI: 10.17632/t6w796prvt.1
title: Supplemental Table 2: Types of treatment for primary, non-metastatic cutaneous squamous cell carcinomas that developed poor outcomes

description: This table details the types of curative therapy used to treat each primary, non-metastatic cutaneous squamous cell carcinoma that led to poor outcomes (n=782) in this multi-center, multinational dataset of over 23,000 CSCCs from 12 institutions within the United States, Spain, and Brazil.
DOI: 10.15468/dl.fxqnvg
title: Occurrence Download

description: A dataset containing 867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytolacca dioica L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 867 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009164-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/b4dmjzk8w6.1
title: List of organic Solvents with Information about Hansen Solubility Parameter, Solvent-Properties, Hazardousness and Cost-Analysis

description: We provide a list of 500 commonly used solvents prepared from 2014-2020. The table consists of information about chemical structure, GHS classification,
GHS hazard statements (H), water pollution class (WGK), Hansen Solubility Parameter, boiling temperature, vapor pressure at atmospheric pressure, density, molecular weight, molar volume, cost, CAS-number, and SMILES-code. Furthermore, to classify the toxicity of a solvent we introduce a hazard-factor (HF) based on GHS pictograms categorized into 4 classes.
DOI: 10.17632/d7b8wmdt2h.1
title: COMPILED DATA: NFHS 5 data for zonal burden of Alcohol use in India. Compiled from NFHS 5 data available on data.gov.in

description: This is not a primary data, it is secondary data available under public domain. The dataset is result of compilation (and calculation of additional columns) of NFHS 5 data available on data.gov.in.
The secondary datasets used for this data are available freely under public domain by IIPS India/data.gov.in. (please refer "related links"

NOTE: Information available on tables in this excel workbook/sheet is calculated by using NFHS 5 datasets available at data.gov.in,.
Sources for respective datasets - 
1. NFHS 5 Factsheets Data. Downloaded from: https://data.gov.in/files/ogdpv2dms/s3fs-public/datafile/NFHS_5_Factsheets_Data.xls
2. NFHS 5 India Districts Factsheet Data. Downloaded from: https://data.gov.in/files/ogdpv2dms/s3fs-public/datafile/NFHS_5_India_Districts_Factsheet_Data.xls
DOI: 10.17632/4f92y6jzzh.1
title: Ballistic limit (V50) database

description: A database of publicly available experimentally determined V50 ballistic limits (i.e., the impact velocity at which the target has a 50% probability of being perforated) for a range of projectile types, target materials, and impact conditions. Specifically, the database contains 1084 records from public sources, spanning 11 projectile types including armour piercing (AP), ball, and fragment simulators with calibres between 7.62 mm and 30 mm impacting aluminium, titanium, and steel targets of thicknesses ranging from 2.6 mm to 99 mm at impact obliquities between 0 and 45 degrees. 

Cite this database as:
S , NM Sushma, A Kumar AV, J Berk, T Hashem, S Rana, S Venkatesh, "Machine Learning for Predicting the Outcome of Terminal Ballistics Events", Defence Technology (submitted), 2023
DOI: 10.17632/rft2kngyc2.1
title: Bank Affiliated Directors and Earnings management

description: Source code for bank affiliated directors and earnings management
DOI: 10.17632/7brkgztjdx.4
title: Expert evaluation: Datasets of skill-rating questionnaires for advanced service design through Analytical Hierarchy Process

description: This presents a dataset of expert evaluation to determine what design skills for advanced services are important for the design team. The expert selection criteria were defined by the purposive sampling to recruit the appropriate experts through the chain sampling technique. Their evaluations were collected through the skill-rating questionnaires in accordance with Analytical Hierarchy Process (AHP). The resulting dataset was processed through the AHP algorithms programmed by R language. Transparency data and code availability may be (re)used by the design practitioners and/or researchers for replication and further analysis, offering the reproduceable research method by which multiple-criteria decision analysis is conducted. Acknowledgments This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant No. 814078.
DOI: 10.17632/78mw556vjc.3
title: Fall Risk Assessment Dataset: Older-Adult Participants undergoing the Time Up and Go Test

