cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/yf856mhh5d
title: NEONATAL RESPIRATORY DISTRESS

description: INTRODUCTION: Respiratory distress (RD) is the most common cause of the development of critical neonatal conditions, requiring treatment in the intensive care unit, while the identification of early predictors of an unfavorable outcome of RD is one of the most important tasks of modern neonatology, the solution of which will reduce the development of severe complications and deaths.
The aim is to identify predictors of adverse outcome of respiratory distress in newborns requiring ICU treatment.
MATERIALS AND METHODS. Design - retrospective observational study. 180 newborns were examined, among which there were 109 (61%) boys and 71 (39%) girls. The average weight of children was 1620 (1075-2197.5) g, and the gestational age was 31.8 (29-34.5) weeks. The Apgar score in the first minute was 5 (4-7), in the fifth - 7 (6-7) points. The duration of mechanical ventilation was 52 (12.5-242) hours, the duration of treatment in the ICU was 10 (6-19) days. Deaths occurred in 6 (3%) cases, nine (5%) children were transferred for further treatment to other hospitals.
RESULTS. The adverse outcome of RD most often occurred in children with low birth weight 1160 (890-1750) g, gestational age 30 (27-32) weeks and low Apgar scores at 1 and 5 minutes (5 and 6, respectively), which was statistically significant. The maximum prognostic significance with respect to outcome was birth weight and gestational age (AUC ROC = 0.80); Apgar score at 1 minute (AUC ROC = 0.71) Silverman-Andersen scores (AUC ROC = 0.73) and nSOFA scores (AUC ROC = 0.74). A mathematical model was developed to assess the probability of an unfavorable outcome of respiratory distress in newborns, including birth weight, Apgar scores at 1 minutes and nSOFA organ dysfunction on the first day of life. The model has high predictive power (AUC ROC was 0.865 (p = 0.0001); sensitivity = 84.5%, specificity = 82%, accuracy 86%).
CONCLUSION. Independent predictors of an unfavorable outcome of respiratory distress in newborns are birth weight less than 1475 g, Apgar score at 1 minutes less than 5 points and nSOFA organ dysfunction on the first day of life more than three points.
DOI: 10.6084/m9.figshare.19234530.v7
title: ROBOD, Room-level Occupancy and Building Operation Dataset

description: The availability of the building’s operation data and occupancy information has been crucial to support the evaluation of existing models and development of new data driven approaches. This paper describes a comprehensive dataset consisting of indoor environmental conditions, Wi-Fi connected devices, energy consumption of end uses (i.e., HVAC, lighting, plug loads and fans), HVAC operations, and outdoor weather conditions collected through various heterogeneous sensors together with the ground truth occupant presence and count information for five rooms located in a university environment. The five rooms include two different-sized lecture rooms, an office space for administrative staff, an office space for researchers, and a library space accessible to all students. A total of 181 days of data was collected from all five rooms at a sampling resolution of 5 minutes. This dataset can be used for benchmarking and supporting data-driven approaches in the field of occupancy prediction and occupant behaviour modelling, building simulation and control, energy forecasting and various building analytics. <br> If you are interested in using this dataset, please cite our work as follows: Tekler, Zeynep Duygu, et al. "ROBOD, room-level occupancy and building operation dataset." <em>Building Simulation</em>. Tsinghua University Press, 2022. https://doi.org/10.1007/s12273-022-0925-9
DOI: 10.6084/m9.figshare.3839991.v1
title: Xenopus laevis: overview over late tadpole stages

description: Overview of the developmental stages of <i>Xenopus laevis</i> - i.e. composite of all the individual images with a dorsal view and a white background (the individual images are available in 'Individual images of Xenopus laevis tadpoles'; see references). 'WhiteDorsalCollection' is a composite of images with the background removed; the other files have been generated using different tracing options in Adobe Illustrator to convert the images to vector graphics (the filename indicates the tracing option).
DOI: 10.6084/m9.figshare.4929515.v1
title: Supplementary Material for: Efficacy, Safety, and Tolerability of Armodafinil Therapy for Hypersomnia Associated with Dementia with Lewy Bodies: A Pilot Study

