cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jd2c2w8th2
title: Data for: The infant's face diet: Data on 3-month-old infant-perspective experience with faces video-recorded in their typical, daily environment

description: This dataset represents face experience coded frame-by-frame from nearly 170 hours of infant-perspective head-mounted-camera video, recorded during their daily life by 40 3-month-old infants. It includes information about the identity of the face (e.g., caregiver, relative), length of time the face was in the field of view, location in which the face occurred, and descriptions of the situation in which the infant experienced the face. Demographic information (e.g., age, gender) about the infants who recorded the videos is also provided. For elaboration on data collection methodology, interpretation, analysis, and discussion of early face experience captured by this dataset, please see our paper These are the people in your neighbourhood: Consistency and persistence in infants’ exposure to caregivers’, relatives’, and strangers’ faces across contexts [1].
DOI: 10.17632/ydw6y46j9g
title: A New Wave-state-based Drag Coefficient Parameterization for Coastal Regions

description: This is the raw flux and surface wave datasets used in the article.
DOI: 10.6084/m9.figshare.7637387.v9
title: Hannover Body Template

description: This is a free body template to be used for pain drawings, discomfort drawings, symptom drawings or drawings of any bodily sensation. We developed the two-dimensional outline with the goal to cover as much of the body surface as possible in four different views. Line drawings were made from the photos of a subject who took on the different poses. The template comes in a female, a male and a sexless version that are only minimally different to allow comparison.We also provide a dermatome overlay based on the work of Hansen and Schliack.<br>
DOI: 10.17632/gt4stcjkv9
title: Doctor recomendation based on patient dieseases

description: The provided dataset consists of information about 120 doctors and their respective medical specialties, along with a rating of patient satisfaction on a scale of 1 to 5. The dataset offers a diverse range of medical specialties, including neurology, cardiology, gastroenterology, oncology, and psychiatry, among others. It can be utilized for various purposes, such as analyzing the distribution of specialties and their corresponding ratings, identifying trends in patient satisfaction across different fields, and developing predictive models for rating doctors based on their specialties. This dataset is useful for researchers in healthcare, medical services, and related fields for their research purposes.
DOI: 10.17632/tgjbpp4z5b
title: Bangla Hate Speech and Non-Hate Audio Dataset

description: This dataset contains 3,000 Bangla audio speech samples divided into three categories: Hate, Non_Hate, and Test nh. The Hate category includes 2,000 speech samples representing various forms of hate-mixed content, such as religious discrimination, gender harassment, political aggression, racism, and ridicule of public figures or TikTok influencers. Each sample is tagged with a severity level: mild, moderate, or severe.

The Non_Hate category includes 1,000 speech samples with neutral or non-hateful content. The Test nh folder contains additional non-hate speech samples reserved for testing purposes.

The dataset incorporates dialectal variation across Bangla-speaking regions to reflect linguistic and sociocultural diversity. All samples were manually annotated by native Bangla speakers.
DOI: 10.6084/m9.figshare.25715550.v1
title: Data in the article "An investigation on the Venusian atmospheric chemistry based on an open-access photochemistry-transport model at 0-112 km"

description: The simulated data in the article "An investigation on the Venusian atmospheric chemistry based on an open-access photochemistry-transport model at 0-112 km".
DOI: 10.17632/5c9jr9zkp2
title: Effects of acylated and nonacylated anthocyanins extracts on gut metabolites and microbiota in diabetic Zucker rats: A metabolomic and metagenomic study 

description: 1. Ko-annotated gene expression profile
2. KEGG pathway abundances 
3. Gut microbiota data
4. NMR metabolomics data from cecal content.
5. NMR metabolomics data from feces at week 1.
6. NMR metabolomics data from feces at week 4.
7. NMR metabolomics data from feces at week 8.
DOI: 10.6084/m9.figshare.12921575.v1
title: Annotated CDS sequences for each soybean genome

description: CDS sequences from genome annotation
DOI: 10.6084/m9.figshare.7571141.v1
title: Supplementary Material for: Cerebral Blood Flow Measured by Phase-Contrast Magnetic Resonance Angiography in Preterm and Term Neonates