description: The dataset comprises signal data collected from IMU sensors during the administration of the Time Up and Go (TUG) test for assessing fall risk in older adults. The dataset is divided into two main sections. The first section contains personal, behavioral, and health-related data from 34 participants. The second section contains signal data from tri-axial acceleration and tri-axial gyroscope sensors embedded in an IMU sensor, which was affixed to the participants' waist area to capture signal data while they walked. The chosen assessment method for fall risk analysis is the TUG test, requiring participants to walk a 3-meter distance back and forth. To prepare the dataset for subsequent analysis, the raw signal data underwent processing to extract only the walking periods during the TUG test. Additionally, a low-pass filter technique was employed to reduce noise interference. This dataset holds the potential for the development of effective models for fall risk detection based on insights garnered from questionnaires administered to specialists who observed the experiments. The dataset also contains deanonymized participant information that can be explored to investigate fall risk, along with other health-related conditions or behaviors that could influence the risk of falling. This information is invaluable for devising tailored treatment or rehabilitation plans for individual older adults. More information about this dataset can be found at https://www.sciencedirect.com/science/article/pii/S2352340923007382 Please cite this dataset as follows: W. Jutharee, C. Paengkumhag, W. Limpornchitwilai, W. T. Mo, J. H. Chan, T. Jennawasin and B. Kaewkamnerdpong, "Fall risk assessment dataset: older-adult participants undergoing the time up and go test," Data in Brief, vol. 51, p. 109653, 2023. https://doi.org/10.1016/j.dib.2023.109653
DOI: 10.17632/xytv86278f.2
title: Road Traffic Accident Dataset of Addis Ababa City

description: This data set is collected from Addis Ababa Sub city police departments. The data set has been prepared from manual records of road traffic accident of the year 2017-20. All the sensitive information has been excluded during data encoding and finally it has 32 features and 12316 instances of the accident. Then it is preprocessed and for identification of major causes of the accident by analyzing it using different machine learning classification algorithms. RTA Dataset.csv is the dataset before preprocessing and cleaned.csv is the preprocessed dataset.
DOI: 10.17632/y6g5f4h7hm.1
title: Mussau Trench: a novel case of subduction infancy

description: All the data for "Mussau Trench: a novel case of subduction infancy"
DOI: 10.17632/vwg6xzmrf9.1
title: A time- and single-cell-resolved model of murine bone marrow hematopoiesis

description: Data, source code, singularity container, extended figures and tables for the article: "A time- and single-cell-resolved model of murine bone marrow hematopoiesis"

The paradigmatic hematopoietic tree model is increasingly recognized to be limited as it is based on heterogeneous populations and largely inferred from non-homeostatic cell fate assays. Here, we combine persistent labeling with time-series single-cell RNA-Seq to build a real-time, quantitative model of in vivo tissue dynamics for murine bone marrow hematopoiesis. We couple cascading single-cell expression patterns with dynamic changes in differentiation and growth speeds. The resulting explicit linkage between molecular states and cellular behavior reveals widely varying self-renewal and differentiation properties across distinct lineages. Transplanted stem cells show strong acceleration of differentiation at specific stages of erythroid and neutrophil production, illustrating how the new model can quantify the impact of perturbations. Our reconstruction of dynamic behavior from snapshot measurements is akin to how a kinetoscope allows sequential images to merge into a movie. We posit that this approach is generally applicable to understanding tissue scale dynamics at high resolution.
DOI: 10.17632/z9y2fn38fp.1
title: Examining psychological stress through the lens of physiological signals: BIOSTRESS dataset

description: A survey was utilized to collect data on the respondents' demographics, anxiety histories, and stress levels in order to choose the individuals who would be the fittest for the study. There were two components to the survey that the participants were requested to complete for the research. The first section is comprised of personal questions, while the second section is made up of questions from the TOAD Stress Scale (34 questions). After that, the participants were given the option to take part in a stress-inducing session that lasted for 15 minutes with an expert psychologist in the field. During this time, physiological data was taken from the participants. A few weeks later, during the exams, physiological data was collected. Throughout the entirety of these sessions, the wearable sensor device known as Empatica E4 was used for the purpose of continuously collecting physiological signals.
DOI: 10.17632/dszd9mmd5j.1
title: Li-ion battery charge/discharge test data under multi-application scenarios

