cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12990652
title: Assessment of asthma severity according to treatment steps in Japanese pediatric patients: a descriptive cross-sectional study using an administrative claims database

description: Japan has one of the highest asthma prevalence rates in Asia; however, there is a lack of epidemiological studies on asthma among children in Japan. This study aimed to describe the severity of asthma and the prescription patterns for its treatment among pediatric patients, by using a large-scale claims database. The analysis datasets were extracted from the JMDC database for the period of April 1, 2009 to March 30, 2015; included records were restricted to patients between 2 and 15 years of age. The Japanese Pediatric Guidelines for the treatment and management of asthma (JPGL) steps were used as a proxy for asthma treatment and severity. We also described the characteristics of asthma in children by stratifying the prevalence and incidence cohorts by index years. In the prevalence cohort (56% male), from 2010 to 2014, approximately 80–90% of the children received step 1 or 2 treatment, with the remainder receiving step 3 or 4 treatment, as defined by the JPGL. The majority (approximately 90%) of patients visited clinics for asthma treatment, while a minority visited hospitals. Our study showed the severity of asthma among Japanese pediatric patients, as well as their demographic characteristics, using a large-scale claims database. The majority of pediatric asthma patients received treatment for mild-to-moderate asthma, while less than 10% received treatment for severe asthma.
DOI: 10.6084/m9.figshare.12990652.v1
title: Assessment of asthma severity according to treatment steps in Japanese pediatric patients: a descriptive cross-sectional study using an administrative claims database

description: Japan has one of the highest asthma prevalence rates in Asia; however, there is a lack of epidemiological studies on asthma among children in Japan. This study aimed to describe the severity of asthma and the prescription patterns for its treatment among pediatric patients, by using a large-scale claims database. The analysis datasets were extracted from the JMDC database for the period of April 1, 2009 to March 30, 2015; included records were restricted to patients between 2 and 15 years of age. The Japanese Pediatric Guidelines for the treatment and management of asthma (JPGL) steps were used as a proxy for asthma treatment and severity. We also described the characteristics of asthma in children by stratifying the prevalence and incidence cohorts by index years. In the prevalence cohort (56% male), from 2010 to 2014, approximately 80–90% of the children received step 1 or 2 treatment, with the remainder receiving step 3 or 4 treatment, as defined by the JPGL. The majority (approximately 90%) of patients visited clinics for asthma treatment, while a minority visited hospitals. Our study showed the severity of asthma among Japanese pediatric patients, as well as their demographic characteristics, using a large-scale claims database. The majority of pediatric asthma patients received treatment for mild-to-moderate asthma, while less than 10% received treatment for severe asthma.
DOI: 10.6084/m9.figshare.12956779
title: Pediatric sleep questionnaire predicts more severe sleep apnea in children with uncontrolled asthma

description: While up to 35% of children with asthma have evidence of sleep disordered breathing (SDB), it is unclear if nocturnal symptoms stem from asthma itself or SDB. The Pediatric Sleep Questionnaire (PSQ) is a validated tool for identifying SDB in childhood asthma. We hypothesize children with asthma and abnormal PSQ demonstrate decreased asthma control and are at higher risk of obstructive sleep apnea (OSA). We performed a retrospective, chart review of children and young adults referred to our tertiary children’s hospital severe asthma clinic. Data collection included age, gender, BMI percentile, spirometry, PSQ, asthma control questionnaires, asthma severity, control, and impairment. These data were evaluated in the context of polysomnography, when available. 205 inner-city children were included; 37.2% female, median age 6.4 y, and mean BMI of 71.3%ile. Rhinitis (<i>p</i> = 0.028), eczema (<i>p</i> = 0.002), and reflux (<i>p</i> = 0.046) were associated with abnormal PSQ; however, overweight/obese status, spirometry, asthma severity, and serologic markers were not. After correcting for comorbidities, abnormal PSQ score was associated with poor asthma control based on validated measures (<i>p</i> p = 0.027). In pediatric asthma, positive PSQ was associated with significantly decreased asthma control. Additionally, children with normal PSQ demonstrated mild OSA, while children with abnormal PSQ had increased severity of OSA. This demonstrates that PSQ can be used to screen children for more severe sleep apnea.
DOI: 10.6084/m9.figshare.12956779.v2
title: Pediatric sleep questionnaire predicts more severe sleep apnea in children with uncontrolled asthma

