cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.13043510.v1
title: Thermodesulfobacteria.zip

description: GeneHunt based identification of Glycoside Hydrolases in (completely) sequenced bacterial genomes - retrieved from PATRIC.brc. <br>Ref for GeneHunt: https://www.nature.com/articles/s41598-019-46290-w. <br>File types: SEQ_strain.txt : <br>Fasta formated AA sequence of identified GH in "strain" <br>STAT_stain.txt: Stat for all the Prot. Domain in GHs identified in "strain" <br>G0_strain.pdf: graphical representation of the GHs in the sequenced chromosome of "strain" <br>G1_strain.pdf: graphical representation of all the GHs in the sequenced chromosome of "strain"
DOI: 10.6084/m9.figshare.22324189.v3
title: VCPNET: A new dataset to benchmark vegetation carbon phenology metrics

description: Supplementary Files (SF 2)-VCP metrics for AmeriFlux sites (SGL_PK_VEG_ACT_SSN)_Part 1-ver. 1.0Supplementary Files (SF 3)-VCP metrics for AmeriFlux sites (MULTI_PK_VEG_ACT_SSN)_Part 2-ver. 1.0Climate dataSupplementary Files (SF 2)-VCP metrics for AmeriFlux sites (SGL_PK_VEG_ACT_SSN)_Part 1-ver. 1.1updatelog
DOI: 10.6084/m9.figshare.24793053.v1
title: Supplementary Material for: Pars plana vitrectomy with or without internal limiting membrane peel for epiretinal membrane: a systematic review and meta-analysis

description: Background: The safety and effectiveness of pars plana vitrectomy (PPV) with internal limiting membrane (ILM) peeling remains poorly understood for the treatment of epiretinal membrane (ERM).
Objectives: Our study aims to compare the safety and effectiveness of PPV with and without ILM peeling for ERM.
Methods: A systematic literature search was conducted on Ovid MEDLINE, Embase, Cochrane Library and Google Scholar from January 2000 to January 2023 for comparative studies reporting visual and anatomical outcomes for patients with ERM that received PPV with or without ILM peeling. Primary outcomes included best-corrected visual acuity (BCVA) at last study observation and change in BCVA from baseline. Secondary outcomes included retinal thickness (RT) at last study observation, change in RT from baseline, risk of ERM recurrence, and adverse events. A random effects meta-analysis was performed. Risk of bias of randomized controlled trials (RCTs) was assessed using the ROB2 tool of observational studies using the ROBINS-I tool. The certainty of evidence of outcomes were evaluated using GRADE criteria.
Results: 19 studies reporting on 1,291 eyes at baseline were included. PPV with and without ILM peel achieved a similar BCVA at last study observation (p=0.68) and change in BCVA from baseline (p=0.79). These findings remained consistent irrespective of whether simultaneous phacoemulsification was performed. PPV with ILM peel achieved a significantly lower incidence of ERM recurrence (RR=0.26, 95%CI=[0.13, 0.51], p&lt;0.0001) and additional surgery (RR=0.17, 95%CI=[0.04, 0.74], p=0.02) compared to PPV without ILM peel. 
Conclusion: PPV with and without ILM peel achieved a similar BCVA at last study observation in ERM patients. Patients treated with PPV and ILM peel also had a reduced risk of ERM recurrence and lower re-operation risk. These conclusions are associated with a moderate certainty of evidence and potential for bias from multiple non-randomized studies.
DOI: 10.6084/m9.figshare.27134016.v1
title: Detailed data_industrial solid waste in China.xlsx

description: Rapid industrialization of China generated great amount of industrial solid waste, causing significant environmental pressure. However, a complete temporal dataset of this waste in China is absent, due to unplanned collection effort or changing statistical standard. There is an urgent need to have a complete dataset of industrial solid waste generated each year, in order to come up with targeted policy for resource recovery, recycling, and circular economy initiatives. To fill the data gap, we collected the current available data and use six machine learning model to complete the dataset across 338 cities in China from 1990-2022. Bayesian optimization has been utilized to find the best model and enhance the predictive model's performance and resilience. Furthermore, we selected six dominant industrial waste that occupy the majority amount of the overall waste generation, and present the data at city-level. This dataset can provide policymakers with valuable insights into waste generation patterns, to address specific waste management challenges of different regions in China.
DOI: 10.6084/m9.figshare.27314922.v1
title: Raw data for the figures in the manuscript "Activity-induced annealing leads to a ductile-to-brittle transition in amorphous solids" by Rishabh Sharma and Smarajit Karmakar