description: <b><i>Background:</i></b> Preterm infants show a decreased tortuosity in all proximal segments of the cerebral vasculature at term-equivalent age (TEA). Recently MRI techniques were developed to measure cerebral blood flow (CBF) based on phase-contrast images. <b><i>Objectives:</i></b> We hypothesized that arterial CBF corrected for brain size differs between full-term and preterm infants at TEA. <b><i>Methods:</i></b> 344 infants without major brain abnormalities had a cranial MRI for clinical reasons including phase-contrast magnetic resonance angiography (PC-MRA) around TEA (mean 41.1 ± SD 1.2 weeks). This cohort consisted of 172 preterm infants (gestational age at birth 24.1–31.9 weeks) and 172 term-born infants (gestational age at birth 37.0–42.6 weeks). The total CBF in milliliters/minute was calculated by adding the blood flow of the carotid and basilar arteries, and compared to age at scan, body weight, and several parameters of estimated brain size. <b><i>Results:</i></b> After logarithmic transformation, total CBF was associated with body weight, estimated brain weight, head circumference, and 2D brain surface measurements at TEA. Total CBF was significantly (9–12%) higher in term compared to preterm infants after correction for 2D brain surface measurements, head circumference or postmenstrual age at MRI (<i>p</i> &lt; 0.05). <b><i>Conclusions:</i></b> Total CBF as measured by PC-MRA was associated with body and (estimated) brain weight and 2D brain surface measurements and was higher in term compared to preterm born infants.
DOI: 10.17632/p5w98dvbbk
title: Maternal Health Risk Assessment Dataset

description: This dataset comprises detailed clinical, physiological, and historical health information collected from maternal patients to evaluate potential health risks during pregnancy. It serves as a resource for developing predictive models aimed at identifying and managing high-risk pregnancies, providing insights into maternal health factors, and supporting personalized patient care. The dataset is well-suited for research in obstetrics, predictive health modeling, and maternal healthcare management.

Key Features:
Age: Age of the patient, which can be a significant factor in pregnancy risk.
Systolic BP: Systolic blood pressure, indicating the force exerted on artery walls when the heart beats. Elevated levels can indicate hypertension.
Diastolic: Diastolic blood pressure, measuring pressure between heartbeats, where high values can be a sign of gestational hypertension or preeclampsia risk.
BS (Blood Sugar): Blood sugar level of the patient, crucial for monitoring conditions such as gestational diabetes, which can affect fetal and maternal health.
Body Temp: Patient’s body temperature, which can help identify infection or inflammation.
BMI (Body Mass Index): A measure of body fat based on height and weight. Higher BMI values can be associated with complications like gestational diabetes and hypertension.
Previous Complications: Binary indicator (0 or 1) for previous pregnancy complications, which could predispose patients to future risks.
Preexisting Diabetes: Indicates whether the patient has a history of diabetes, an essential factor as it raises the risk for complications.
Gestational Diabetes: Presence of diabetes developed during pregnancy, a significant risk factor for both mother and child.
Mental Health: Indicator of mental health issues, which may affect pregnancy outcomes and maternal wellbeing.
Heart Rate: Heart rate of the patient, which, when elevated, may indicate stress or cardiovascular strain.
Risk Level: Categorized risk level (e.g., High, Low), assessing the overall health risk based on the patient’s profile.
Applications:
This dataset is highly applicable in:

Risk Stratification: Helping healthcare providers assess which patients are at higher risk for complications.
Predictive Modeling: Facilitating machine learning and statistical models to forecast health risks and inform preventive measures.
Maternal Health Research: Supporting studies focused on the impact of various health metrics on pregnancy outcomes.
Healthcare Policy: Providing evidence to develop guidelines for maternal healthcare, especially in populations with limited resources.
This dataset is an invaluable tool for professionals in obstetrics, public health, and predictive healthcare analytics, aimed at improving the quality of maternal care and optimizing health outcomes for mothers and infants.
DOI: 10.17632/yp2s4rdjjk
title: Data for: Dynamic walking stability of elderly people with various BMIs