description: While up to 35% of children with asthma have evidence of sleep disordered breathing (SDB), it is unclear if nocturnal symptoms stem from asthma itself or SDB. The Pediatric Sleep Questionnaire (PSQ) is a validated tool for identifying SDB in childhood asthma. We hypothesize children with asthma and abnormal PSQ demonstrate decreased asthma control and are at higher risk of obstructive sleep apnea (OSA). We performed a retrospective, chart review of children and young adults referred to our tertiary children’s hospital severe asthma clinic. Data collection included age, gender, BMI percentile, spirometry, PSQ, asthma control questionnaires, asthma severity, control, and impairment. These data were evaluated in the context of polysomnography, when available. 205 inner-city children were included; 37.2% female, median age 6.4 y, and mean BMI of 71.3%ile. Rhinitis (<i>p</i> = 0.028), eczema (<i>p</i> = 0.002), and reflux (<i>p</i> = 0.046) were associated with abnormal PSQ; however, overweight/obese status, spirometry, asthma severity, and serologic markers were not. After correcting for comorbidities, abnormal PSQ score was associated with poor asthma control based on validated measures (<i>p</i> p = 0.027). In pediatric asthma, positive PSQ was associated with significantly decreased asthma control. Additionally, children with normal PSQ demonstrated mild OSA, while children with abnormal PSQ had increased severity of OSA. This demonstrates that PSQ can be used to screen children for more severe sleep apnea.
DOI: 10.6084/m9.figshare.17000302
title: Buffalo digestive tract metagenome MAGs

description: 水牛是亚洲重要的牲畜。与其他反刍动物一样，它的消化道 (DT) 是水牛质量和健康的关键，并且与微生物有大量相互作用。在这里，我们对水牛 DT 沿线的微生物生态进行了全面调查，包括三个部分（即四腔胃、肠和直肠）的八个地点。我们收集了 695 个样本，进行了宏基因组测序，并获得了 4,960 个宏基因组组装基因组 (MAG)，其中可以映射约 85% 的原始读数。90.7% 的 MAG 以前在物种水平上未被识别。总体而言，厚壁菌门和拟杆菌门是最丰富的门；它们的比率沿 DT 呈增加趋势，与它们在DT 剖面中的功能一致 . We identified known interactions between microbes and DT sites including the enrichment of fiber-digesting and methane-producing microbes in the four-chambered stomach. Strikingly, archaea were highly abundant in both four-chambered stomach and intestine, and showed positive correlations with <i>Fibrobacter</i>, indicating their roles in methane-production and fiber-degradation at both sections. We annotated 5,862,748 non-redundant proteins from the MAGs, many of which also showed different abundances and were related to site-specific functions. By comparing with the rumen microbiota of cattle, we found higher abundances of microbes in fiber degradation and but lower in methane production. Our catalog of microbial genomes and encoded proteins provides insight into their functions and interactions with distinct DT sites, and paves the way to microbial interventions for better buffalo quality.
DOI: 10.34740/kaggle/dsv/2805951
title: AutoXGB
DOI: 10.5281/zenodo.5683568
title: DATA (part 2): Response of Global SSTs and ENSO to the Atlantic and Pacific Meridional Overturning Circulations

