cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.6683001.v1
title: Supplementary Material for: German National Guideline for Treating Chronic Respiratory Failure with Invasive and Non-Invasive Ventilation: Revised Edition 2017 – Part 1

description: Today, invasive and non-invasive home mechanical ventilation have become a well-established treatment option. Consequently, in 2010, the German Respiratory Society (<i>Deutsche Gesellschaft für Pneumologie und Beatmungsmedizin</i>, DGP) has leadingly published the Guidelines on “Non-Invasive and Invasive Mechanical Ventilation for Treatment of Chronic Respiratory Failure.” However, continuing technical evolutions, new scientific insights, and health care developments require an extensive revision of the Guidelines. For this reason, the updated Guidelines are now published. Thereby, the existing chapters, namely technical issues, organizational structures in Germany, qualification criteria, disease-specific recommendations including special features in pediatrics as well as ethical aspects and palliative care, have been updated according to the current literature and the health care developments in Germany. New chapters added to the Guidelines include the topics of home mechanical ventilation in paraplegic patients and in those with failure of prolonged weaning. In the current Guidelines, different societies as well as professional and expert associations have been involved when compared to the 2010 Guidelines. Importantly, disease-specific aspects are now covered by the German Interdisciplinary Society of Home Mechanical Ventilation (DIGAB). In addition, societies and associations directly involved in the care of patients receiving home mechanical ventilation have been included in the current process. Importantly, associations responsible for decisions on costs in the health care system and patient organizations have now been involved.
DOI: 10.6084/m9.figshare.6682998
title: Automatic composition of descriptive music: A case study of the relationship between image and sound

description: FANTASIAThis repository contains the data related to image descriptors and sound associated with a selection of frames of the films Fantasia and Fantasia 2000 produced by Disney<br>AboutThis repository contains the data used in the article <em>Automatic composition of descriptive music: A case study of the relationship between image and sound</em> published in the 6th International Workshop on Computational Creativity, Concept Invention, and General Intelligence (C3GI). Data structure is explained in detail in the article. <br><br>AbstractHuman beings establish relationships with the environment mainly through sight and hearing. This work focuses on the concept of descriptive music, which makes use of sound resources to narrate a story. The Fantasia film, produced by Walt Disney was used in the case study. One of its musical pieces is analyzed in order to obtain the relationship between image and music. This connection is subsequently used to create a descriptive musical composition from a new video. Naive Bayes, Support Vector Machine and Random Forest are the three classifiers studied for the model induction process. After an analysis of their performance, it was concluded that Random Forest provided the best solution; the produced musical composition had a considerably high descriptive quality. <br>DataNutcracker_data.arff: Image descriptors and the most important sound of each frame from the fragment "The Nutcracker Suite" in film Fantasia. Data stored into ARFF format.Firebird_data.arff: Image descriptors of each frame from the fragment "The Firebird" in film Fantasia 2000. Data stored into ARFF format.Firebird_midi_prediction.csv: Frame number of the fragment "The Firebird" in film Fantasia 2000 and the sound predicted by the system encoded in MIDI. Data stored into CSV format.Firebird_prediction.mp3: Audio file with the synthesizing of the prediction data for the fragment "The Firebird" of film Fantasia 2000.LicenseData is available under MIT License. To make use of the data the article must be cited.
DOI: 10.6084/m9.figshare.6682995
title: Supplementa data for: Population genomics and biogeography of the northern acorn barnacle (Semibalanus balanoides) using pooled-sequencing approaches

description: Supplemental material for Population genomics and biogeography of the northern acorn barnacle (Semibalanus balanoides) using pooled-sequencing approaches. The gene feature file (GFF, v3) of <i>Sbal2 </i>from the <i>Drosophila </i>AUGUSTUS model, the UniProt blast hits file, and the nuDNA and mtDNA tables are found here. The SNP tables are accompanied by a header description file.
DOI: 10.6084/m9.figshare.6682995.v1
title: Supplementa data for: Population genomics and biogeography of the northern acorn barnacle (Semibalanus balanoides) using pooled-sequencing approaches

