cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/bsmy5jjysy
title: Mobile-Captured Drug Packs

description: This dataset includes 2000 mobile-captured drug pack images. It is used as a part of a drug label data extraction research. The research is concerned with extracting drug data from packagings to be stored by patients in countries with no electronic medical records. The images in the dataset have the following characteristics:
1.	A total of 2000 images of drug packs are captured at different angles.
2.	Backgrounds are made of paper, cloth, and plastic.
3.	No transparent, reflexive, or patterned backgrounds.
4.	140 images were captured with flash on.
5.	1860 images were captured in different lighting conditions and without the use of a flash.
6.	Drug packs only were captured. Nothing was captured without its pack.
7.	Captured drug packages contain tablets, capsules, syrups, creams, ampoules, gels, drops, ointments, and other types.
8.	166 drug packages were captured.
9.	Images were taken using 7 devices:
•	Huawei P30 Lite
•	Huawei Cun-L21
•	Samsung A50
•	Samsung A30s
•	Oppo A9 2020
•	Realme 6
•	iPhone XS Max
10.	The images are in the following resolutions:
•	3264 x 2448 pixels – 72 dpi
•	1920 x 1080 pixels – 72 dpi
•	2336 x 1080 pixels – 72 dpi
•	4224 x 5632 pixels – 96 dpi
•	6944 x 9280 pixels – 72 dpi
•	899 x 1599 pixels – 96 dpi
•	3024 x 4032 pixels – 72 dpi
11.	Some drug packs have handwriting.
12.	Some images contain shadows and flash burns.
13.	Some images were resized or compressed.
DOI: 10.6084/m9.figshare.27038392.v1
title: 足球裁判判罚决策数据集(DATA of foul decision-making of soccer referees)

description: 手稿标题：高水平足球裁判员判罚决策的优势及神经机制Title：Performance and Cognitive Neuromechanisms of High-Level Football Referees' Foul Decision Making
DOI: 10.17632/rd86256w2k
title: Homeopathic ointments on larvae of diptera

description: Dados brutos sobre a mortalidade de larvas selvagens de Cochliomyia hominivorax (Díptera: Calliphoridae) após o contato com pomadas homeopáticas de Sulphur, Pyrogenium ou veículo destas pomadas em ensaio laboratorial.
DOI: 10.17632/y6n3yc5z8j
title: Data for: Disagreement on Sunspots and Soybeans Future Price

description: Data and Code for the paper "Disagreement on Sunspots and Soybeans Future Price".
DOI: 10.17632/239z62xt5x
title: Data for: Genome-wide identification and characterization of R2R3-MYB family in Hypericum perforatum under diverse abiotic stresses
DOI: 10.17632/tj56wht8th
title: Nursing care for people with Chagas Disease: a Dataset of a scoping review

description: Thus, through the importance of the Systematization of Nursing Care to guide the practices of professionals, especially in outpatient follow-up, and the scarcity in the literature of systematic scientific material that addresses nursing care for people with Chagas disease. This study aimed to compile and detail the findings on nursing care provided to people with Chagas disease. For this, the following guiding question was drawn up: How is care provided in nursing care for people with Chagas disease?
DOI: 10.17632/twgbbcb6pj
title: Miniatura_6_dataset

description: The results of the Polish National Science Centre Miniatura-6 project 'Zaleznosc struktury oderwania wywolanego fala uderzeniowa od geometrii kanalu' (Pol.), 'Shock induced separation structure dependence on nozzle geometry'.
DOI: 10.6084/m9.figshare.21386817.v1
title: miRMaster 2 human genome (part 1)

description: Human genome fasta and bowtie indices used by miRMaster 2
DOI: 10.6084/m9.figshare.26021716.v1
title: Social support and mental healthcare use

description: Data used for study into the relationship between social support and mental healthcare use
DOI: 10.17632/2pzwhfhcfz
title: Patentes y registros de Universidades de Castilla y León

description: Diferentes tipologías de propiedad industrial e intelectual registradas por las universidades de Castilla y León que integran la Red TCUE (Transferencia de Conocimiento Universidad-Empresa).
DOI: 10.17632/dpdjfwkjzc
title: Supplemental Material for JAAD Research Letter: "Synergistic effect of lymphovascular invasion and nodal involvement on prognosis in Merkel cell carcinoma: a retrospective analysis in the National Cancer Database"