description: These are the raw dataset for the main figures the manuscript "Activity-induced annealing leads to a ductile-to-brittle transition in amorphous solids".
DOI: 10.6084/m9.figshare.29002610.v1
title: Supplementary Material for: Post-pancreatitis splenic artery pseudoaneurysm as a luring danger – a case report

description: INTRODUCTION
Splenic artery aneurysm (SAA) is a rare but potentially life-threatening condition. SAA can occur following an acute or chronic pancreatitis as a pseudoaneurysm, iatrogenic (post pancreatic/ splenic surgery) or post-traumatic. If symptomatic it needs to be treated urgently as it has a high risk of rupture
CASE PRESENTATION
Here is a case where a ruptured aneurysm presented in an unusual manner. First, as an acute abdomen and, second, delayed, as hemorrhagic shock. Only emergency laparotomy and splenectomy saved the patient`s life. 
CONCLUSION
If a splenic artery pseudoaneurysm is detected on CT scan, there is an increased risk of rupture irrespective of the size and the patient that should be pro-actively managed. Concomitant abdominal findings and diseases can delay diagnosis and underestimate the risk.
DOI: 10.6084/m9.figshare.12462095.v1
title: JARVIS-DFT Finite Difference Elastic Constants (JVASP-40909 to JVASP-48312)

description: Contains input/output files for finite difference method based elastic calculations in the JARVIS-DFT.
DOI: 10.6084/m9.figshare.12776312.v1
title: Supplementary Material for: Congenital Anomalies in Very-Low-Birth-Weight Infants: A Nationwide Cohort Study

description: <b><i>Background:</i></b> Management of newborn infants with congenital anomalies is challenging and requires a multidisciplinary approach. The prevalence of congenital anomalies in very-low-birth-weight infants (VLBWIs; birth weight &lt;1,500 g) has been rarely reported. <b><i>Objectives:</i></b> The aim of this study was to investigate the epidemiology of congenital anomalies in VLBWIs and the association with early mortality and major morbidities. <b><i>Study Design:</i></b> A prospective cohort study was performed using data collected from 70 centers registered in the Korean Neonatal Network. Data from the VLBWIs with major congenital anomalies (<i>n</i> = 289) and the controls (<i>n</i> = 867), selected by 1:3 frequency matching for gestational age, were compared. <b><i>Results:</i></b> The overall prevalence of major congenital anomalies in VLBWIs was 34.9 per 1,000 live births (289/8,156). The top 2 ranked subgroups of congenital anomalies were the digestive system (31.7%) and congenital heart defects (27.7%), followed by chromosomal anomalies, genitourinary tract defect, central nervous system, other anomalies, undefined, and respiratory system. The group with congenital anomalies had a higher mortality (40.7%) than the control group (11.1%). Each subgroup of congenital anomalies, except for chromosomal anomalies, increased the risk of mortality, with the highest odds ratio associated with “other” anomalies, which includes hydrops fetalis and congenital diaphragmatic hernia. In the multivariate analysis, congenital anomaly was a risk factor for mortality, bronchopulmonary dysplasia, and severe-grade intraventricular hemorrhage. VLBWIs with congenital anomaly demonstrated impaired in-hospital growth as compared with the control group. <b><i>Conclusion:</i></b> Congenital anomaly increased the risk of in-hospital mortality and was associated with short-term neonatal morbidities in the VLBWIs.
DOI: 10.17632/kbft73pdkw
title: Data Buffalo Toraja

description: This data was taken directly in the Toraja area using a digital camera, a minimum shooting distance of 3 m in video form, the results of the shooting are divided into frames
DOI: 10.17632/smvwr6dk7y
title: Pre/Post tests of PSVT: R

description: Research Hypothesis: The hypothesis of the study is that students' spatial visualization ability can be enhanced through coursework and training related to advanced technologies such as 3D modeling and 3D printing. The effectiveness of improvement may vary among students, considering factors such as gender, major, and pre-existing spatial ability levels.
Data Description: The dataset primarily presents the results of spatial visualization ability tests administered to students before and after the implementation of the coursework. Additionally, it includes demographic information such as gender, major, and spatial ability levels. The assessments utilized the Revised Purdue Spatial Visualization Test: Rotations (Revised PSVT: R), a widely recognized tool for evaluating an individual's spatial visualization capacity, particularly in mental rotations.
Interpretation and Significance: The data serves as a valuable resource for researchers, educators, and psychologists, offering insights into the impact of coursework and training on students' spatial visualization abilities. The dataset facilitates an understanding of the varying effects based on individual characteristics, contributing to the development of strategies aimed at enhancing spatial visualization skills.
DOI: 10.6084/m9.figshare.14578605.v1
title: Dataset SHOT Norway 2016-2018 non-biological measures.sav