description: <b><i>Background/Aims:</i></b> Hypersomnia is common in dementia with Lewy bodies (DLB). We assessed the efficacy, safety, and tolerability of armodafinil for hypersomnia associated with DLB. <b><i>Methods:</i></b> We performed a 12-week pilot trial of armodafinil therapy (125-250 mg orally daily) in DLB outpatients with hypersomnia. The patients underwent neurologic examinations, a neuropsychological battery, laboratory testing, electrocardiography, and polysomnography. Efficacy was assessed at 2, 4, 8, and 12 weeks. Safety assessment included laboratory examinations, QTc interval, and heart rate. Tolerability was assessed by analysis of adverse events. Data were analyzed using the last-observation-carried-forward method. <b><i>Results:</i></b> Of 20 participants, 17 completed the protocol. The median age was 72 years, most of the participants were men (80%), and most had spouses as caregivers. The Epworth Sleepiness Scale (<i>p</i> &lt; 0.001), Maintenance of Wakefulness Test (<i>p</i> = 0.003), and Clinical Global Impression of Change (<i>p</i> &lt; 0.001) scores improved at week 12. The Neuropsychiatric Inventory total score (<i>p</i> = 0.003), visual hallucinations (<i>p</i> = 0.003), and agitation (<i>p</i> = 0.02) improved at week 4. Caregiver overall quality of life improved at week 12 (<i>p</i> = 0.004). No adverse events occurred. <b><i>Conclusion:</i></b> These pilot data suggest improvements in hypersomnia and wakefulness and reasonable safety and tolerability of armodafinil therapy in hypersomnolent patients with DLB. Our findings inform the use of pharmacologic strategies for managing hypersomnolence in these patients.
DOI: 10.6084/m9.figshare.9943334.v1
title: Data from: An Investigation of Machine Learning Methods in Delta-radiomics Feature Analysis

description: This dataset includes 12 patients with advanced brain glioma treated with combination of stereotactic radiosurgery (SRS) and bevacizumab. DICOM files of T1 MRI, T2 FLAIR MRI collected at pre-radiotherapy (RT), one-week post-RT, and two-month post-RT are provided. The post-RT images have been rigidly registered to the pre-RT MRI by experienced medical physicists. The RT structure sets from pre-RT MRI contoured by experienced physicians are provided. <br>
DOI: 10.17632/psmvnb3fv2
title: Database "Monuments of the archaeological heritage of the Belgorod region"

description: Due to the lack of a unified database of objects and territories of the archaeological heritage for the Belgorod region (Russia), the authors developed the database "Monuments of the archaeological heritage of the Belgorod region" using Microsoft Access 2007. The database contains information about the officially recorded monuments of the archaeological heritage of the region. Structurally, the database consists of five interconnected tables that reflect 17 indicators, on the basis of which it is possible to form various queries. The database can be used as a basis for the work of the Department of State Protection of Cultural Heritage Objects. In addition, the database was introduced into the information resource: Eurasian Kurgan Database.
DOI: 10.17632/v6r28ym4cn
title: Minoxidil-induced hypertrichosis

description: Proportion of patients who developed hypertrichosis and its degree by hypertrichosis score (HS) in each of 12 assessed areas.
DOI: 10.17632/x936mcx5wr
title: Fiscal Policy, Institutional Quality, and Inequality