description: Data used for the peer-reviewed article published in the Journal of Climate, titled: "Response of Global SSTs and ENSO to the Atlantic and Pacific Meridional Overturning Circulations." The publication is available at: https://journals.ametsoc.org/view/journals/clim/aop/JCLI-D-21-0172.1/JCLI-D-21-0172.1.xml. The software developed for the data herein is available at: https://github.com/mariajmolina/climatico.
description: {"references": ["Molina, M. J., Hu, A., & Meehl, G. A. (2021). Response of Global SSTs and ENSO to the Atlantic and Pacific Meridional Overturning Circulations. Journal of Climate, 1-68."]}
DOI: 10.14457/cu.the.1969.4
title: การสกัดสารบางอย่างจากรากหนอนตายอยาก
DOI: 10.15161/oar.it/74248
title: CovidStat project data

description: This record contains the daily updated data of the CovidStat project. CovidStat is a project carried out by the CovidStat Working Group at INFN, whose creation was promoted within the Italian National Institute of Nuclear Physics with the aim of making a statistical analysis of the data provided daily by the Civil Protection on the spread of the pandemic in Italy. CovidStat data can interactively be browsed at https://covid19.infn.it.
description: The software to process this Root TTree is in the related identifier. Be sure to use the right corresponding version, based on the data in which Root TTree was generated.
DOI: 10.5281/zenodo.5691483
title: Tracing topography-dependent diagenesis and pedogenesis with iron oxides and magnetic particles on a volcano

description: Data supporting this research are available for people who engage in scientific research. Note that the data can not be used for any commercial activities.
DOI: 10.5281/zenodo.5691482
title: Tracing topography-dependent diagenesis and pedogenesis with iron oxides and magnetic particles on a volcano

description: Data supporting this research are available for people who engage in scientific research. Note that the data can not be used for any commercial activities.
DOI: 10.6084/m9.figshare.17004719
title: Mathematica notebook from A convenient formulation of Sadowsky's model for elastic ribbons

description: Code for computing the boundary value problems
DOI: 10.5281/zenodo.5691658
title: Data for "Association of lightning occurrence with precipitation cloud column structure at a fixed position"

description: Here are the data for the paper titled "Association of lightning occurrence with precipitation cloud column structure at a fixed position" and submitted to Atmospheric Research. The abstract is as follow. In this study, a C-band frequency-modulated continuous-wave (C-FMCW) radar, with its feature of vertical detection, was combined with lightning discharge recordings within a 3 km range to investigate the dependence of lightning occurrence on the structure of precipitation cloud columns (PCCs) from the perspective of a fixed position. The results show that, relative to PCCs without lightning, PCCs with lightning exhibit greater maximum reflectivity, maximum upward radial velocity, maximum velocity spectrum width, cloud top height, and vertically integrated liquid in terms of their average values, and wider-range distributions of these parameters. Using the Light Gradient Boosting Machine algorithm, a lightning diagnosis program that integrates multiple C-FMCW radar parameters was developed. Its hit rate of lightning occurrence is 93.5% and it has a threat score of 0.421. The maximum velocity spectrum width above the melting layer was found to be the most effective in distinguishing PCCs with or without lightning. It was suggested that the hydrometeor properties at a specific location, specifically the size diversity and content of ice-phase particles, should be the key elements determining the occurrence of lightning discharge in PCCs; meanwhile, the convection characteristics in the PCCs may be not the most critical.
DOI: 10.5281/zenodo.5082950
title: Data for "Association of lightning occurrence with precipitation cloud column structure at a fixed position"