description: Supplemental material for Population genomics and biogeography of the northern acorn barnacle (Semibalanus balanoides) using pooled-sequencing approaches. The gene feature file (GFF, v3) of <i>Sbal2 </i>from the <i>Drosophila </i>AUGUSTUS model, the UniProt blast hits file, and the nuDNA and mtDNA tables are found here. The SNP tables are accompanied by a header description file.
DOI: 10.6084/m9.figshare.6682989
title: Supplementary Material for: German National Guideline for Treating Chronic Respiratory Failure with Invasive and Non-Invasive Ventilation – Revised Edition 2017: Part 2

description: Today, invasive and non-invasive home mechanical ventilation have become a well-established treatment option. Consequently, in 2010, the German Respiratory Society (DGP) has leadingly published the guidelines on “Non-Invasive and Invasive Mechanical Ventilation for Treatment of Chronic Respiratory Failure.” However, continuing technical evolutions, new scientific insights, and health care developments require an extensive revision of the guidelines. For this reason, the updated guidelines are now published. Thereby, the existing chapters, namely technical issues, organizational structures in Germany, qualification criteria, disease-specific recommendations including special features in pediatrics as well as ethical aspects and palliative care, have been updated according to the current literature and the health care developments in Germany. New chapters added to the guidelines include the topics of home mechanical ventilation in paraplegic patients and in those with failure of prolonged weaning. In the current guidelines, different societies as well as professional and expert associations have been involved when compared to the 2010 guidelines. Importantly, disease-specific aspects are now covered by the German Interdisciplinary Society of Home Mechanical Ventilation (DIGAB). In addition, societies and associations directly involved in the care of patients receiving home mechanical ventilation have been included in the current process. Importantly, associations responsible for decisions on costs in the health care system and patient organizations have now been involved.
DOI: 10.6084/m9.figshare.6682989.v1
title: Supplementary Material for: German National Guideline for Treating Chronic Respiratory Failure with Invasive and Non-Invasive Ventilation – Revised Edition 2017: Part 2

description: Today, invasive and non-invasive home mechanical ventilation have become a well-established treatment option. Consequently, in 2010, the German Respiratory Society (DGP) has leadingly published the guidelines on “Non-Invasive and Invasive Mechanical Ventilation for Treatment of Chronic Respiratory Failure.” However, continuing technical evolutions, new scientific insights, and health care developments require an extensive revision of the guidelines. For this reason, the updated guidelines are now published. Thereby, the existing chapters, namely technical issues, organizational structures in Germany, qualification criteria, disease-specific recommendations including special features in pediatrics as well as ethical aspects and palliative care, have been updated according to the current literature and the health care developments in Germany. New chapters added to the guidelines include the topics of home mechanical ventilation in paraplegic patients and in those with failure of prolonged weaning. In the current guidelines, different societies as well as professional and expert associations have been involved when compared to the 2010 guidelines. Importantly, disease-specific aspects are now covered by the German Interdisciplinary Society of Home Mechanical Ventilation (DIGAB). In addition, societies and associations directly involved in the care of patients receiving home mechanical ventilation have been included in the current process. Importantly, associations responsible for decisions on costs in the health care system and patient organizations have now been involved.
DOI: 10.6084/m9.figshare.6682982
title: Dataset for: Long-term effects and recovery of streams from acid mine drainage and evaluation of toxic metals threshold ranges for community re-assembly

description: Monitoring of benthic invertebrates in streams receiving acidic metal-contaminated water over 18-years revealed both degraded conditions and recovery along a network of downstream locations. Compared to reference streams, and over the course of clean-up remediation efforts below an abandoned open-pit sulfur mine in the central Sierra Nevada (California), improving water quality was accompanied by recovery of benthic communities at some sites. Years of high flow resulted in degraded biological status when acid mine drainage capture was incomplete and metals loading had increased with runoff. Seasonal patterns of recovery evident in fall after the summer treatment season, reverted in the following spring after overwinter periods when sources were not captured. As the metals load has been reduced, phased recovery of community structure, function, and similarity progressed toward that of reference assemblage taxonomic composition. From impacted communities dominated by relatively tolerant midges, reassembly involved an increase in density, return of long-lived taxa, an increased ratio of sensitive/tolerant forms, followed by overall diversity and community composition, and eventually large predators and grazers reappear along with mayfly, stonefly, and caddisfly richness. Threshold effect levels defined using various analysis methods showed the response range of biological indicators corresponds to EPA guidelines of predicted effects using cumulative criterion units of metals toxicity (i.e., CCU ~1). All sites have shown improved function as increased density of some or all trophic groups over time. Although recovery is progressing, year-around treatment may be necessary to fully restore biological integrity in streams nearest the mine.
DOI: 10.6084/m9.figshare.6682976
title: Supplementary Material for: Optimal Timing of Removal of Epidural and Urethral Catheters to Avoid Postoperative Urinary Retention Undergoing Abdominal Surgery