description: The study examined the effect of fiscal policy on income inequality and whether institutional quality matters given heterogeneity in fiscal policy approach and income redistribution among different countries. We use the Gini coefficient from the Sweiss Standardised Income Inequality Database (SWIID). It measures disposable income (income after tax) among individuals. The scale ranges from 0 (perfect equality) to 100 (perfect inequality). We used tax revenue (% of GDP) minus government spending (% of GDP) as a measure of fiscal policy. We calculated it using data from the World Bank World Development Indicators. We use an average of the six composite governance indicators—voice of accountability, political stability and absence of violence or terrorism, government effectiveness, regulatory quality, rule of law, and control of corruption—from the World Bank World Governance Indicators to comprehensively measure the efficiency and effectiveness of a country's formal institutions. We use growth and trade as control variables due to their potential redistributive effects. The World Bank World Development Indicators measure economic growth through the annual GDP growth rate. Another control variable is trade. We measure trade using the World Bank World Development Indicators data, calculating total exports and imports as a percentage of GDP. 

We used 21 countries from 1996 to 2022. The study included countries with high institutional quality and others with low institutional quality. The results show that strong institutions generally bolster the reduction of income inequality through expansionary fiscal policy. The individual country effects show varied results across countries with weak and strong institutions. This shows that the relationship between fiscal policy, institutional quality, and income inequality is affected by differences in how fiscal policy is applied and whether institutional quality puts efficiency ahead of redistribution.
DOI: 10.17632/zysdrt29ft
title: Data for: Capillary pressure characteristics of CO2-brine-sandstone systems

description: This is the coreflood data we measured during the different experiments
DOI: 10.6084/m9.figshare.1414677.v2
title: BED file of all CpG sites on chromosome 17

description: BED format file, every CpG site on chr17. See http://genome.ucsc.edu/FAQ/FAQformat.html#format1 http://genome.ucsc.edu/cgi-bin/hgCustom
DOI: 10.6084/m9.figshare.14832714.v2
title: Hungarian EEG Data Processing

description: Preprocessing of Hungarian EEG data in BVA.
DOI: 10.6084/m9.figshare.29037140.v2
title: Raman-ChEMBL-part1-db

description: Raman-ChEMBL-part1-db
DOI: 10.6084/m9.figshare.6580427.v1
title: Protocol and data for dbCAN analysis of Lactobacillus crispatus strains

description: Protocol and data for dbCAN analysis of <i>Lactobacillus crispatus</i> strains. Belonging to http://www.reblab.org/ongoing-experiments-log/carbohydrate-active-enzymes-in-lactobacillus-crispatus-a-possible-link-between-the-pullulanase-gene-and-growth-on-glycogen/
DOI: 10.6084/m9.figshare.7393550.v2
title: Analyzing the Speech Act of Disagreement Produced by Iraqi EFL Learners- ready

description: Data sets about the gender disagreement strategies<br>
DOI: 10.17632/hr6mszn32n
title: Personality dysfunction, resilience and caregiving stress

description: The database contains:
- socio-demographic information for 224 informal caregivers of children and adults with developmental disabilities;
-scores on personality dysfunction as conceptualized by the alternative model of personality dysfunction in the DSM-5;
-scores on trait resilience and caregiving stress.
The aim of the study underlying this data is to investigate the moderating role of trait resilience on the relationship between personality dysfunction and caregiving stress.
DOI: 10.17632/y9bj7ync5d
title: Lanctôt et al. 2024b JDS supplemental tables

description: Supplemental Tables for the paper "Effect of prolactin concentration during the dry period on the subsequent milk production of dairy cows"
DOI: 10.6084/m9.figshare.13286204.v1
title: Supplementary Material for: A Prospective Cohort Study of Fecal miR-223 and miR-451a as Noninvasive and Specific Biomarkers for Diagnosis of Necrotizing Enterocolitis in Preterm Infants

