cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.6825521.v1
title: Supplementary Material for: Withdrawal Symptoms after Serotonin-Noradrenaline Reuptake Inhibitor Discontinuation: Systematic Review

description: <b><i>Background:</i></b> Serotonin-noradrenaline reuptake inhibitors (SNRI) are widely used in medical practice. Their discontinuation has been associated with a wide range of symptoms. The aim of this paper is to identify the occurrence, frequency, and features of withdrawal symptoms after SNRI discontinuation. <b><i>Methods:</i></b> PRISMA guidelines were followed to conduct a systematic review. Electronic databases included PubMed, the Cochrane Library, Web of Science, and MEDLINE from the inception of each database to June 2017. Titles, abstracts, and topics were searched using a combination of the following terms: “duloxetine” OR “venlafaxine” OR “desvenlafaxine” OR “milnacipran” OR “levomilnacipran” OR “SNRI” OR “second generation antidepressant” OR “serotonin norepinephrine reuptake inhibitor” AND “discontinuation” OR “withdrawal” OR “rebound.” Only published trials in the English language were included. <b><i>Results:</i></b> Sixty-one reports met the criteria for inclusion. There were 22 double-blind randomized controlled trials, 6 studies where patients were treated in an open fashion and then randomized to a double-blind controlled phase, 8 open trials, 1 prospective naturalistic study, 1 retrospective study, and 23 case reports. Withdrawal symptoms occurred after discontinuation of any type of SNRI. The prevalence of withdrawal symptoms varied across reports and appeared to be higher with venlafaxine. Symptoms typically ensued within a few days from discontinuation and lasted a few weeks, also with gradual tapering. Late onset and/or a longer persistence of disturbances occurred as well. <b><i>Conclusions:</i></b> Clinicians need to add SNRI to the list of drugs potentially inducing withdrawal symptoms upon discontinuation, together with other types of psychotropic drugs. The results of this study challenge the use of SNRI as first-line treatment for mood and anxiety disorders.
DOI: 10.6084/m9.figshare.16857378.v1
title: RprogramMemoryComponent.R from Narwhals react to ship noise and airgun pulses embedded in background noise

description: R code for performing statistical analysis related to estimation of memory component
DOI: 10.6084/m9.figshare.14120627.v1
title: West Indian Ocean Islands Benthic Type Reference Sample