description: <b><i>Background/Aims:</i></b> Postoperative urinary retention (POUR) is one of the most frequent complications of epidural anesthesia. This study aims to clarify risk factors of POUR and to estimate the appropriate timing of urethral catheter removal. <b><i>Methods:</i></b> Between September and December 2014, a retrospective cohort study was conducted on 120 patients who underwent epidural anesthesia and major abdominal surgery. To observe trends in incidence of POUR, we analyzed the order and interval of removal of epidural and urethral catheters using Cochran-Armitage trend test. <b><i>Results:</i></b> In this study, 40 patients were diagnosed with POUR (33.3%). Median removal of epidural catheters was 4 postoperative days in the POUR group and 3.5 postoperative days in the non-POUR group (<i>p</i> = 0.04). When the urethral catheter was removed before epidural catheter, incidence of POUR was comparatively greater (<i>p</i> &lt; 0.001). There were no statistical differences in surgical fields, operation approach, epidural catheter levels, or epidural opioid use. No patients had urinary tract infections. <b><i>Conclusion:</i></b> We demonstrated that removal of urethral catheter before epidural catheter contributed to increasing trends in incidence of POUR. The optimal order and interval of removal of epidural and urethral catheters should be considered to avoid POUR after abdominal surgery.
DOI: 10.6084/m9.figshare.6682913
title: Differentially expressed gene lists - Discard

description: Files of differentially expressed genes (using DESeq2) from different mutant lines. Discard set.see the README for more detail.<br>
DOI: 10.6084/m9.figshare.6682889
title: Differentially expressed gene lists - No Delay

description: Files of differentially expressed genes (using DESeq2) from different mutant lines. No Delay set.see the README for more detail.<br>
DOI: 10.6084/m9.figshare.6682889.v1
title: Differentially expressed gene lists - No Delay

description: Files of differentially expressed genes (using DESeq2) from different mutant lines. No Delay set.see the README for more detail.<br>
DOI: 10.6084/m9.figshare.6682862
title: Differentially expressed gene lists - Delay

description: Files of differentially expressed genes (using DESeq2) from different mutant lines. Delay.see the README for more detail.<br>
DOI: 10.6084/m9.figshare.6682862.v1
title: Differentially expressed gene lists - Delay

description: Files of differentially expressed genes (using DESeq2) from different mutant lines. Delay.see the README for more detail.<br>
DOI: 10.6084/m9.figshare.6682808
title: Supplementary Material for: Patterns of Erythropoiesis-Stimulating Agent Use in European Hemodialysis Patients: The Dialysis Outcomes and Practice Patterns Study

description: <b><i>Background:</i></b> Clinicians providing dialysis care have numerous erythropoiesis-stimulating agents (ESAs) available for treating anemia. We sought to provide a contemporary description of ESA types used in hemodialysis (HD) settings in nine European countries. <b><i>Methods:</i></b> Our study uses Dialysis Outcomes and Practice Patterns Study phase 5 (2012–2015) data from nine European countries (Belgium, France, ­Germany, Italy, Russia, Spain, Sweden, Turkey, and the United Kingdom). A total of 164 facilities and 3,281 patients contributed cross-sectional data. ESA types captured included short-acting epoetins (e.g., epoetin alfa, beta, etc., including biosimilars), darbepoetin alfa, and continuous erythropoietin receptor agonist (CERA; methoxy polyethylene glycol-epoetin beta). <b><i>Results:</i></b> We observed broad variability across countries in prescription of ESA types: prescription of epoetin alfa or epoetin beta ranged from 22% (France) to 78% (Russia), darbepoetin alfa prescription ranged from 13% (Russia) to 53% (UK), and CERA prescription ranged from &lt;3% (Sweden) to 26% (France). Prescription of different ESA types varied substantially within some European countries from 2012–2015 but not across all countries in aggregate. Number of ESA types prescribed by a facility varied from 1, 2, 3, or 4 different ESA types in 32, 40, 21, and 8% of facilities, respectively. No differences were seen in the unadjusted distributions of achieved hemoglobin values by ESA type. <b><i>Conclusion:</i></b> A variety of short- and long-acting ESAs are commonly used in European HD facilities to maintain hemoglobin at remarkably similar levels with each ESA type. The availability of numerous ESA options for managing anemia has allowed European providers to optimize anemia management according to the particular circumstances of each patient.
DOI: 10.6084/m9.figshare.6682802
title: Differentially expressed gene lists - Mutant response