description: <b><i>Objective:</i></b> The objective of this study is to evaluate the usefulness of fecal microRNA (miR)-223 and miR-451a, as novel noninvasive biomarkers for early diagnosis of necrotizing enterocolitis (NEC) in preterm infants. <b><i>Methods:</i></b> Among the top-listed target miRNAs in our previous differential microarray analysis, miR-223 and miR-451a were quantified in a pilot validation case-controlled study (NEC vs. non-NEC/nonsepsis infants; <i>n</i> = 6 in each group). A definitive prospective cohort study (<i>n</i> = 218) further assessed their clinical usefulness as noninvasive and specific diagnostic biomarkers. Fecal calprotectin was quantified in parallel for comparison. <b><i>Results:</i></b> Of 43 proven NEC cases in the cohort study, 24 (55.8%) had fecal samples recovered within the first 3 days of clinical presentation. Fecal miRNA-223 (10.5 fold), miR-451a (4.5 fold), and calprotectin (2.1 fold) concentrations were significant higher in NEC compared with the non-NEC group (<i>p</i> &lt; 0.009). Accepting a minimum sensitivity of 0.75, the positive predictive values (PPVs) ranged between 0.19 and 0.20. Combining fecal biomarkers and CRP (Day 1) could marginally increase the PPVs (0.31–0.34) but adversely lowered the sensitivity (0.54–0.63). <b><i>Conclusions:</i></b> Although fecal miRNA biomarkers and calprotectin concentrations were significantly higher in the NEC group, the considerable overlapping of concentrations between groups and low recovery of stool specimens within 72 h of clinical presentation rendered fecal noninvasive tests of limited clinical value in guiding diagnosis of NEC during the acute phase. A further study is underway to evaluate their roles in surveillance for predicting high-risk premature infants developing NEC.
DOI: 10.6084/m9.figshare.21667874.v3
title: Unified Graph Neural Network Force-field for the Periodic Table for Solids

description: GitHub-repo: https://github.com/usnistgov/alignn<br>https://scholar.google.com/citations?user=9Q-tNnwAAAAJ&hl=en<br><br><pre></pre><pre><pre></pre></pre>
DOI: 10.6084/m9.figshare.28443032.v1
title: Sleep Deprivation and the Gut Microbiome: A Systematic Review and Meta-Analysis for Gut microbes review

description: Sleep Deprivation and the Gut Microbiome: A Systematic Review and Meta-Analysis for Gut microbes review
DOI: 10.6084/m9.figshare.29082710.v1
title: Alignments and trees associated with Fig. 2 and S2: Avs9 is part of prokaryotic defense systems and induces cell death in bacteria, through its SAMD9/SLFN-analogous active site in the AlbA_2 domain. AlbA_2 effector domain is shared between human SLFNs, SAMD9s and bacterial Avs9, with a conserved catalytic site.

description: Alignments (MSA with Muscle and MSTA with FoldMason) and Trees (IQ-TREE) for Fig. 2 and S2. Legrand et al.
DOI: 10.6084/m9.figshare.3180280.v2
title: Oceanic picoplankton abundance measured by flow cytometry between1987 and 2004 - Database in Access 2007 format.

