cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.23285494.v1
title: Rethinking the clinical utility of distortion-product otoacoustic emission (DPOAE) signal-to-noise ratio

description: Distortion-product otoacoustic emission (DPOAE) levels are repeatable over time in normal-hearing individuals making DPOAE levels an ideal measurement for monitoring cochlear status in clinic and research applications. However, if DPOAE signal-to-noise ratio (SNR) values instead of levels are used for monitoring, the repeatability of this value needs to be established. This retrospective, cross-sectional study sought to determine DPOAE SNR repeatability in younger children, older children, young adults and a patient population with normal hearing. Each participant attended four sessions where DPOAE discrete frequency sweeps were collected at conventional (≤ 8 kHz) and/or extended-high frequencies (&gt; 8 kHz). To examine the extent of variability to be expected for DPOAE SNR, average absolute SNR differences-between-trials were determined and compared to average absolute DPOAE level differences-between-trials. One hundred forty-five participants, incorporating four different groups from three different studies. Ages ranged from 3 to 55 years. Average SNR differences-between-trials across all frequencies are greater than differences for average DPOAE levels. Improved calibration methods result in SNR differences-between-trials that are similar across all frequencies When monitoring cochlear health over an extended bandwidth, DPOAE levels are less variable across trials than SNR values, thus allowing earlier indicators of cochlear damage.
DOI: 10.17632/dy37h7fxzb
title: SPRING Mission Science Traceability Matrix (STM)

description: The Surface Probe Rover Investigating New Ground (SPRING) Science Traceability Matrix (STM) maps the relationship among NASA science goals, SPRING mission aims and mission instrument performance. NASA science goals, SPRING mission objectives, instrumentation and functional requirements are provided in a comprehensive table.
DOI: 10.6084/m9.figshare.14328500.v2
title: Database of survey to Determine the effect of sustainable supply chain management on business performance

description: This is database for the SPSS software in .Sav extension and this database contains 187 responses obtained from the maquiladora industry in northern Mexico. The questionnaire is available in https://doi.org/10.6084/m9.figshare.14328269.v1
DOI: 10.6084/m9.figshare.2059248.v1
title: cat-icecream dataset

description: A CSV containing cat-icecream data. Columns in order:<br><br>color (string): coat coloration of cat<br>age (integer): age of cat in years<br>favorite-icecream (string): favorite ice cream flavor<br>
DOI: 10.17632/znh69zmyfs
title: An investigation into the correlation between core muscle strength and flexibility of the rectus femoris, as well as quadriceps strength, among both normal-weight and obese patients with knee osteoarthritis.

description: The study aimed to investigate the relationship between core muscle strength, rectus femoris flexibility, and quadriceps strength in patients with knee osteoarthritis (OA), considering both obese and non-obese individuals. Participants aged between 40 and 70 were recruited based on knee OA grades 2 and 3. Demographic information was used to categorize participants into obese and non-obese groups. Subsequently, participants underwent assessments for core muscle strength, rectus femoris flexibility, and quadriceps strength, with the collected data compared between the two groups. Various outcome measures such as the Pressure Biofeedback Unit, Isokinetic Dynamometer, Ely’s Test, and Visual Analogue Scale (VAS) were employed for the assessments.
DOI: 10.17632/cf28vjbwg4
title: Good And Bad Classification Of Hyacinth bean curry

description: Data Description for Project: Good and Bad Classification of Hyacinth Bean Curry

The dataset for this project contains samples of Hyacinth bean curry, categorized into two classes: good and bad. The primary objective is to classify the quality of the curry based on relevant features extracted from the dataset. Below is a detailed description of the data components:

Dataset Overview:

Total Samples: 1000
Good Curry Samples: 500
Bad Curry Samples: 500
Data Features:
The dataset contains multiple features derived from sensory, chemical, and physical analyses of the curry samples, which may include but are not limited to:

Sensory Attributes:

Appearance (color intensity and uniformity)
Aroma (freshness and off-flavors)
Taste (bitterness, sweetness, or rancidity)
Texture (smoothness or lumpiness)
Physical Properties:

Moisture Content
Viscosity
Particle Size Distribution
Chemical Attributes:

pH Level
Acidity
Fat Content
Total Solids
Data Distribution:

Balanced dataset with an equal number of good and bad samples
Labels: Binary classification
0: Bad sample
1: Good sample
Data Collection Method:

Samples were prepared under controlled conditions to ensure consistency.
Sensory evaluation was conducted by trained panelists using a standard 5-point hedonic scale.
Chemical and physical properties were determined using laboratory analytical techniques.
Potential Data Processing Steps:

Handling missing values (if any)
Standardization or normalization of continuous variables
Feature selection to identify the most relevant parameters for classification
Encoding categorical sensory features
Project Goal:
The objective is to build a robust machine learning model capable of classifying the quality of Hyacinth bean curry into good or bad categories based on the extracted features, thereby assisting in quality control and product development processes.
DOI: 10.17632/sjc7c6phmd
title: fMRI of vesitibular migraine

description: From September 2023 to September 2024, 25 right-handed patients with VM and 17 patients with M were recruited from the Dizziness and Vertigo Outpatient Centre of the First Hospital of Harbin Medical University. All study subjects met the diagnostic criteria for VM according to the Headache Classification Committee of the International Headache Society (International Classification of Headache Disorders 3rd edition, ICHD-3); VM patients with concomitant neurological, psychiatric, auditory vestibular, or systemic diseases were excluded. MRI scans were performed on days 3-7 after a VM episode, and all patients were asked to be free of migraine and vertigo attacks on the day of the examination. All study subjects underwent routine neurological and neuro-otological examinations to rule out peripheral vestibular dysfunction. Demographic data were collected by face-to-face interviews with patients through standardised questionnaires. Headache patients were evaluated for migraine attacks using the HIT-6 score. Vertigo patients were evaluated for episodes of vestibular symptoms using the Dizziness Handicap Inventory (DHI scale) [24].
Recruitment of 5 age, gender, and education matched Hc group from the community, requiring no history of migraine, vestibular neuritis, Meniere's disease, secondary somatic vertigo, substance abuse, neurological, psychiatric, or systemic disorders, ischemic or hemorrhagic stroke, or severe head trauma involving any headache and dizziness. Volunteers with structural abnormalities on T1, lesions on T2, and moderate to severe white matter lesions on T2-FLAIR were excluded. This study was approved by the Ethics Committee of the First Hospital of Harbin Medical University. All participants voluntarily signed a written informed consent before entering the study.
next:Image acquisition
next:Image preprocessing
next: Calculation
DOI: 10.17632/thzjp39kbn
title: Simulation of hydrate formation and multiphase flow in porous media

description: Simulation of hydrate formation and multiphase flow in porous media
DOI: 10.6084/m9.figshare.10261064.v3
title: Positive psychological characteristics in patients with metabolic syndrome associated with prospective changes in diet and anthropometric factors

description: The prevalence of metabolic syndrome (MetS) is increasing worldwide and diet therapy plays a key role in treating this disease. Since most patients show difficulties in adhering to nutritional interventions, research on the association of positive psychological characteristics with greater engagement in healthy behaviors and better physical health is relevant to this field. The present study aimed to evaluate the association between positive psychology attributes (optimism, hope, self-esteem, positive/negative affect and life satisfaction) and changes in diet quality and anthropometric parameters of individuals with MetS who received nutritional counseling. The study assessed 63 patients (age 55.3 ± 14.1) at a nutrition outpatient clinic. Anthropometric parameters and 24-hour food recall data (for evaluation of the Brazilian Healthy Eating Index - Revised – BHEI-R) were collected at the first visit and subsequent return visit, on average five months later. Psychological data were collected at the first visit using validated and standardized scales. The results were adjusted in relation to the depression scores of the patients, which were evaluated using the Beck Depression Inventory-II (BDI-II). Changes in anthropometric factors and in the BHEI-R were assessed, associating them with the psychological attributes investigated. The results indicated that positive affect and hope were associated with improvement in BHEI-R scores (Cohen effect sizes -0.65 and -0.58; p = 0.012 and 0.025, respectively). A significant association was also observed between optimism and a reduction in abdominal circumference (Cohen effect size 0.56; p = 0.031). The associations remained significant even after adjusting for the BDI-II (p = 0.022, p = 0.037 and p = 27 0.05, respectively). No statistically significant associations were observed for the other attributes assessed. The study suggests that some attributes may have greater influence on the nutritional treatment of MetS and that future studies should be conducted in order to enable effective multidisciplinary interventions to treat MetS.
DOI: 10.6084/m9.figshare.21990287.v1
title: Vulnerable Verified Smart Contracts