description: Raw data recorded by a 15-camera motion analysis system at 60 Hz (Motion Analysis Corp., Santa Rosa, CA, USA).
DOI: 10.6084/m9.figshare.16944154.v3
title: SADDLE_PS1-3_Raw_NGS data

description: SADDLE NGS raw data (Miseq v2 pair-end)
DOI: 10.6084/m9.figshare.14997735.v1
title: Covariance matrices of EEG signals and estimated cortical sources from 15 subjects presented with visual stimuli

description: Covariance matrices of EEG signals and estimated cortical sources from 15 subjects presented with visual stimuli of 3D-Tunnels and Checkerboards. This dataset is the basis of an article named "Riemannian classification of single-trial surface EEG and sources during checkerboard and navigational images in humans".
DOI: 10.6084/m9.figshare.25569594.v1
title: Analytical conditions and data from electron probe microanalysis (EPMA) of chondrite samples and experimental run products

description: We have carried out an experimental study aimed to define the conditions of formation of silica-rich igneous rims (SIRs) around chondrules. We reproduced the texture, mineralogy, mineral chemistry, and silica polymorphs present in natural SIRs. This file contains tables giving analytical conditions and data from electron probe microanalysis (EPMA) of chondrite samples and experimental run products.
DOI: 10.6084/m9.figshare.26013307.v1
title: Numerical modeling of melting-induced decarbonation during the flattening of the subducted slab within the mantle transition zone

description: The data of solidus, liquidus and densities are available in these in-text data citation references: Yasuda et al. (1994): Kiseeva et al. (2013): A. R. Thomson et al. (2016)Dziewonski and Anderson (198l); Massuyeau et al. (2023). Numerical simulations in this article are applied based on the numerical open-source code Uinderworld2, which is available at https://doi.org/10.5281/zenodo.1436039.
DOI: 10.6084/m9.figshare.28651745.v1
title: Supplementary Material for: New-onset progressive ataxia in a 66-year-old woman with longstanding Parkinson’s disease – a case report

description: Introduction: 
Parkinson’s disease (PD) is a common neurodegenerative disorder, and its diagnosis remains a clinical one. Hence, the emergence of new symptoms warrants consideration of a new diagnostic work-up even at later disease stages. Important differential diagnoses include atypical or symptomatic parkinsonism, like multiple system atrophy, normal pressure hydrocephalus, or rarely, superficial siderosis (SS).

Case Presentation: 
A 66-year-old woman with longstanding PD presented to our clinic with a four-year history of progressive ataxia and gait impairment. The emergence of a new symptom (ataxia) prompted us to conduct a new, broad diagnostic work-up. Clinical examination revealed both parkinsonian (hypomimia, dyskinesias, right dominant bradykinesia and rigidity, intermittent resting tremor) and cerebellar signs (scanning dysarthria, gaze-evoked nystagmus, severe ataxia of extremities and gait). No signs or symptoms of autonomic dysfunction were present. Magnetic resonance imaging of brain and spine showed extensive hemosiderin depositions and ventral intraspinal fluid collection, establishing a diagnosis of SS. No apparent dural leak was detected in cerebrospinal fluid scintigraphy. The patient was treated with epidural blood patch.

Conclusion: 
The occurrence of new symptoms in PD, especially “red flags” or exclusion criteria, calls for a repeated diagnostic work-up to exclude potentially treatable causes of parkinsonism. While SS has been reported as a cause of symptomatic parkinsonism, we favor a diagnosis of idiopathic PD and comorbid SS in this case. This case report highlights the clinical importance of diagnostic criteria in differentiating PD from atypical parkinsonian disorders or symptomatic parkinsonism as well as signs and symptoms, pathophysiological aspects, and treatment of SS.
DOI: 10.6084/m9.figshare.3803109.v1
title: Supplementary Material for: Bioavailability, Efficacy and Safety of Generic Immunosuppressive Drugs for Kidney Transplantation: A Systematic Review and Meta-Analysis