description: In order to comprehensively evaluate the performance of Li-ion batteries under the conditions of multi-application scenarios, we simulated six Li-ion batteries under different environments (10°C, 25°C, and 40°C) by applying different external confinement pressures (300 N, 400 N, 500 N, and 600 N), and charged and discharged these six Li-ion batteries at different multiplicities (0.5C, 1C, 1.5C, and 2C) at one time, respectively.
DOI: 10.17632/gxpsx3b7dm.1
title: Dados do Mercado de Futebol Profissional Masculino

description: Dados do Mercado de Futebol Profissional Masculino em 2024 extraidos do site www.transfermarkt.com.br/
Os dados incluem: 
Informações sobre os clubes: club_id, club_code, name, domestic_competition_id, total_market_value, squad_size, average_age, foreigners_number, foreigners_percentage, national_team_players, stadium_name, stadium_seats, net_transfer_record, coach_name, last_season;

Informações sobre transferências: player_id, transfer_date,transfer_season, from_club_id, to_club_id, from_club_name, to_club_name, transfer_fee, market_value_in_eur, player_name;

Informações sobre os jogadores: player_id, first_name, last_name, name, last_season, current_club_id, player_code, country_of_birth, city_of_birth, country_of_citizenship, date_of_birth, sub_position, position, foot, height_in_cm, contract_expiration_date, agent_name, image_url, url, current_club_domestic_competition_id, current_club_name,market_value_in_eur, highest_market_value_in_eur;

Histórico de valorização: player_id, value, date, club_name, age;
DOI: 10.17632/ghz9gxyhps.1
title: Reflexiones jurídicas del IUSI

description: En la mayoría de las universidades guatemaltecas, en donde se sirven las carreras de ciencias jurídicas y sociales, ciencia política, administración pública, economía y especialmente la de contaduría pública y auditoría, se imparten contenidos relacionados con el derecho tributario, puesto que el Estado per se, necesita hacer uso del ius imperium para su propia existencia, funcionamiento y cumplimento de mandatos que provienen de la Asamblea Nacional Constituyente. En tal sentido, es menester aclarar que, el presente artículo tiene por objeto presentar ideas a la luz del derecho constitucional en materia tributaria, lo cual implica, por principio epistémico, un abordaje subjetivo de parte del autor, por medio de una interpretación hermenéutica del texto constitucional y otras leyes ordinarias. Interpretación que no pretende ser una verdad absoluta; por el contrario, busca que el lector ejerza pensamiento crítico y cuestionable en el marco del problema abordado
DOI: 10.17632/zdhkbz6x2d.3
title: Wind Acceptance Research (WAR) Systematic Review Data

description: The number of studies examining social and community acceptance of wind energy in the US and Canada has increased considerably since the late 1980s. The data archived here contributed to a methodological review of this wind acceptance research (WAR) literature, particularly in response to three articles previously published in Energy Research & Social Science. These include a recent synthesis of WAR by Joe Rand and Ben Hoen (2017) recommending better incorporation of WAR results into development practices and comparability of WAR case studies; an investigation by Kathryn Walsh (2020) and colleagues into potential research fatigue in the related field of unconventional oil and gas development research, and finally a call by Benjamin Sovacool and others (2014, 2018) to increase the theoretical depth and reflection in energy social science. Using a systematic review of 111 WAR articles and a follow-up online survey of 40 corresponding authors, we investigated the location of WAR study sites in the US and Canada, the variety and success of different WAR designs and incentives used, the disciplines and theories dominating current WAR, and finally dissemination practices. Our results suggest that research fatigue is unlikely, yet WAR remains concentrated and in locations distant from the highest installed capacity, and focuses on communities and projects that tend to be novel, controversial, or unique to a specific region. We also find that most WAR lacks an underlying theory, and we conclude by recommending greater qualitative analysis of study site selection criteria, greater integration of existing WAR theories, and greater integration of WAR with solar acceptance research. Finally, we urge wind acceptance researchers to ensure and communicate a clear purpose, value and financial benefit to WAR participants and stakeholders and meaningfully consider the broader community contexts examined.
This dataset only includes information obtained via the systematic review. It does not, per IRB guidance, include results from the Corresponding Author Survey.