description: This benthic reference data is intended for use as a calibration and/or validation data for global scale remote sensing image based classification of coral reef areas. The data is in a vector shapefile format consisting of polygons labelled with one of seven coral reef benthic classes that include Microalgal Mats, Coral/Algae, Rubble, Rock, Seagrass Dense, Seagrass Sparse, Sand. <b>Please cite data as:</b> Kovacs, E., Borrego-Acevedo, R., Canto, R., Harris, D., Kennedy, E., Lyons, M., Markey, K., Murray, N., Ordonez Alvarez, A., Phinn, S., Roe, M., Roelfsema, C., Say, C., Tudman, P., Wolff, J., Yuwono, D., Bambric, B., Fox, H., Lieb, Z., Asner , G., Knapp , D., Li, J., Harris, B., Larsen, K. & Rice, K. 2021. West Indian Ocean Islands Benthic Type Reference Sample. University of Queensland. DOI: https://doi.org/10.6084/m9.figshare.14120627 <b>Links to supplementary information:</b> Mapping methods overview (https://allencoralatlas.org/methods/) UQ mapping team web site (https://www.rsrc.org.au/globalreef) Detailed mapping methods description by Lyons et al. (https://doi.org/10.1002/rse2.157) Detailed classification scheme description by Kennedy et al. (https://doi.org/10.1038/s41597-021-00958-z) Detailed reference creation description workflow by Roelfsema et al. (https://doi.org/10.3389/fmars.2021.643381) <b>Funding:</b> Vulcan Inc., (https://vulcan.com) Great Barrier Reef Foundation (https://www.barrierreef.org/) <b>Acknowledgement:</b> This work was initiated and funded primarily through Paul Allen Philanthropies and Vulcan Inc. as part of the Allen Coral Atlas. We acknowledge the late Paul Allen and Ruth Gates for their fundamental vision and drive to enable us to work together on this critical reef mapping problem. Project partners providing financial, service and personnel include: Planet Inc., National Geographic, University of Queensland, Arizona State University, and University of Hawai'i. Significant support has also been provided by Google Inc., Great Barrier Reef Foundation, and Trimble (Ecognition). Contributors to establishing and running the project include: Vulcan Inc. [James Deutsch, Lauren Kickam, Paulina Gerstner, Charlie Whiton, Kirk Larsen, Sarah Frias Torres, Kyle Rice, Eldan Goldenberg, Janet Greenlee]; Planet Inc. [Andrew Zolli, Trevor McDonald, Joe Mascaro, Joe Kington]; University of Queensland [Chris Roelfsema, Stuart Phinn, Emma Kennedy, Mitch Lyons, Nicholas Murray, Doddy Yuwono, Dan Harris, Eva Kovacs, Rodney Borrego, Meredith Roe, Jeremy Wolff, Kathryn Markey, Alexandra Ordonez, Chantal Say, Paul Tudman]; Arizona State University [Greg Asner, Dave Knapp, Jiwei Li, Yaping Xu, Nick Fabina, Heather D'Angelo]; and National Geographic [Helen Fox, Brianna Bambic, Brian Free, Zoe Lieb] and Great Barrier Reef Foundation [Petra Lundgren, Kirsty Bevan, Sarah Castine]. Attributions of contributed field data or maps for the reference sample creation are available at: https://allencoralatlas.org/attribution/
DOI: 10.6084/m9.figshare.5383714.v1
title: Lorenzo Mehus, SPOGLIO DEI MANOSCRITTI DELLA LIBRERIA DI GABRIELLO, circa 1759 [Biblioteca Riccardiana, Ricc. 3503, cc. 104-145], di Guglielmo Bartoletti

description: Lorenzo Mehus, <i>Spoglio dei manoscritti della Libreria di Gabriello</i>, circa 1759[Biblioteca Riccardiana, Ricc. 3503, cc. 104-145]<br>(Appendice all'interno del volume: <b>Guglielmo Bartoletti, <i>La Libreria privata del Marchese Suddecano Gabriello Riccardi. Il fondo manoscritti</i>, Firenze, Firenze University Press, 2017</b>)
DOI: 10.15468/dl.ptfk7r
title: Occurrence Download

description: A dataset containing 613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Rhincodon typus Smith, 1828"
 ]
}

 The dataset includes 613 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013400-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.13356905.v1
title: RISED - Data Universitas di Indonesia.xlsx

description: Data ini juga mencakup informasi mengenai perguruan tinggi di Indonesia, termasuk daftar perguruan tinggi yang telah ditutup oleh Kementerian Riset, Teknologi, dan Pendidikan Tinggi.
DOI: 10.6084/m9.figshare.14265689.v1
title: UKCS Q204/Q205 Subsurface Data products for Machine Learning Study

description: Dataset for an upcoming manuscript in Frontiers Earth Science. Consists of processed core-columns, well logs, lithology and facies picks, and a readme. <br>
DOI: 10.17632/v7ppsjgz46
title: Processing tomato - Genotype x Environment
DOI: 10.6084/m9.figshare.20014160.v1
title: Questionnaire.docx

description: Questionnaire of the study.
DOI: 10.6084/m9.figshare.23703405.v2
title: Vibrio jascida Genomes for a Pangenomics Exercise (contigs-db files)

description: This is a collection of a few anvi'o contigs-db files for 7 novel V. jascida genomes isolated by the participants of the 2018 Microbial Diversity Course at the Marine Biological Laboratory (Peggy Lai, Danielle Campbell, Brittni Bertolet, Sarah Schwenck, and Monica E. McCallum), and a reference genome from the NCBI.
<br>
The 7 genomes are available as a courtesy of the course, but please get in touch with Rachel Whitaker (https://mcb.illinois.edu/faculty/profile/rwhitakr) if you wish to use them for anything.
<br>
Please see this page for more information:
<br>
https://merenlab.org/tutorials/vibrio-jasicida-pangenome/
DOI: 10.6084/m9.figshare.3531941.v1
title: Appendix B. Production values for streams synthesized from the literature.