description: Files of differentially expressed genes (using DESeq2) from different mutant lines. Mutant response.see the README for more detail.<br>
DOI: 10.6084/m9.figshare.6682802.v1
title: Differentially expressed gene lists - Mutant response

description: Files of differentially expressed genes (using DESeq2) from different mutant lines. Mutant response.see the README for more detail.<br>
DOI: 10.6084/m9.figshare.6682742
title: Faster-RCNN features

description: Precomputed Faster RCNN features.We used pre-trained model provided by chainercv as a feature extractor.http://chainercv.readthedocs.io/en/stable/reference/links/faster_rcnn.html#chainercv.links.model.faster_rcnn.FasterRCNNVGG16<br>
DOI: 10.6084/m9.figshare.6682730
title: The role of adaptive strategies in plant naturalization

description: 3004 species with information of Pierce et al.'s CSR scores, presence in the GloNAF database, GloNAF regions, etc.<br><br>Guo W-Y, van Kleunen M, Winter M, Weigelt P, Stein A, Pierce S, Pergl J Moser D, Maurel N, Lenzner B, Kreft H, Essl F, Dawson W & Pyšek P (2018) The role of adaptive strategies in plant naturalization. Ecology Letters, doi: 10.1111/ele.13104<br>
DOI: 10.6084/m9.figshare.6682730.v1
title: The role of adaptive strategies in plant naturalization

description: 3004 species with information of Pierce et al.'s CSR scores, presence in the GloNAF database, GloNAF regions, etc.<br><br>Guo W-Y, van Kleunen M, Winter M, Weigelt P, Stein A, Pierce S, Pergl J Moser D, Maurel N, Lenzner B, Kreft H, Essl F, Dawson W & Pyšek P (2018) The role of adaptive strategies in plant naturalization. Ecology Letters, doi: 10.1111/ele.13104<br>
DOI: 10.6084/m9.figshare.6682721
title: Chainer model file

description: The json file 'args' contains some settings used for training the model.The file 'model' is a chainer model file.<br>
DOI: 10.6084/m9.figshare.6682721.v1
title: Chainer model file

description: The json file 'args' contains some settings used for training the model.The file 'model' is a chainer model file.<br>
DOI: 10.6084/m9.figshare.6682709
title: OCR results

description: Words detected with OCR systems (Google Cloud Vision OCR and Tesseract OCR).<br>
DOI: 10.6084/m9.figshare.6682706
title: Supplementary Material for: Cost-Effectiveness of a Multifaceted Podiatry Intervention for the Prevention of Falls in Older People: The REducing Falls with Orthoses and a Multifaceted Podiatry Intervention Trial Findings