description: The SHOT study (Study of Health Outcome after Trauma) Norway includes 110 patients attending an outpatient mental health clinic in Southern Oslo between 2016-2018.<br>
DOI: 10.6084/m9.figshare.28515986.v1
title: Tumor_Q3_55segments_1162_targets

description: Count data tumor segments after preprocessing (filtering) and normalization.
DOI: 10.6084/m9.figshare.8053688.v3
title: XXX

description: <br>XXXX
DOI: 10.6084/m9.figshare.871578.v1
title: VISK-raw dataset

description: This dataset contains all of the raw data collected and analysed in Norway for the VISK project. <br>
DOI: 10.6084/m9.figshare.13567838.v3
title: Anexo 4. Ethical vocabulary Data

description: mapping of ethical vocabulary
DOI: 10.6084/m9.figshare.20330853.v1
title: obsGPP and aveGPP

description: The GPP data used in https://doi.org/10.1016/j.scitotenv.2021.146965
DOI: 10.6084/m9.figshare.24638403.v1
title: Source_Data_Figures.xlsx

description: The global evidence-base on the effectiveness of climate change adaptation interventions in low- and middle-income countries (LMICs) has been rapidly growing in recent years, particularly in the agricultural and coastal sectors. This paper addresses the question of whether results are consistent across pre-defined types of interventions, and risk reduction vs. development-related outcomes using a systematic review of 363 empirical observations published in the scientific literature. At large, the quantitative data shows that adaptation interventions can be effective with regard to both risk reduction and development. That said, we found more evidence of risk reduction outcomes in the coastal sector and of development outcomes in the agricultural sector. Also, results show that nature-based solutions (NbS) have the strongest positive effects for both the coastal and agricultural sectors and across outcomes. Informational interventions also exhibit positive effects across outcomes in the agricultural sector. Social/behavioural interventions in the coastal sector show particularly negative effects on development-related outcomes that will need to be further tested. Taken together, our results highlight the opportunity for development and climate adaptation practitioners to promote co-benefits beyond risk reduction, particularly in the case of NbS. Further research shall combine quantitative analyses like this one with more qualitative syntheses.
DOI: 10.6084/m9.figshare.29096312.v1
title: Figure source data.xlsx

description: <b>Description</b> of the reserach~
DOI: 10.6084/m9.figshare.3543839.v1
title: Appendix G. Linear discriminant analysis using 13C variations among six essential amino acids of the present study and those of Scott et al. (2006).

description: Linear discriminant analysis using 13C variations among six essential amino acids of the present study and those of Scott et al. (2006).
DOI: 10.6084/m9.figshare.5129653.v1
title: Supplementary Material for: Padma 28 bei venösem Ulcus cruris und durch chronisch-venöse Insuffizienz bedingten Ödemen - ein Fallbericht aus der Praxis

description: Medicine
DOI: 10.17632/85nz9k5tf5
title: Dataset from transnational survey about Electric Vehicles' knowledge and attitude of European consumers

description: This dataset contains data concerning a transnational survey about knowledge and attitude levels towards electric vehicles (EVs) across European consumers. The survey was conducted within the context of the proEME project (pro-eme.eu) in five countries namely, Denmark, Germany, Hungary, Norway and The Netherlands. Its purpose was to understand public knowledge and perception of EVs, and to identify the misconceived topics about EVs. The survey consisted of 51 multiple-choice questions with topics such as socio-demographics, mobility behaviour and included 23 statements regarding “EV myths”. This dataset can be used for quantitative and qualitative analyses in the area of public perceptions and understanding of EVs.
DOI: 10.17632/c4n7fckkz3
title: DNS Exfiltration Dataset