description: Supplemental Material for JAAD Research Letter: "Synergistic effect of lymphovascular invasion and nodal involvement on prognosis in Merkel cell carcinoma: a retrospective analysis in the National Cancer Database"
DOI: 10.17632/brm27phtjj
title: Data for: Do a few tools necessarily mean a few people? A techno-morphological approach to the question of group size at Gesher Benot Ya‘aqov, Israel

description: *.3dl files contain the coordinates list of 3D homologous semi-landmarks placed on each of the artifacts and used in the geometric morphometric shape analysis, as well as the high resolution 3D model data. To be opened with matlab or AGMT3D. *.jmp file contains the technological observations used in this study for each of the artifacts.
DOI: 10.17632/h96s28wcx9
title: Unicellular origin of the animal microRNA machinery. Bråte et al.
DOI: 10.17632/s62ntvsmtr
title: Managing communication between school management and parents of boarding nurseries to fourth-grade pupils for children’s holistic development

description: The data in this template focused on answering the three major questions of the qualitative study: 1) how does parental communication support children's social development in pre and primary boarding schools? 2) what strategies do pre-and primary school management use to promote children's social development besides classroom teaching and learning? and 3) how do teachers and caregivers inculcate children's social development in pre and primary schools? Five research tools were developed to guide the understanding of the efficacy of parental communication in fostering the social development of nursery and fourth-grade children in pre and primary boarding schools. These tools included a) an interview guide for head teachers, b) an interview guide for class teachers, c) an interview guide for caregivers, d) focus group discussion (FGD) with children, and e) a classroom observation checklist. Three Tables of themes derived from interviews and focus group discussions were produced after data analysis by reduction, display and verification. The research tools and thematic Tables are attached in the Mendeley data share.
DOI: 10.17632/v3kg2szjw7
title: JFE - Intermediary Financing without Commitment

description: Codes to generate numerical examples in Figures 5 and 6.
DOI: 10.17632/ypy5f6d8r9
title: Monkeypox: Cutaneous Clues to Clinical Diagnosis

description: Monkeypox: Cutaneous Clues to Clinical Diagnosis
DOI: 10.17632/gws9jw36jw
title: Data for: Incidence of a Stem Sitting Proud of a Proximally Coated Cementless Tapered Wedge Stem

description: S1 File. Minimal dataset of the study.
DOI: 10.17632/byk4tyh4jd
title: Dataset on occurrence and ecotoxicological risk of emerging contaminants in Dinaric karst catchment of Jadro and Žrnovnica springs

description: This dataset relates to occurrence and ecotoxicological risk of emerging contaminants in karst catchment of Jadro and Žrnovnica springs and consists of six excel files: Table_2 ECs concentrations, detection frequency and LOD, Table_3 ECs physicochemical properties, Table_4 Measured physicochemical properties of water, Table_5 PBT values predicted with Prometheus software, Table_6 PMT_vPvM analysis, and Table_7 Risk quotient (RQ). The dataset is of a multidisciplinary value and can be used by hydrogeologists, biologists, chemists, other researchers, or practitioners like water suppliers dealing with emerging contaminants, water management or environmental issues.
DOI: 10.17632/xkx67yv8m8
title: Spatial detection of fetal marker genes expressed at low level in adult human heart tissue

description: High-resolution H&E images and Cy3 images from the article: Asp M. et al. Spatial detection of fetal marker genes expressed at low level in adult human heart tissue. Scientific Reports. 2017 Oct 11;7(1):12941. doi: 10.1038/s41598-017-13462-5.
DOI: 10.17632/pss59h29nb
title: Tissue depths on CT facial models and on ReFace approximations