description: <i>Background:</i> Concerns exist over the extrapolation of bioavailability studies of generic immunosuppressive drugs in healthy volunteers, regarding their efficacy and safety in kidney transplant recipients. We conducted a meta-analysis of trials examining the bioavailability of generic (test) immunosuppressive drugs relative to their brand (reference) counterparts in healthy volunteers, based on the US Food and Drug Administration requirements for approval of generics, and their efficacy and safety in kidney transplant recipients. <i>Methods:</i> Eligible studies were identified in PubMed, Cochrane Central Register of Controlled Trials, Scopus, ClinicalTrials.gov, and conference abstracts. <i>Results:</i> Twenty crossover trials of healthy volunteers (n = 641) and 6 parallel-arm randomized controlled trials of kidney transplant recipients (n = 594) were identified. The 90% CI of the pooled test-to-reference drug ratio for maximum or peak plasma concentration (Cmax) and area under the plasma concentration time-curve from time 0 to time of last determinable concentration (AUC(0-t)) fell within the required range (0.80-1.25) for cyclosporine (Cmax 0.91; 90% CI 0.86-0.95; and AUC(0-t) 0.97; 90% CI 0.94-1.00), tacrolimus (Cmax 1.17; 90% CI 1.09-1.24; and AUC(0-t) 1.00; 90% CI 0.97-1.03) and mycophenolate mofetil (Cmax 0.98; 90% CI 0.96-1.01; and AUC(0-t) 1.00; 90% CI 0.99-1.01). In subgroup analyses, some generic cyclosporine formulations did not meet criteria for bioequivalence. No significant differences were observed in the time to maximum plasma concentration and terminal plasma half-life between generic and brand drugs. In parallel-arm trials, generic cyclosporine was non-inferior to brand counterpart in terms of acute allograft rejection, infections, and death. <i>Conclusions:</i> Not all generic immunosuppressive drugs have similar relative bioavailability to their brand name counterparts. Evidence on their efficacy and safety is inconclusive. Tighter regulatory requirement for approval of generic drugs with narrow therapeutic index is needed.
DOI: 10.17632/wjtdtsvdnn
title: Data for: The Dynamic Relationship between Economic Growth and Life Expectancy: Contradictory Role of Financial Development and Energy Consumption in Pakistan

description: The Dynamic Relationship between Economic Growth and Life Expectancy: Contradictory Role of Energy Consumption and Financial Development in Pakistan
DOI: 10.21954/ou.rd.25118078.v2
title: Multi-view table tennis video sequence for ball detection purposes

description: This video database contains 3 multi-view table tennis sequences which were captured during local league matches. The sequences were filmed using up to 4 high speed cameras (Casio EX-F1). The original purpose of these sequences is for ball tracking research. A ground truth, which contains the ball location in each frame identified by human volunteers, is also available for some of the sequences. These sequences can be used for non-commercial research purposes only.If you use these data files for your research, please cite the following paper of ours:Wong, Patrick; Myint, Hnin; Dooley, Laurence and Hopgood, Adrian (2023).A multi-view automatic table tennis umpiring framework. <i>Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology</i> (early access).DOI: https://doi.org/10.1177/17543371231171433<br>
DOI: 10.6084/m9.figshare.14532215.v1
title: Additional file 6 of Maternal karyogene and cytoplasmic genotype affect the induction efficiency of doubled haploid inducer in Brassica napus

description: Additional file 6. 6 K SNP chip raw data.
DOI: 10.6084/m9.figshare.28883006.v1
title: Dataset of safety and lively scores on street views REALLOCATE Project

description: The dataset includes street view locations from Mapillary, annotated with calculated perceived safety and liveliness scores, in Barcelona, Bologna, Budapest, Gothenburg, Heidelberg, Lyon, Tampere, Utrecht, Warsaw, and Zagreb. The dataset is part of the REALLOCATE project, funded by the European Commission, grant number 101103924. <br>
DOI: 10.6084/m9.figshare.9642677.v2
title: National Culture, Research Performance Indicators, and Log GDP Per Capita