description: Vulnerable Verified Smart Contracts is a dataset of real vulnerable Ethereum smart contracts. Based on the manually labeled Benchmark dataset of Solidity smart contracts. A total of 609 vulnerable contracts are provided, containing 1,117 vulnerabilities.The dataset is split into: "train", "validation" and "test". Each file is in the Apache Parquet data file format.<b>License</b>All Smart Contracts in the dataset are subject to their own original licenses.
DOI: 10.6084/m9.figshare.25817947.v1
title: Microsatellite data set from Gergonne et al. (2024) <b>Evolutionary history of soil-feeding Neotropical termites reveals recent divergence and geologic-climatic influences</b>

description: Microsatellite data set from Gergonne et al. (2024) <b>Evolutionary history of soil-feeding Neotropical termites reveals recent divergence and geologic-climatic influences</b>
DOI: 10.17632/2g6y7g24tw
title: Socio economic data set for slums in Lucknow, India

description: Socio economic field data for slums in Lucknow, India
DOI: 10.17632/7ncmjg28y8
title: BongFloralpedia: A comprehensive collection of diverse types of flowers growing in fields of Ranaghat, Bengal

description: This database is a collection of a total of 1920 images of flowers 
belonging to nine different types of flower species namely, Tuberose (247 images), Marigold 
(206 images), Ixora coccinea (202 images), Hibiscus (208 images), Crape jasmine (202 
images), Dhatura (200 images), Bougainvillea (207 images), 4o’ clock (208 images) and Rose 
(240 images) captured from real-fields located in Ranaghat, West Bengal, India. 
The images included in this database comprises of complex backgrounds containing weeds, 
soil, parts of other plants, etc. This database is created with the aim of providing a 
comprehensive collection of labelled floral images to train deep neural networks to perform 
automated classification of nine diverse types of floral species. The inclusion of flower images 
possessing complex backgrounds in this database enables it to train deep neural networks for 
performing highly accurate real-life identification of floral species. 
The images incorporated in this database are captured using mobile phones, Samsung Galaxy 
S20 FE 5G (Camera specifications: 12MP (Dual Pixel) OIS F 1.8 Wide Rear Camera+ 8MP 
OIS Tele Camera + 12 MP Ultra Wide 30X Space Zoom) and Redmi Note 9 pro max (Camera 
specifications: AI Quad camera array 64MP+8MP+5MP+2MP). 
The images of flowers included in this database are captured from real-fields located in 
Ranaghat, West Bengal, India which is one of the most well-known flower cultivation areas of 
the state, so the name of this database is termed as BongFloralpedia considering the place of 
origin of flowers whose images are included in this database.
DOI: 10.17632/fntnkpdtrc
title: Assessment of Radiation Protection Status of the Radiology Departments of Two Selected Secondary Hospitals in Kano Metropolis, Kano State, Nigeria