description: Production values for streams synthesized from the literature.
DOI: 10.6084/m9.figshare.24629745.v1
title: 反刍与社交焦虑交叉滞后研究数据.xlsx

description: Background: Social anxiety, which is widely prevalent among Chinese college students, poses a significant barrier to their holistic psychological and physiological development. Although numerous cross-sectional studies have examined the relationship between rumination and social anxiety, there is still a gap in understanding their interplay over time. This longitudinal study aimed to explore and analyze the intricate interrelations between these two factors, with the ultimate goal of informing the development of effective mental health education interventions for university students. Methods: Using the Ruminative Responses Scale (RRS) and the Interaction Anxiousness Scale (IAS), a two-stage longitudinal follow-up study of 392 college students from three universities in Henan Province was conducted over a six-month period (October 2022 to March 2023) using a cross-lagged model to explore the correlation between rumination and social anxiety. The results of the correlation analysis showed that rumination was positively associated with social anxiety at both time points (r = 0.18,0.12, p&lt;0.01). Results: Cross-lagged regression analyses revealed that the predictive effect of the first measure (T1) rumination on the second measure (T2) rumination was statistically significant (β = 0.32, p &lt; 0.001). The predictive effect of T1 social anxiety on T2 social anxiety was statistically significant (β = 0.65, p &lt; 0.001), the predictive effect of T1 rumination on T2 social anxiety was statistically significant (β = 0.33, p &lt; 0.001), and the prediction of T1 social anxiety on T2 rumination was statistically significant (β = 0.28, p &lt; 0.001). Conclusion: College students’ rumination and social anxiety are mutually predictive of each other, and interventions by educators in either of these areas have the potential to interrupt the vicious cycle between ruminant thinking and social anxiety.
DOI: 10.6084/m9.figshare.28665347.v4
title: AI Occupational Impacts Table

description: Data and Dofile for the AI Occupational Impacts Table.
DOI: 10.6084/m9.figshare.17153363.v2
title: NIAB global and UK subset wheat pedigree files. 09/12/21 update

description: Input files for use with Helium crop pedigree visualisation software (https://github.com/cardinalb/helium-docs/wiki/Download-Helium). This dataset is an updated and edited version of the original pedigree published in PLOS Biology (https://doi.org/10.1371/journal.pbio.3000071).<br>Separate input files are provided for a subset of UK varieties and their ancestors as well as a much larger global pedigree
DOI: 10.17632/pg3wvr52sw
title: Data for: A physical-biological coupled ecosystem model for bivalve-seaweed mixed-culture in Sanggou Bay

description: The zip file includes the Python scripts to compute an ecosystem model designed for the commercial scale kelp and oyster aquaculture. The ecosystem model, which is based on box model concept, is designed to simulate difference aquaculture layouts and the combination of different culture organism densities.
DOI: 10.6084/m9.figshare.20239767.v1
title: ECML22 GRAPE Data

description: Data for ECML22 paper "A Recommendation System for CAD Assembly Modeling based on Graph Neural Networks".
DOI: 10.6084/m9.figshare.2062005.v3
title: txtLAB Multilingual Novels.csv

description: The metadata for the txtLAB Multlingual Novels. Contains information on the novels' length, language, author, gender, and point of view.
DOI: 10.6084/m9.figshare.21688661.v1
title: UXOTi_NPA_11_class dataset