description: Parks et al. [5] measured 25 tissue depth locations defined by 14 mid-sagittal and 11 bilateral facial landmark pairs [23] on bone and soft tissue 3D models derived from CT scans of 388 living subjects in the U.S.A (Table 2).  The CT database comprised both sexes and four ancestry groups, African female (n=50), African male (n=48), Asian female (n=48), Asian male (n=47), European female (n=49), European male (n=48), Hispanic female (n=49), and Hispanic male (n=49).  Mean depths were compared to published datasets [24].
[5] C.L. Parks, A.H. Richard, K.L. Monson, Preliminary assessment of facial soft tissue thickness utilizing three-dimensional computed tomography models of living individuals, Forensic Sci. Int. 237 (2014) 146.e1-146.e10. doi:10.1016/j.forsciint.2013.12.043.
[5] C.L. Parks, A.H. Richard, K.L. Monson, Preliminary assessment of facial soft tissue thickness utilizing three-dimensional computed tomography models of living individuals, Forensic Sci. Int. 237 (2014) 146.e1-146.e10. doi:10.1016/j.forsciint.2013.12.043.
[23] C.N. Stephan, E.K. Simpson, Facial soft tissue depths in craniofacial identification (Part I): An analytical review of the published adult data, J. Forensic Sci. 53(6) (2008) 1257-1272. doi:10.1111/j.1556-4029.2008.00852.x.
[24] C.N. Stephan, Tallied-Facial-Soft-Tissue-Depth-Data. <http://www.craniofacialidentification.com/TFSTDD.html>, 2012 (accessed September 2013.).
DOI: 10.17632/zkwn8k88k5
title: iLand Species Parameters

description: • Tree species parameters were obtained and harmonized from all iLand user groups across three continents and seven countries (Germany, Austria, Slovakia, Belgium, Canada, USA, and Japan). The dataset encompasses a total of 8,348 entries for 67 parameters of 135 species and provenances. The dataset entails parameters determining the growth, survival, and regeneration of tree species as well as parameters on the carbon and nitrogen dynamics.
• A second database includes and the response to wind regimes. This database includes a total of 503 entries for five parameters of 105 species and provenances.
DOI: 10.17632/8yfbmbd9m6
title: Thermal profiles

description: This dataset contains data from thermocouples that were used to record temperatures continuously during the experimental burnings, whose main objective is propose a new methodology for processing thermocouple records to objectively compare the fire intensity of two contrasting prescribed burning techniques (flanking fire vs. backfire) used in dense gorse shrublands dominated by Ulex gallii.
DOI: 10.17632/kpfmtfhywy
title: Debunking the one-size-fits-all approach: Synergistic and trade-off effects of collective action on household food security among the smallholder farmers in central Kenya

description: The dataset was used to evaluate the effect of collective action on household food security (HFS). It is cross-sectional data randomly and proportionately drawn from 532 smallholder collection action participants and non-participants in Murang’a County, Kenya. A well-structured questionnaire was employed to draw the data from the respondents from the month of August to October 2022. We sampled 289 members of livelihood CAIs, 64 members of efficiency CAIs and 179 non-members from the neighbouring households as a control. The data covered the production year of 2021. The variables collected included the household demographics, farm and farming factors, institutional factors and the characteristics of the collective action initiatives (CAIs).
In particular, the study evaluated the effects of efficiency and livelihood CAIs on household food security across the production and income pathways. Production indicator included the quantity of maize and beans (major staple food in the study area) produced in a year. The income indicators included food expenditure and household income. The HFS was measured using Food Consumption Score (FCS) which was calculated by multiplying the frequency of foods consumed in the last seven days (before the survey) with the weights of each food group for staples, pulses, vegetables, fruits, meat/egg/fish, sugar and oil. Consumption scores of 0 to 21 were stratified as chronic food insecurity, 21.5 to 35 were classified as transitory food insecurity and more than 35 were categorized as food secure.
The study was subjected to a probit model to provide a real account of the effect of interactions between the two forms of CAIs and the household socio-economic attributes on HFS. In addition, the multinomial endogenous treatment effects model was also employed to allow us to disaggregate how efficiency and livelihood CAIs influence HFS outcomes, wherein non-members served as a reference category. The approach controls for the unobservable factors that may influence HFS and the endogeneity problems that may arise due to reverse causality between collective action participation and HFS outcomes.
Before the analysis, the dataset was subjected to pre-tests including the multicollinearity test and the Hausman’s test to check for the independence of Irrelevant Alternative Assumption (IIA). The data was analysed in Stata 17 (see the accompanying do file herein). The study found that the effects of HFS were context-specific depending on the socioeconomic characteristics of the households and the organizational characteristics of the CAIs.
DOI: 10.17632/m4f38w49fb
title: Dataset for studying information flow among macaque lateral prefrontal cortex