description: This dataset (Access format) encompass a number of cruises from 1985 to about 2004 with depth profiles of photosynthetic picoplankton measure by flow cytometry.<br><br>Buitenhuis, E.T., Li, W.K.W., Vaulot, D., Lomas, M.W., Landry, M., Partensky, F., Karl, D.M. et al. 2012. Picophytoplankton biomass distribution in the global ocean. Earth Syst. Sci. Data. 4:37–46.<br><br><b>List of cruises :</b><br> Cruise Ship Year OLIPAC NO Atalante 1994 MINOS NO Suroit 1995 EQPACTT007 RV Thomson 1992 EQPACTT008 RV Thomson 1992 EQPACTT008D RV Thomson 1992 EQPACTT011 RV Thomson 1992 EQPACTT012 RV Thomson 1992 CHLOMAX NO Suroit 1987 EROSDISCO89 HMS Discovery 1989 EROSBAN Bannock 1989 EROSDISCO93 HMS Discovery 1993 Li87022 <br> 1987 Li88026 CSS Hudson 1988 Li89003 <br> 1989 Li91001 <br> 1991 POEM91 <br> 1991 Eddy92 <br> 1992 Li92037 <br> 1992 Malaga93 <br> 1993 Li93002 <br> 1993 Delaware95 <br> 1995 Chile95 <br> 1995 Li95016 <br> 1995 Lopez96 <br> 1995 HOT Moana Wave 1990-1994 EROSVALD Valdivia 1992 Surtropac17 NO Noroit 1992 Flupac NO Suroit 1994 EUMELI3 NO Atalante 1991 EUMELI4 NO Atalante 1992 EUMELI5 NO Atalante 1992 NOAA93 NOAA Malcolm Baldbridge 1993 NOAA95 NOAA Malcolm Baldbridge 1995 Palau RV Sohgen-Maru 1990 McManus <br> 1991 Bermuda <br> 1988-1989 Endeavour177 Endeavour 1988 Oceanus206 Oceanus 1989 Meteor87 RV Meteor 1987 Aquaba <br> 1992-1993 NOPACCS RV Hakurei-Maru 1990 NIOZNatl89 RV Tyro 1989 NIOZIndian <br> 1992-1993 Australia RV Sohgen-Maru 1990 SurugaBay Boat 1992-1993 ArabianTTN043 RV Thomson 1995 ArabianTTN045 RV Thomson 1995 ArabianTTN049 RV Thomson 1995 PROSOPE99 NO Atalante 1999 ArabianTTN050 RV Thomson 1995 ArabianTTN053 RV Thomson 1995 ArabianTTN054 RV Thomson 1995 Kiwi6 RV Revelle 1997 Kiwi7 RV Revelle 1997 Kiwi8 RV Revelle 1998 Kiwi9 RV Revelle 1998 Almo-1 NO Atalante 1997 Hesperides Hesperides 1995 Almo-2 NO Atalante 1998 AESOPS/NBP97-1 R/V Nathaniel B. Palmer 1997 BIOSOPE NO Atalante<br> <br><br>2004<br><br><br> <br>
DOI: 10.17632/d73jhrxdx3
title: Reduce before you factorize

description: In the associated paper, we propose a speed-up of existing Boolean matrix factorization algorithms by reducing the size of the input matrix. This data package contains folders with PDF charts complementing the findings presented in the paper, raw datasets, illustrative examples, and the source code for the utilized algorithms.

Examples
The file Examples.pdf contains all illustrative examples supplementing the paper. It includes examples demonstrating the employed notions as well as simulations of the proposed algorithms.

S1 - Benchmark speed
This folder contains charts for each benchmark dataset, comparing the runtimes of the modified algorithms with the original, unmodified counterparts. The charts show the number of factors found over time (seconds). The points where the lines stop increasing indicate the final runtimes of the algorithm.

S2 - Benchmark coverage
This folder contains results that demonstrate the importance of algorithm modifications for computing factorizations on the reduced data. The graphs with the prefix "Extended" correspond to the modified algorithms, while the others depict the behavior of the unmodified algorithms on the reduced matrices.

Source
This folder contains all the datasets described in the article (they essentially come from the website https://datasets.inf.upol.cz/). It also includes implementations of both the original and extended algorithms, as well as two experiments used to generate the results on the mentioned datasets. To run the experiments, see the respective help guides describing the parameters, e.g., 
$ python3 experiment_1.py —help.
DOI: 10.6084/m9.figshare.4043700.v1
title: mUbiSiDa - Database of mammalian protein ubiquitination site

description: mUbiSiDa, mammalian Ubiquitination Site Database, is a comprehensive database of ubiquitination sites in mammals. It is freely available for non-commercial use. This database collects only ubiquitination sites with experimental evidences, and can be a valuable resource for the study of ubiquitination in mammals, especially in human.
DOI: 10.17632/2fxz4px6d8
title: Augmented COVID-19 X-ray Images Dataset