description: Here are the data for the paper titled "Association of lightning occurrence with precipitation cloud column structure at a fixed position" and submitted to Atmospheric Research. The abstract is as follow. In this study, a C-band frequency-modulated continuous-wave (C-FMCW) radar, with its feature of vertical detection, was combined with lightning discharge recordings within a 3 km range to investigate the dependence of lightning occurrence on the structure of precipitation cloud columns (PCCs) from the perspective of a fixed position. The results show that, relative to PCCs without lightning, PCCs with lightning exhibit greater maximum reflectivity, maximum upward radial velocity, maximum velocity spectrum width, cloud top height, and vertically integrated liquid in terms of their average values, and wider-range distributions of these parameters. Using the Light Gradient Boosting Machine algorithm, a lightning diagnosis program that integrates multiple C-FMCW radar parameters was developed. Its hit rate of lightning occurrence is 93.5% and it has a threat score of 0.421. The maximum velocity spectrum width above the melting layer was found to be the most effective in distinguishing PCCs with or without lightning. It was suggested that the hydrometeor properties at a specific location, specifically the size diversity and content of ice-phase particles, should be the key elements determining the occurrence of lightning discharge in PCCs; meanwhile, the convection characteristics in the PCCs may be not the most critical.
DOI: 10.5519/qd.vs6qg65k
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.5281/zenodo.1491501
title: DigiPhil backup

description: Digiphil FOXML backup
DOI: 10.5281/zenodo.1173720
title: DigiPhil backup

description: Digiphil FOXML backup
DOI: 10.5281/zenodo.5645138
title: Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction - Datasets

description: Datasets to NeurIPS 2021 accepted paper "Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction". Datasets are pytorch files containing a dictionary with training, validation and test sets. Train, validation and test sets are custom dataset classes which inherit from the standard torch dataset class. Corresponding code an be found at https://github.com/HSG-AIML/NeurIPS_2021-Weight_Space_Learning. Datasets 41, 42, 43 and 44 are our dataset format wrapped around the zoos from Unterthiner et al, 2020 (https://github.com/google-research/google-research/tree/master/dnn_predict_accuracy)<br> <br> Abstract:<br> Self-Supervised Learning (SSL) has been shown to learn useful and information-preserving representations. Neural Networks (NNs) are widely applied, yet their weight space is still not fully understood. Therefore, we propose to use SSL to learn neural representations of the weights of populations of NNs. To that end, we introduce domain specific data augmentations and an adapted attention architecture. Our empirical evaluation demonstrates that self-supervised representation learning in this domain is able to recover diverse NN model characteristics. Further, we show that the proposed learned representations outperform prior work for predicting hyper-parameters, test accuracy, and generalization gap as well as transfer to out-of-distribution settings.
DOI: 10.5281/zenodo.5645137
title: Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction - Datasets

description: Datasets to NeurIPS 2021 accepted paper "Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction". Datasets are pytorch files containing a dictionary with training, validation and test sets. Train, validation and test sets are custom dataset classes which inherit from the standard torch dataset class. Corresponding code an be found at https://github.com/HSG-AIML/NeurIPS_2021-Weight_Space_Learning. Datasets 41, 42, 43 and 44 are our dataset format wrapped around the zoos from Unterthiner et al, 2020 (https://github.com/google-research/google-research/tree/master/dnn_predict_accuracy)<br> <br> Abstract:<br> Self-Supervised Learning (SSL) has been shown to learn useful and information-preserving representations. Neural Networks (NNs) are widely applied, yet their weight space is still not fully understood. Therefore, we propose to use SSL to learn neural representations of the weights of populations of NNs. To that end, we introduce domain specific data augmentations and an adapted attention architecture. Our empirical evaluation demonstrates that self-supervised representation learning in this domain is able to recover diverse NN model characteristics. Further, we show that the proposed learned representations outperform prior work for predicting hyper-parameters, test accuracy, and generalization gap as well as transfer to out-of-distribution settings.
DOI: 10.25625/j8qiqu/sx9tka
title: Documents.pdf

description: :unav
DOI: 10.6084/m9.figshare.12514172
title: R-Code and data for "Directional turnover toward larger-ranged plants over time and across habitats"

description: This project includes (1) an html file ("cross-habitat-comparison.html") containing the R code for statistical analyses and data visualization (double-click the downloaded file for viewing), and (2) the data ("cross-habitat-data.csv") to reproduce the analyses. Metadata explaining the data structure can be found in the first section of the html file.
DOI: 10.5281/zenodo.5693322
title: msd-errors - Data for AgCrSe2 figures