description: Learning leads to changes in population patterns of neural activity. We wanted to examine how these changes in activity patterns affect the dimensionality of neural responses and information about choices. We carried out high channel count recordings in the dorsolateral prefrontal cortex (dlPFC; 768 electrodes) while macaques performed a two-armed bandit reinforcement learning task (see doi: 10.1523/JNEUROSCI.0631-17.2017). The high channel count recordings allowed us to study population coding while the animals learned choices between actions or objects. This dataset includes spike counts from time bins (20ms, consecutive) around the onset of the cue that instructed the animals to respond to the recorded neural population. In addition, behavioral choice data used to model behavior is included. The dataset consists of 8 recording sessions. There is one MAT file per session. Using this dataset, we have found that the dimensionality of neural population activity was higher across blocks in which animals learned the values of novel pairs of objects, with respect to the dimensionality across blocks in which they learned the values of actions. The increase in dimensionality with learning in object blocks was related to less shared information across blocks. Thus, patterns of neural activity were less similar compared to learning in action blocks. Furthermore, these differences emerged with learning and were not a simple function of the choice of a visual image or action. Therefore, learning the values of novel objects increases the dimensionality of neural representations in dlPFC.
DOI: 10.17632/p33sbks6z5
title: Research data for FWF project I4889

description: Research data underlying research publications resulting from the FWF project I4889 and data supporting the PhD thesis "3D Curvilinear Nano-Magnetism and Spatio-Temporal Magneto-Optic Microscopy".
DOI: 10.17632/ynsx5p9rfh
title: Characterization of the ankle dynamic joint stiffness (quasi-stiffness) as a function of gait speed for overground and treadmill walking

description: Semi-structured data for ankle moment dynamics in human gait is compiled in “AnkleDynamicsExtractedFromRepos.csv.” This data was preprocessed from the following studies:

    • Lencioni T, Carpinella I, Rabuffetti M, Marzegan A, Ferrarin M. Human kinematic, kinetic and EMG data during different walking and stair ascending and descending tasks. Sci Data. 2019 Dec 6;6(1):309. doi: 10.1038/s41597-019-0323-z. PMID: 31811148; PMCID: PMC6897988.

    • Fukuchi CA, Fukuchi RK, Duarte M. A public dataset of overground and treadmill walking kinematics and kinetics in healthy individuals. PeerJ. 2018 Apr 24;6:e4640. doi: 10.7717/peerj.4640. PMID: 29707431; PMCID: PMC5922232.

After postprocessing the data, ten metadata parameters are indicated per sample:

ID: A compressed identification with the following syntax: I-SXX-Mode-Gender-Speed
	I: Initial from dataset F for Fukuchi et al. and L for Lencioni et al.
	SXX: Integer to describe specific subjects.
	Mode: T for treadmill, O for overground.
	Gender: F for female, M for Male.
	Speed: five categories of Speed VS, S, C, F, VF. It may contain numbers as the subject might repeat the same trial.

Example: F-S03-T-M-VS2 Sample from Fukuchi, subject number 3 walking on treadmill, male, velocity speed is very slow and finally, second trial.

Age: Age of the subject
Age-Group: four categories are available—“Children,” “YoungAdults,” “Adults,” and “Elderly.”
Gender: F or M are the unique categories.
Height: float number in cm
Mode: Overground and Treadmill.
Speed: Five categories mentioned in the description.

Following columns are the labels of the postprocessing result:

LoopDirection
initERP: Initialization point in terms of gait cycle percentage for early response phase.
initLRP: Initialization point in terms of gait cycle percentage for late response phase.
initDP: Initialization point in terms of gait cycle percentage for descending phase.
initS: Initialization point in terms of gait cycle percentage for swing phase.
initTS: Initialization point in terms of gait cycle percentage for terminal swing phase.
WorkAbs: Absorbed work in J/kg.
WorkNet: Net work in J/kg.
CP: Linear stiffness in control-plantar flexion. Units (Nm/(kg*rad))
ERP: Linear stiffness in early response phase. Units (Nm/(kg*rad))
LRP: Linear stiffness in large response phase. Units (Nm/(kg*rad))
DP: Linear stiffness in early response phase. Units (Nm/(kg*rad))
DOI: 10.17632/zctkbh7nvw
title: Data for: Regulation of Ferrihydrite Biotransformation by Fe(II) Supply Rates and Extracellular Polymeric Substances