description: This Dataset Contains augmented X-ray Images for COVID-19 for COVID-19 Disease Detection Using Chest X-Ray images. The dataset is collected from two online available datasets (https://github.com/ieee8023/covid-chestxray-dataset and https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia). The dataset contains two folders one for COVID-19 Augmented images while Non-COVID-19 is not augmented and the other folder contains augmented images for both COVID-19 and Non-COVID-19.
DOI: 10.17632/fmzk7dv63w
title: Code and Data for "Bank fintech and lending distance: The role of information asymmetry and risk management channels"

description: This dataset allows you to replicate all the processes in the article "Bank fintech and lending distance: The role of information asymmetry and risk management channels". Please download the attached zip file, which contains the code and data for this article (including Main Data and Table 7 Analysis of mechanisms on the supply side). The code provides detailed information on the source of each table. Please note that different tables may require opening different datasets. If you have any questions, feel free to contact jiaowenniu@163.com.
DOI: 10.6084/m9.figshare.28946183.v1
title: Data and Results.zip

description: Data and Results of Drought days of Guangdong Province in SSPs
DOI: 10.6084/m9.figshare.3403489.v4
title: data from the dental CBCT imaging system ZCB100

description: <br> These datasets were obtained using the dental CBCT imaging system ZCB100 (Shenzhen ZhongKe TianYue Technology Co., Ltd.).
DOI: 10.6084/m9.figshare.5483473.v5
title: Extending​ ​Gateways​ ​into​ ​the​ ​Field: Geospatial​ ​Extensions​ ​and​ ​Remote​ ​Data​ ​Services

description: Science gateways are generally accessed via web browsers from workstation or laptop computers. However, activities such as fieldwork and data collection have prompted an increasing call for new methods of access using a wide range of mobile and specialized devices. Our work to extend the HUBzero gateway framework with new access routes is described. Specifically, an emphasis is placed on enabling the flow of geospatial data and metadata between geo-enhanced HUBzero hubs and devices in the field.
DOI: 10.17632/k3x83vc928
title: Education and Shadow Economy

description: Data on the determinants of shadow economy
DOI: 10.17632/rrhmxdj988
title: Milling Surface Roughness Acoustic Sensor Dataset

description: This dataset comprises 7444 audio files containing acoustic signal samples recorded using a 44.1KHz microphone (in .au format) during the milling of mild steel with a tungsten carbide tool on a BFW YF1 vertical milling machine. Various combinations of feed (5mm and 10 mm), speed (250 rpm and 500 rpm), and depth of cut (0.25mm, 0.50mm, 0.75mm,1.0mm) were used, and surface roughness values measured using a Carl Zeiss E-35B profile-meter are provided for each combination as a .xlsx file.
DOI: 10.6084/m9.figshare.20146883.v1
title: The Average Variance Extracted

description: In this dataset, number of the items, their factor loadings, and average variance extracted are displayed
DOI: 10.6084/m9.figshare.4270178.v3
title: Physical activity levels determine exercise-induced changes in brain excitability

description: Physical activity levels determine exercise-induced changes in brain excitability
DOI: 10.17632/9shxsjk4cm
title: Data for: An automatic ear base temperature extraction method for top view piglet thermal image

description: This data set includes three part. The first part is the original thermal images (named by "original thermal images") used for the algorithm testing, which is corresponding to the 100 testing IS2 files described in the manuscript. The second part, named by "Result images after processing", are the result images after the proposed algorithm is applied. Where, each image in the "Result images after processing" folder has two red points, which correspond to the points where the ear base temperatures are extracted . The extracted left and right ear base temperatures are listed in the Excel file named by "Ear base temperature extracted manually and by the proposed algorithm". Where, the corresponding ear base temperatures extracted manually are also listed. The error of the temperatures extracted manually and by the proposed algorithm is listed in the Excel file too.