description: During the operation of x-ray machines, the radiology personnel and individuals in the patients’ waiting area and others in adjacent spaces may inadvertently be exposed to harmful doses of ionizing radiation. This radiation exposure can stem from tube leakage or scattered radiation during patient imaging procedures. The risk is particularly heightened in areas where protective barriers are insufficient. This study examines the levels of secondary radiation in two (2) busy radiology departments of secondary health facilities in Kano metropolis. Utilizing a Radiation Alert Ranger Multi-Purpose Digital Survey Meter, secondary radiation doses were measured at various locations, including the control panel, changing room, patient waiting area, protected cubicle, dark room/digitizer, and radiographer’s office. The results indicated significant variations in radiation exposure, with the highest measurement being 22.653 μSv/h in the changing room at Hospital ‘B’, and the lowest being 0.011 μSv/h in the patient waiting area at hospital ‘A’. Background radiation levels ranged from 0.077 to 0.203 μSv/h, with the highest levels recorded in the CT unit at Hospital ‘B’. The study emphasizes the critical need for continuous monitoring and stringent control of radiation exposure to ensure the safety of medical staff and the general public. Recommendations include the use of purpose-designed diagnostic room, instituting a valid quality assurance program, installation and use of efficient equipment, proper maintenance by trained personnel, adherence to standardized procedures, and robust shielding measures. These findings underscore the importance of regular inspections and improvements in radiation protection protocols within medical facilities.
DOI: 10.17632/vw862c8szs
title: A comprehensive human gastric cancer organoid biobank captures tumor subtype heterogeneity and enables therapeutic screening. Yan HHN et al. Mendeley Dataset 1

description: Summary of the samples submitted for whole-exome and transcriptome analysis and their associated sequencing statistics
DOI: 10.6084/m9.figshare.17297348.v1
title: Data on intertidal and terrestrial temperature in winter for Tor Bay Provincial Park

description: This data set describes daily minimum temperature in a wave-sheltered intertidal habitat and on nearby land and sea surface temperature in that intertidal habitat measured between 1 December 2007 and 4 April 2008 at Tor Bay Provincial Park, Nova Scotia, Canada.
DOI: 10.17632/3fcrtdf56m
title: Sam_Hernández-Jaña. Matrix of body composition and proportionality of elite and sub-elite Chilean soccer players

description: Anthropometric characteristics of elite and sub-elite Chilean soccer players
DOI: 10.17632/9zczv644bv
title: Analysis of differential expression of GABARAP family members in Glioblastoma

description: Our study is based on the analysis of the differential expression of GABARAP family members in glioblastoma (GBM). We investigated the expression of GABARAP’s (GABARAP, GABARAPL1, and GABARAPL2) and MAP1LC3’s (MAP1LC3A, MAP1LC3B, and MAP1LC3C) in GBM and Low-grade glioma (LGG) patient samples. We found that the GABARAP gene was highly expressed at transcript levels in the GBM patient sample as compared to other members of GABARAP and MAP1LC3’s. Since GABARAP’s and MAP1LC3’s genes are involved in the autophagy initiation and the autophagosome formation. So, we investigated the expression of these family members after autophagy regulation in GBM cell lines: U87MG and LN229. We used chloroquine (CQ) and Early Balanced Salt Solution (EBSS) for inhibition and initiation of autophagy. Chloroquine is a late-stage autophagy inhibitor while EBSS is a starvation induce media. After autophagy inhibition, the non-lipidated form of GABARAP (I) was increased. However, no changes were observed in GABARAPL1 and GABARAPL2 in both cell lines. Non-lipidated form of GABARAPL2 (II) showed increased expression in EBSS conditions. Temozolomide (TMZ) is a DNA alkylating agent used in the clinical treatment of newly diagnosed GBM. Interestingly, only the lipidated form of GABARAP genes was significantly highly expressed after TMZ concentration-dependent (200µM and 400 µM) and time-dependent treatments (24hrs and 48hr). We have got the same findings after treatment with IC50 concentration of TMZ in U87MG. We also analyzed that MAP1LC3A expression decreases after TMZ treatment. These outcomes conclude that ATG8 genes behave differently in response to TMZ treatment. We further investigated the role of GABARAP’s in GBM by its knockdown and overexpression. We performed an MTT assay to check the TMZ sensitivity after GABARAP’s knockdown and overexpression. We observed that TMZ sensitivity is decreased with GABARAP knockdown but not with knockdown of GABARAPL1 and GABARAPL2. After GABARAP knockdown the IC50 concentration of TMZ was significantly increased but the opposite result was seen after GABARAP overexpression. We also observed that GABARAP overexpression induced p53 expression upon TMZ treatment. P53 is a tumor suppressor gene and it shows a positive correlation with GABARAP. We’ve also checked the expression of P53 after GABARAP’s knockdown which was interestingly, decreased. Furthermore, we also found that a combined treatment of TMZ and CQ with IC50 concentrations increases the P53 expression. Our study demonstrated that the overexpression of GABARAP increased the sensitivity of TMZ with synergistic increased in P53. The differential role of GABARAPs can be useful for better therapeutic approaches in GBM.
DOI: 10.6084/m9.figshare.23296406.v1
title: Azolla caroliniana data.xlsx