description: Data for: Regulation of Ferrihydrite Biotransformation by Fe(II) Supply Rates and Extracellular Polymeric Substances, which will be submitted to Geochimica et Cosmochimica Acta
DOI: 10.17632/7fwv4rrcff
title: BoltzWann: A code for the evaluation of thermoelectric and electronic transport properties with a maximally-localized Wannier functions basis

description: Abstract We present a new code to evaluate thermoelectric and electronic transport properties of extended systems with a maximally-localized Wannier function basis set. The semiclassical Boltzmann transport equations for the homogeneous infinite system are solved in the constant relaxation-time approximation and band energies and band derivatives are obtained via Wannier interpolations. Thanks to the exponential localization of the Wannier functions obtained, very high accuracy in the Brillouin zone i... Title of program: BoltzWann Catalogue Id: AEQX_v1_0 Nature of problem Obtain electronic and thermoelectric transport properties for crystals. Versions of this program held in the CPC repository in Mendeley Data AEQX_v1_0; BoltzWann; 10.1016/j.cpc.2013.09.015 AEQX_v2_0; BoltzWann; 10.1016/j.cpc.2014.05.004 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/cpzvt9fmy9
title: POSDIF — A program to compute positron diffusion and annihilation in rare gases

description: Title of program: POSDIF Catalogue Id: AAHN_v1_0 Nature of problem Calculates positron lifetime spectrum in a gas being given the gas pressure and temperature, the value of the external electric field strength and the fits to momentum dependence of the positron-atom momentum transfer cross section and of the effective charge number. Versions of this program held in the CPC repository in Mendeley Data AAHN_v1_0; POSDIF; 10.1016/0010-4655(82)90079-0 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/6m32bh6rjt
title: Phosphorus Homeostasis

description: I stage in 657 premature infants of 26-36+6 weeks GA from September 1, 2021 to August 31, 2022, detected sP, sCa and ALP concentrations from birth(at around half an hour of life), weekly to hospital discharge and analysed the variation trends with postnatal ages and the high-risk factors for MBDP.
II stage in continuous 63 preterm infants from June 1, 2023 to June 30, 2023.correlations with sP, uP, sCa, uCa and phosphotropic hormones such as PTHrP, iPTH, 1,25(OH)2D and FGF23 during fetal and early life were explored in continuous 63 preterm infants.
DOI: 10.15468/dl.efxbpf
title: Occurrence Download

description: A dataset containing 2599 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Drymonia ruficornis (Hufnagel, 1766)"
 ]
}

 The dataset includes 2599 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009084-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8krbk98z8h
title: Government Environmental Attention and Urban Ecosystems Metabolic Efficiency : Does the Digital Economy Matter

description: Research data related to the article, including government environmental attention and relevant data at the city level (including the digital economy)
DOI: 10.6084/m9.figshare.26343823.v1
title: Regionalised Drought Projections

description: CSVs and shapefiles provided
DOI: 10.17632/bhx97wzw29
title: SSO and mesh prophylactic for Incisional Hernia

description: Background: The use of mesh is the standard for the prevention of incisional hernia (IH). However, the effect of surgical site occurrence (SSO) has never been compared. The aim of this meta-analysis was to evaluate the prevalence of SSO and measure its negative effect through the calculation of the number needed to treat for net effect (NNT net).
Methods: A meta-analysis was performed according to the PRISMA guidelines. The primary objective was to determine the prevalence of SSO and IH, and the secondary objective was to determine the NNT net as a metric to measure the combined benefits and harms. Only published clinical trials were included. The risk of bias was analyzed, and the random effects model was used to determine statistical significance.
Results: 15 studies comparing 2,344 patients were included. The incidence of IH was significantly lower in the mesh group than in the control group, with an OR of 0.29 (95% CI 0.16-0.49 p= 0.0001). The incidence of SSO was significantly high in the mesh group than in the control group, with an OR of 1.21 (95% CI 0.85-1.72 p=0.0001). So, the way to compare the benefits and risks of each of the studies was done with the calculation of the Number Needed to Treat for net effect NNTnet, which is the average number of patients who are needed to be treated to see the benefit exceeding the harm by one event, and the result was 5, which is the average number of patients who are needed to be treated to see the benefit exceeding the harm by one event.
Conclusion: The use of the mesh reduces the prevalence of IH and increases the prevalence of SSO, but NNT net determined that the use of mesh continues to be beneficial for the patient.