description: Results of the analysis of AgCrSe2 systems by kinisi at a series of temperatures.<br><br>Created using showyourwork from this GitHub repo.
DOI: 10.5281/zenodo.5693115
title: Erythroxylum acuminatum SPAdes preassembly

description: .
DOI: 10.5281/zenodo.5693114
title: Erythroxylum acuminatum SPAdes preassembly

description: .
DOI: 10.25646/9272
title: Tagesdaten-CSV aus dem DIVI-Intensivregister

description: Die Tagesdaten-CSV entspricht einem Auszug der Daten des DIVI-Intensivregisters. Die Datei enthält eine Aggregation der aktuellsten Meldungen pro Landkreis. Es werden die aktuell gemeldeten Anzahlen der COVID-19 Intensivfälle sowie die gemeldeten intensivmedizinischen Behandlungskapazitäten angezeigt. Die Tagesdaten-CSV liefert dabei ausschließlich einen Blick auf die Daten gemäß dem Stand des betrachteten Tages. Die Daten sind im situationsbedingten Kontext aufbereitet, damit sind verschiedene Tagesdaten-CSVs u.U. nicht direkt miteinander vergleichbar. Die aktuellsten Meldungen werden im gewählten Betrachtungszeitfenster über alle Meldebereiche und Standorte aufsummiert. Weitere Informationen sind zu finden unter https://www.intensivregister.de/#/faq
DOI: 10.34740/kaggle/dsv/2806664
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.34740/kaggle/dsv/2806694
title: 2021 World Population (updated daily)
DOI: 10.5281/zenodo.5693574
title: Gallinago nigripennis SPAdes preassembly

description: .
DOI: 10.5281/zenodo.5693573
title: Gallinago nigripennis SPAdes preassembly

description: .
DOI: 10.6084/m9.figshare.17004523
title: Global 1 km × 1 km gridded revised real gross domestic product and electricity consumption during 1992-2019 based on calibrated nighttime light data

description: Global 1 km × 1 km gridded revised real gross domestic product and electricity consumption during 1992-2019 based on calibrated nighttime light data
DOI: 10.5281/zenodo.5693632
title: Hippopotamyrus longilateralis SPAdes preassembly

description: .
DOI: 10.5281/zenodo.5693631
title: Hippopotamyrus longilateralis SPAdes preassembly

description: .
DOI: 10.15472/pnryu3
title: Algas asociadas a la ciénaga de Montaño, Carmen del Darién, 2020

description: las plantas acuáticas son las que soportan una alta riqueza de macroinvertebrados que se ubican en sus raíces y encima de estas; y dependiendo el tipo de comunidad ensamblada se puede definir el estado de salud o conservación de estos sistemas, por tanto y teniendo en cuenta la importancia de este hábitat de resguardo de diversidad biológica y de amortiguación hidráulica; y debido a la diversidad de interacciones que se presentan en este tipo de sistemas, se puede considerar que las características de las comunidades acuáticas actúan como testigos del estado de conservación de ecosistemas como los humedales; dentro de esta perspectiva, recientemente ha surgido la necesidad de investigar este humedal de manera histórica, debido a su importante papel funcional para las comunidades ecológicas y humanas cercanas al corregimiento de de Montaño. Con base a lo anterior, el Instituto de Investigaciones Ambientales del Pacifico IIAP, en su marco de generar conocimiento presenta la información analizada en el monitoreo de la calidad biológica del agua mediante las comunidades de (algas planctónicas y macroinvertebrados acuáticos) en la ciénaga de Montaño en el municipio del Carmen del Darién-Chocó.
DOI: 10.5281/zenodo.5693794
title: Paramormyrops magnostipes SPAdes preassembly

description: .
DOI: 10.5281/zenodo.5693793
title: Paramormyrops magnostipes SPAdes preassembly