description: DNS exfiltration dataset was recorded in a realistic network environment. More than 50 million DNS requests were recorded on one of the ISP's DNS servers. The data in the dataset was anonymised by changing all IP addresses using injective mapping. 
Features in the dataset are split into single request and aggregate features. Single request or DNS label-based features can be calculated for each DNS request independently using only the textual characteristics of the request. On the other hand, aggregate features are calculated using multiple subsequent request from one client to a particular TLD. This reduces the size of the dataset to about 35 million records. The complete list of features with descriptions can be found in dataset_description.txt file. For all of the features which are based on finding English words in the request we used about 60.000 most commom English words. The list of used words can be found in english_words.txt.
The main dataset (dataset.csv) contains regular requests and exfiltrations performed using DNSExfiltrator and Iodine tools. Additional dataset (dataset_modified.csv) contains only exfiltrations executed with modified DNSExfiltrator tool. Waiting times between two consecutive requests in this dataset are randomised and the requests also have lower entropy causing the detection to be much harder.

If you use this dataset for your research, please cite: Žiža, K., Tadić, P. & Vuletić, P. DNS exfiltration detection in the presence of adversarial attacks and modified exfiltrator behaviour. Int. J. Inf. Secur. (2023). https://doi.org/10.1007/s10207-023-00723-w
DOI: 10.6084/m9.figshare.12814848.v1
title: .ipynb_checkpoints

description: Thesis model files
DOI: 10.6084/m9.figshare.28783280.v1
title: Viral_Social_Media_Trends.csv

description: This dataset captures viral trends across major social media platforms, including popular hashtags, content types, engagement metrics, and platform-specific virality patterns. It offers insights into the dynamics of online trends, influencer impact, and audience interaction over time. Ideal for social media analysis, digital marketing strategies, and trend forecasting.
DOI: 10.6084/m9.figshare.5239657.v2
title: RGB raw data

description: Dataset of raw RGB values calculated from the photographs of larvae from the following heterogeneous dowel treatments:<br>T34 (100G): 100% green dowelsT35 (70G): 70% green dowels; 30% brown dowels T36 (50BG): 50% green dowels; 50% brown dowelsT37 (30G): 30% green dowels; 70% brown dowelsT38 (0G): 100% brown dowels
DOI: 10.17632/skzrbhr9b4
title: Data for: Variable Selection by Double Competitive Adaptive Reweighted Sampling for Calibration Transfer of Near Infrared Spectra

description: The corn dataset
DOI: 10.17632/y3s4hnyvg6
title: Ngn2 induces diverse neuronal lineages from human pluripotency

description: Human neurons engineered from induced pluripotent stem cells (iPSCs) through Neurogenin 2 (Ngn2) overexpression are widely used to study the mechanisms controlling neuronal differentiation and to model human neurodevelopmental and neurological diseases. However, the differentiation paths and heterogeneity of neurons that are produced through this cell fate programming method have not been fully explored, thus limiting the ability to interpret the results gained from averaging across an ensemble of cells. Here we used single-cell transcriptomics to dissect the cell states that emerge during Ngn2 overexpression across a time course from pluripotency to neuron functional maturation. We find that there is substantial molecular heterogeneity in the neuron types that are generated, with at least two populations that express genes associated with neurons of the peripheral nervous system. Neuron heterogeneity is observed across multiple iPSC clones and lines from different individuals. We find that neuron fate acquisition is sensitive to Ngn2 expression level and the duration of Ngn2 forced expression. Our data reveals that Ngn2 dosage can regulate neuron fate acquisition, and that Ngn2-iN heterogeneity can confound results that are sensitive to neuron type.
DOI: 10.6084/m9.figshare.28711121.v1
title: Link de acesso aos vídeos analisados

description: Nesta tabela constam os links dos 24 vídeos analisados na pesquisa sobre a rede de desinformação dobre a Amazônia no Youtube.
DOI: 10.6084/m9.figshare.29152127.v1
title: Interview: Protocol & Questions

description: A Preliminary Study: Artificial Intelligence-Personalizing Learning Skills Among Undergraduate
DOI: 10.17632/5hdd39s53n
title: Journal Tridiagonal Toeplitz Matrix

description: Journal Tridiagonal Toeplitz Matrix
DOI: 10.6084/m9.figshare.24196554.v1
title: The annual maximum NDVI dataset of fourteen large coal bases in China (2013-2022)

description: The annual maximum NDVI dataset of fourteen large coal bases in China (2013-2022).
DOI: 10.6084/m9.figshare.26086030.v1
title: Supplementary Dataset 1