description: <b><i>Background:</i></b> Falls are a major cause of morbidity among older people. Multifaceted interventions may be effective in preventing falls and related fractures. <b><i>Objective:</i></b> To evaluate the cost-effectiveness alongside the REducing Falls with Orthoses and a Multifaceted podiatry intervention (REFORM) trial. <b><i>Methods:</i></b> REFORM was a pragmatic multicentre cohort randomised controlled trial in England and Ireland; 1,010 participants (&gt; 65 years) were randomised to receive either a podiatry intervention (<i>n</i> = 493), including foot and ankle strengthening exercises, foot orthoses, new footwear if required, and a falls prevention leaflet, or usual podiatry treatment plus a falls prevention leaflet (<i>n</i> = 517). Primary outcome: incidence of falls per participant in the 12 months following randomisation. Secondary outcomes: proportion of fallers and quality of life (EQ-5D-3L) which was converted into quality-adjusted life years (QALYs) for each participant. Differences in mean costs and QALYs at 12 months were used to assess the cost-effectiveness of the intervention relative to usual care. Cost-effectiveness analyses were conducted in accordance with National Institute for Health and Clinical Excellence reference case standards, using a regression-based approach with costs expressed in GBP (2015 price). The base case analysis used an intention-to-treat approach on the imputed data set using multiple imputation. <b><i>Results:</i></b> There was a small, non-statistically significant reduction in the incidence rate of falls in the intervention group (adjusted incidence rate ratio 0.88, 95% CI 0.73–1.05, <i>p</i> = 0.16). Participants allocated to the intervention group accumulated on average marginally higher QALYs than the usual care participants (mean difference 0.0129, 95% CI –0.0050 to 0.0314). The intervention costs were on average GBP 252 more per participant compared to the usual care participants (95% CI GBP –69 to GBP 589). Incremental cost-effectiveness ratios ranged between GBP 19,494 and GBP 20,593 per QALY gained, below the conventional National Health Service cost-effectiveness thresholds of GBP 20,000 to GBP 30,000 per additional QALY. The probability that the podiatry intervention is cost-effective at a threshold of GBP 30,000 per QALY gained was 0.65. The results were robust to sensitivity analyses. <b><i>Conclusion:</i></b> The benefits of the intervention justified the moderate cost. The intervention could be a cost-effective option for falls prevention when compared with usual care in the UK.
DOI: 10.6084/m9.figshare.6682706.v1
title: Supplementary Material for: Cost-Effectiveness of a Multifaceted Podiatry Intervention for the Prevention of Falls in Older People: The REducing Falls with Orthoses and a Multifaceted Podiatry Intervention Trial Findings

description: <b><i>Background:</i></b> Falls are a major cause of morbidity among older people. Multifaceted interventions may be effective in preventing falls and related fractures. <b><i>Objective:</i></b> To evaluate the cost-effectiveness alongside the REducing Falls with Orthoses and a Multifaceted podiatry intervention (REFORM) trial. <b><i>Methods:</i></b> REFORM was a pragmatic multicentre cohort randomised controlled trial in England and Ireland; 1,010 participants (&gt; 65 years) were randomised to receive either a podiatry intervention (<i>n</i> = 493), including foot and ankle strengthening exercises, foot orthoses, new footwear if required, and a falls prevention leaflet, or usual podiatry treatment plus a falls prevention leaflet (<i>n</i> = 517). Primary outcome: incidence of falls per participant in the 12 months following randomisation. Secondary outcomes: proportion of fallers and quality of life (EQ-5D-3L) which was converted into quality-adjusted life years (QALYs) for each participant. Differences in mean costs and QALYs at 12 months were used to assess the cost-effectiveness of the intervention relative to usual care. Cost-effectiveness analyses were conducted in accordance with National Institute for Health and Clinical Excellence reference case standards, using a regression-based approach with costs expressed in GBP (2015 price). The base case analysis used an intention-to-treat approach on the imputed data set using multiple imputation. <b><i>Results:</i></b> There was a small, non-statistically significant reduction in the incidence rate of falls in the intervention group (adjusted incidence rate ratio 0.88, 95% CI 0.73–1.05, <i>p</i> = 0.16). Participants allocated to the intervention group accumulated on average marginally higher QALYs than the usual care participants (mean difference 0.0129, 95% CI –0.0050 to 0.0314). The intervention costs were on average GBP 252 more per participant compared to the usual care participants (95% CI GBP –69 to GBP 589). Incremental cost-effectiveness ratios ranged between GBP 19,494 and GBP 20,593 per QALY gained, below the conventional National Health Service cost-effectiveness thresholds of GBP 20,000 to GBP 30,000 per additional QALY. The probability that the podiatry intervention is cost-effective at a threshold of GBP 30,000 per QALY gained was 0.65. The results were robust to sensitivity analyses. <b><i>Conclusion:</i></b> The benefits of the intervention justified the moderate cost. The intervention could be a cost-effective option for falls prevention when compared with usual care in the UK.