description: .
DOI: 10.34740/kaggle/dsv/2806838
title: COVID Vaccination in World (updated daily)
DOI: 10.5281/zenodo.5694021
title: Erythroxylum gracilipes SPAdes preassembly

description: .
DOI: 10.5281/zenodo.5694020
title: Erythroxylum gracilipes SPAdes preassembly

description: .
DOI: 10.6084/m9.figshare.17004955.v1
title: Isolates 16S rRNA gene sequence

description: 16S rRNA gene sequence of isolates from wastewater treated with constructed wetlands obtained with Sanger sequencing<br>
DOI: 10.6084/m9.figshare.17004955
title: Isolates 16S rRNA gene sequence

description: 16S rRNA gene sequence of isolates from wastewater treated with constructed wetlands obtained with Sanger sequencing<br>
DOI: 10.6084/m9.figshare.17004919
title: Table_S4

description: ASV table of 16S rRNA gene amplicons of wastewater treated with constructed wetlands<br>
DOI: 10.6084/m9.figshare.17004919.v1
title: Table_S4

description: ASV table of 16S rRNA gene amplicons of wastewater treated with constructed wetlands<br>
DOI: 10.5517/ccdc.csd.cc1zkqnx
title: CCDC 1834290: Experimental Crystal Structure Determination

description: Related Article: Peng-Wei Xu, Xiao-Yuan Cui, Chen Chen, Feng Zhou, Jin-Sheng Yu, Yu-Fei Ao, Jian Zhou|2021|Org.Lett.|23|8471|doi:10.1021/acs.orglett.1c03176
DOI: 10.5517/ccdc.csd.cc20sh8l
title: CCDC 1870579: Experimental Crystal Structure Determination

description: Related Article: Peng-Wei Xu, Xiao-Yuan Cui, Chen Chen, Feng Zhou, Jin-Sheng Yu, Yu-Fei Ao, Jian Zhou|2021|Org.Lett.|23|8471|doi:10.1021/acs.orglett.1c03176
DOI: 10.5517/ccdc.csd.cc213k6y
title: CCDC 1880249: Experimental Crystal Structure Determination

description: Related Article: Yu-Qing Wu, Jia-Yao Zhang, Xiang He, Zhao-Xi Wang, Hong-Ling Cai, Ming-Xing Li|2021|Cryst.Growth Des.|21|6245|doi:10.1021/acs.cgd.1c00717
DOI: 10.5517/ccdc.csd.cc213k7z
title: CCDC 1880250: Experimental Crystal Structure Determination

description: Related Article: Yu-Qing Wu, Jia-Yao Zhang, Xiang He, Zhao-Xi Wang, Hong-Ling Cai, Ming-Xing Li|2021|Cryst.Growth Des.|21|6245|doi:10.1021/acs.cgd.1c00717
DOI: 10.5517/ccdc.csd.cc21vghw
title: CCDC 1902268: Experimental Crystal Structure Determination

description: Related Article: Peng-Wei Xu, Xiao-Yuan Cui, Chen Chen, Feng Zhou, Jin-Sheng Yu, Yu-Fei Ao, Jian Zhou|2021|Org.Lett.|23|8471|doi:10.1021/acs.orglett.1c03176
DOI: 10.5517/ccdc.csd.cc23y159
title: CCDC 1964320: Experimental Crystal Structure Determination

description: Related Article: xia dong|2019|CSD Communication|||
description: Related Article: Dong Xia, Xin-Fang Duan|2021|J.Org.Chem.|86|15263|doi:10.1021/acs.joc.1c01870
DOI: 10.5517/ccdc.csd.cc24khfn
title: CCDC 1983021: Experimental Crystal Structure Determination

description: Related Article: Molly Stauffer, Zeinab Sakhaei, Christine Greene, Pokhraj Ghosh, Jeffery A. Bertke, Timothy H. Warren|2021|Inorg.Chem.|60|15968|doi:10.1021/acs.inorgchem.1c00625