description: Dataset for Mitigation of Motion Artifacts in Handheld Laser Speckle Contrast Imaging Illustrated on Psoriasis Lesions. https://doi.org/10.1109/TBME.2024.3438375This MATLAB dataset must be loaded in the provided software (https://doi.org/10.6084/m9.figshare.26086072.v1) for regeneration of the data shown in figures of the manuscript 'Mitigation of Motion Artifacts in Handheld Laser Speckle Contrast Imaging Illustrated on Psoriasis Lesions'
DOI: 10.6084/m9.figshare.26188022.v1
title: Data sets in paper review for Hybrid Lightweight Data-Driven Modelling

description: The data set in the paper review and some data will be cancelled if the review fails.
DOI: 10.6084/m9.figshare.28786046.v2
title: Supplementary figures

description: Supplementary figures for microBIS - An integrated AI laboratory Assistant for Bacteria and Antimicrobial Resistance Identification
DOI: 10.17632/ckjrch6bxg
title: Data of "An Observational Study of Out-of-Hospital Cardiac Arrests Reported In Indian Print Media"

description: Background:Newspapers in India often report incidents of cardiac arrest. Media reports are a source for raising awareness of cardiac arrest and Cardiopulmonary Resuscitation (CPR) among the public. Data on Out-of-Hospital Cardiac Arrests(OHCA) is limited in India. Methods: The study aims at evaluating the reports of OHCA as reported in print media (particularly newspapers in India) with Utstein template-portrayal of cardiac arrest, demographics, patient and resuscitation characteristics. Methods: Study design: This is an observational study of a cohort of cardiac arrests reported in selected Indian English newspapers. Setting:There has been an attempt in securing national data on OHCA.There is no single source or agency in India through which all media reports can be collected. Only English newspapers with websites and data available for public domain were accessed for reports of cardiac arrest. Participants: Subjects from reports of cardiac arrest in various locations in India. Sources of data: Newspaper reports from English language Indian newspapers with wider circulation. They were retrieved from the archives during 2001-2019 from the websites of : The Hindu, The New Indian Express, The Times of India, Hans India and The Pioneer. All the articles are screened for eligibility. Initially, those reports with a search word "cardiac arrest" were retrieved. Articles eligible for inclusion included persons sustaining cardiac arrest at several Indian locations. Reports with no reference to a possible cardiac arrest were excluded. Articles in different newspapers of the same cardiac arrest victim were searched for any additional information, and only the best report was included. Those due to obvious possible non-cardiac causes such as trauma were excluded. Data related to Utstein variables were extracted from these reports. Data of OHCA subjects were selected for analysis. Results: 1779 reports reviewed and 1703 selected after excluding 76. Of these, 279 reports did not specify whether it was an In-Hospital Cardiac Arrest (IHCA)or OHCA. Of the remaining 1424 reports,377 reports were IHCA, and 1047 were OHCA. 1047 OHCA cases selected for analysis. The study noted male preponderance and a median age of 51--60 years. OHCA commonly occurred in residential locations, followed by public buildings, other places and street/highways. Prior risk factors, heart disease, symptoms were reported in some reports. Of 15 subjects who received CPR, 11 were reported to have survived. Though demographic data is reported in the majority, there is poor reporting of clinical and resuscitation details. Limitations:The study may not reflect the total number of OHCA reported as accessing the information from newspapers in different languages from different States was a limiting factor. Conclusions: The study gives a glimpse of OHCA in India and emphasizes the need for elaborate reporting of data on cardiac arrest. The crucial role of media is recognized.
DOI: 10.17632/m823gmygtw
title: FFB adoption

description: The data contains responses of 421 fortified food and beverage consumers for understanding their preference towards adoption of fortified foods and beverages in India.
DOI: 10.6084/m9.figshare.13089338.v1
title: Gephi network file for Accnet with 800 NR E. coli and Shighella.

description: Gephi file to load the Accnet 800 network.<br>
DOI: 10.6084/m9.figshare.20289540.v1
title: Supporting data for 'A review of speleothems as archives for palaeofire proxies, with Australian case studies'

description: Supporting dataset for the manuscript " A review of speleothems as archives for palaeofire proxies, with Australian case studies "
DOI: 10.6084/m9.figshare.28817492.v1
title: <b>The utilization of artificial burrows by plateau pikas under rapid vegetation restoration</b>-Raw Data.xlsx

description: These files contain the datasets used in the data analyses in the paper "<b>The utilization of artificial burrows by plateau pikas under rapid vegetation restoration</b>".