description: Dataset of National culture (taken from Geert Hofstede), Country level research performance indicators (taken from Scimago Journal & Country Rank), and Log GDP per capita (taken from the World Bank Open Data). All data were retrieved on <b>August 18, 2019</b>.<br><br>Notes on abbreviations: <br>DOC = Total Documents (1996-18 Aug 2019)<br>CITA = Citable Documents<br>CIT = Citations<br>SELF = Self-citations<br>CPD = Citations per Document<br>HINDEX = H index<br>PDI = Power Distance<br>IDV = Individualism (vs. Collectivism)<br>MAS = Masculinity (vs. Femininity)<br>UAI = Uncertainty Avoidance<br>LTOWVS = Long term (vs. Short term) Normative Orientation<br>IVR = Indulgence (vs. Restraint)<br>LogGDP = Natural Logarithm of Averaged (1993-2018) GDP per Capita <br>Research_Performance = Z-scores of Component 1 from PCA extraction (based on DOC, CITA, CIT, SELF, HINDEX)<br>Research_Impact = Z-scores of Component 2 from PCA extraction (based on CPD)<br>PCA = Principal Component Analysis<br>
DOI: 10.17632/k37dtysknm
title: Improved ultra short term wind speed prediction based on BILSTM and meta feature driven Ensemble learning

description: We collected wind speed data from four different wind farms at different altitudes in the United States. These data contain changes in wind speed at different altitudes, helping us understand the impact of different altitudes on wind speed.
DOI: 10.17632/pkk4vtc57r
title: Experimental infection with the hookworm, Necator americanus, is associated with stable gut microbial diversity in human volunteers with relapsing multiple sclerosis

description: There is growing evidence that gastrointestinal (GI) parasitic worms can alter human gut microbiota during infection and it is thought that this is part of the mechanisms via which these parasites suppress immune responses. However, the diseases that have been studied to date involve the GI tract and have clear links with pre-existing dysbiosis, making it challenging to disentangle causality. Multiple sclerosis is a Th1-mediated disease of the nervous system whose pathogenesis has been recently linked to alterations in gut microbiome. Therefore, in the present study we investigated, for the first time, the changes in gut microbial profiles of human volunteers with relapsing-remitting multiple sclerosis (RRMS) prior to and following experimental infection with 25 hookworm stage 3 larvae (Necator americanus; N+), and following administration of anthelmintic treatment, then compared the findings with data obtained from a cohort of RRMS patients subjected to placebo treatment (PBO). Bacterial 16S rRNA high-throughput sequencing data revealed significantly increased microbial alpha diversity in the gut microbiota of N+ compared to PBO subjects over the course of infection, which is indicative of a healthier gut environment. Furthermore, significant differences in the abundance of several bacterial taxa, such as the immune-modulatory bacterial taxon Tenericutes/Mollicutes, were observed between samples from N+ and PBO subjects. Overall, these data demonstrate a significant impact of N. americanus infection on the human gut microbiota and lend support to the hypothesis of a contributory role of parasite-associated changes in gut microbial composition to the therapeutic properties of hookworm parasites. Amongst others the data set includes: 1. Compressed raw paired end read files - 2 per sample (demultiplexed): e.g. 463_MS_L001_R2_001.fastq.gz 2. OTU table created using Qiime: feature-table.biom and as text file feauture-table.txt 3. Taxonomy file including all of the taxonomic information of the samples: taxonomy.tsv 4. Metadata file containing the relevant contextual information for each sample: Metadata.xlsx 5. Weighted unifrac distance file to explore beta diversity: Weighted-unifrac.tsv
DOI: 10.17632/svsp5w2656
title: Data for: Structural, dielectric and magnetic properties of La0.55Sr0.45MnO3 polycrystalline perovskite.

description: The structural properties have been investigated using XRD and FSEM data. Microstructure and chemical composition were determined by Scanning Electron Microscopy (SEM), which includes an energy dispersive X-ray diffractometer (EDX). Dielectric properties is assessed with the dielectric constant, temperature dependent capacitance and resistance. The magnetic property is assessed with the ac permeability and dc magnetization measurements.