description: Data used for publication titled "Low-cost cooking methods and their effect on nutritional factors in <em>Azolla caroliniana</em> Willd., a multipurpose plant"
DOI: 10.17632/nnxxxmhzgw
title: Dimensionality reduction of complex dynamical systems

description: Dimensionality reduction of complex dynamical systems
DOI: 10.17632/wptkwzf73m
title: Data for: Rapid analysis of food raw materials adulteration using laser direct infrared spectroscopy and imaging

description: This file contains the composition of each adulterated sample prepared.
DOI: 10.4121/13739296.v1
title: Lifecycle ageing tests on commercial 18650 Li ion cell @ 25°C and 45°C

description: Cycling ageing of Li ion 18650 commercial cell (Ni rich positive electrode and Si/Gr based negative electrode).Each test condition was applied on two cells.<br>The cells were aged at different C-rates and different environmental temperatures.The cells were cycled within a 10-90%SOC window. These levels are defined from fresh cells and fixed (i.e. not updated with ageing).The cycling is regularly interrupted to run a reference test.More details of the ageing tests can be found in the Everlasting deliverable https://everlasting-project.eu/wp-content/uploads/2020/03/EVERLASTING_D2.3_final_20200228.pdf
DOI: 10.5522/04/27280668.v1
title: Dynamic RGB Textures (Ready-to-use) Video Data with Time-varying Appearance

description: 22 videos of dynamic textures with time-varying visual statistics are collected. The data is pre-processed by the following protocol, and ready to use: each video is 5-second long and in the format of GIF, with different spatial resolutions. The data includes many natural phenomena: weathering, rusting, melting, molding, etc. All the sources of data can be found in this repo.This dataset is released in the paper:<br><i>Chen Liu and Tobias Ritschel. 2024. Neural Differential Appearance Equations. ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia) (2024).</i>
DOI: 10.6084/m9.figshare.25712982.v1
title: Supplementary table S1

description: Supplementary table S1 for the preprint of "Addressing pandemic-wide systematic errors in the SARS-CoV-2 phylogeny".
DOI: 10.17632/gsgdrjm2md
title: An unstructured geometrical un-split VOF method for viscoelastic two-phase flows

description: Since viscoelastic two-phase flows arise in various industrial and natural processes, developing accurate and efficient software for their detailed numerical simulation is a highly relevant and challenging research task. We present a geometrical unstructured Volume-of-Fluid (VOF) method for handling two-phase flows with viscoelastic liquid phase, where the latter is modeled via generic rate-type constitutive equations and a one-field description is derived by conditional volume averaging of the local instantaneous bulk equations and interface jump conditions. The method builds on the plicRDF-isoAdvector geometrical VOF solver that is extended and combined with the modular framework DeboRheo for viscoelastic computational fluid dynamics (CFD). A piecewise-linear geometrical interface reconstruction technique on general unstructured meshes is employed for discretizing the viscoelastic stresses across the fluid interface. DeboRheo facilitates a flexible combination of different rheological models with appropriate stabilization methods to address the high Weissenberg number problem.
DOI: 10.6084/m9.figshare.21525939.v1
title: Dataset

description: This set includes all collected data and figures used in this paper.