description: Evaluation dataset <strong>UXOTi_NPA</strong>–an abbreviation that stands for UneXploded Ordnance Thermal images provided by Norwegian People's Aid–for this research was constructed as follows. The raw data was provided by the humanitarian organization Norwegian People’s Aid which collected videos about unexploded ordnances during a project in Bosnia and Herzegovina in 2019. Thermal imaging sensor was mounted on the UAV that surveyed the area at a height of 3 meters. A very small Ground Sampling Distance (GSD) was achieved with such a configuration. These videos were acquired by the thermal imager Zenmuse XT with a dimension of 720x480 pixels at 30 Hz frame rate. Pixel pitch was 17 μm, sensitivity (NEdT) &lt;50mK at focal length f/1.0, and a field of view was 69°x56°. Videos were stored in mp4 format. Image sequences were grabbed from the full videos by using VirtualDub software. These clips were about 25 seconds long and show the UAV's flight over the targets. We annotated videos semi-automatically by using Computer Vision Annotation Tool (CVAT). Positions of objects’ annotations were manually corrected after every 5 to 6 frames. The evaluation dataset consists of 808 thermal images of dimensions of 720x480 pixels extracted from the above-described video clips, whenever at least one target (UXO) was present in the image. The number of objects per image varied between one to three.
DOI: 10.6084/m9.figshare.4240436.v1
title: Temperature and moisture effects on greenhouse gas emissions from deep active-layer boreal soils

description: This archive contains all the critical code and data files necessary to reconstruct results of "Temperature and moisture effects on greenhouse gas emissions from deep active-layer boreal soils" by Bond-Lamberty, Smith, and Bailey. http://www.biogeosciences-discuss.net/bg-2016-234/#discussionNovember 19, 2016<br>
DOI: 10.17632/btc9bbcch8
title: Western

description: western figure
DOI: 10.17632/f3jn2g8sk9
title: Data for: CTS-LSTM: LSTM-based Neural Networks for Correlated Time Series Prediction

description: two data sets used in our paper: (1) travelSky : travelSky.csv contains 90 passenger demand series of 90 routes. (2) Air quality: beijingNO2.txt, beijingO3.txt, LondonNO2.txt contain air quality datasets, which are scratched from a public website (http://zx.bjmemc.com.cn/).
DOI: 10.6084/m9.figshare.11316815.v1
title: Supplementary Material for: True Arterial Stiffness Does Not Change between Dialysis Sessions during 1 Week in Outpatients on Intermitted Hemodialysis

description: <b><i>Introduction:</i></b> End-stage renal disease (ESRD) is associated with exponentially elevated cardiovascular mortality. Arterial stiffness (AS) – usually expressed with pulse wave velocity (PWV) – is an established independent predictor of cardiovascular risk beyond the traditional risk factors. Higher PWV values are frequently observed in patients with ESRD. Due to the intrinsic physiologic relationship between PWV and prevailing arterial pressure, PWV can change without relevant changes in the arterial wall structure, and thus an individual pressure-independent expression of PWV is essential. <b><i>Methods:</i></b> The study is a single-center observational study. Repeated measurements of blood pressure (BP) and pulse wave analysis were performed during each dialysis session of 1 week. Aortic PWV was then adjusted to 120 mm Hg central systolic BP (PWV120) based on individually determined relationship. PWV120 values were compared between single sessions. Calculation of the PWV120 was performed retrospectively. <b><i>Results:</i></b> Fifty-four subjects were included, 61.1% of whom were male. The median age was 75.5 years, and median dialysis vintage was 33.1 months. Mean systolic/diastolic BP was 121.4/70.5 mm Hg, and the median heart rate was 64.6 beats/min. Mean PWV was 10.9 m/s, and mean PWV120 was 11.3 m/s. PWV120 did not change across single dialysis session during 1 week, while systolic, diastolic BP, PWV, and ultrafiltration volume differed significantly. <b><i>Discussion/Conclusions:</i></b> Our data suggest that true AS does not change in the short-term course in dialysis patients. The observed changes in PWV are rather associated with BP change due to intrinsic pressure dependence. Our analytical approach represents a novel method for this purpose, which is easy in performance and also applicable for large interventional trials and clinical practice.
DOI: 10.17044/scilifelab.28869398.v1
title: Data for 'An interactive web resource for exploring equine BAL cell scRNA-seq data'

description: This dataset contains the count matrices required to reproduce the web application for interactive visualization of single-cell RNA-seq (scRNA-seq) data from equine bronchoalveolar lavage (BAL) cells. The Shiny app is available at: https://equbal-explorer.serve.scilifelab.se/app/equbal-explorer hosted by SciLifeLab serve. The web application can be recreated using the scripts provided in the associated GitHub repository: https://github.com/Molmed/EquBAL_explorer.The scRNA-seq data were generated from 21 clinical equine asthma cases and 8 healthy controls using the HIVE and Drop-seq platforms. Details of the laboratory procedures and the generation of the count matrices are described in the original publications: https://doi.org/10.1038/s41598-023-43368-4 and https://doi.org/10.1371/journal.pone.0317343. Raw sequencing data is available at SRA as described in these papers.A phenotype file is also provided, containing BAL cytology and other phenotypic information for the samples included in the web application.<br>
DOI: 10.6084/m9.figshare.26314522.v1
title: TIK TOK DATA

description: TIK TOK DATA
DOI: 10.6084/m9.figshare.29035847.v1
title: <b>CLWD: a Chinese histopathology dataset for lung adenocarcinoma subtype classification</b>

description: The dataset, comprising of high-resolution images, can be directly accessed via our Pathology Image Repository (http://61.166.241.220/PathologyRepository). This process facilitates the download and use of the dataset by researchers and clinicians interested in studying lung tumors, particularly lung adenocarcinoma tissue subtypes. The repository contains images that can be used according to research needs, such as machine learning model training and histopathological analysis.<b>CWLD.csv</b>: A comprehensive spreadsheet contains clinical data associated with each case.
DOI: 10.6084/m9.figshare.3408637.v1
title: Appendix A.xlsx

description: Magnolia species richness in 336 quadrats with the resolution of 100 km
DOI: 10.17632/3m2wzt6fzd
title: Correlation of Core Stability with Dynamic Balance and Upper Limb Stability in Volleyball Players

description: Background: Volleyball is a highly challenging sport, which demands numerous actions from players that need muscular strength, endurance, balance, flexibility, and quickness. The trunk provides dynamic stability which contributes to direct the distal segment activities and loading forces through synchronize and trunk muscles inclusion. These players also need a skill like serving, blocking, and spiking quicker and more forceful overhead arm motion which can promote to increase load on the line position as forearm in extension, fingers in extension, and shoulder in flexion. These skilful functional tasks need muscular coordination.
Aim: The main aim of the study was to observe correlation of core stability with dynamic balance and upper limb stability in recreational volleyball players.
 Materials and Methods: A cross sectional study design was conducted on 84 recreational volleyball  players  by  using purposive sampling and were included  according  to  inclusion  criteria  i.e. participants were male, aged 18-30 years, playing at least for 5 years  and  playing  at  least  four  times  a  week. The players performed Mcgill test to determine their core stability. Players concurrently perform the upper quadrant Y balance test for upper limb stability and the lower quadrant Y balance test for dynamic balance. 
Results: To determine the correlation between the variables, for data analysis the Spearman's rank correlation coefficient was applied. The result indicates there were positive correlation between flexion test and left side bridge test of core stability with upper quadrant Y balance test, as other variables showed negative correlation with core stability tests. There was no significant found between the variables.
Conclusion: The study concluded that there was no significant correlation between core stability, dynamic balance, and upper limb stability in recreational volleyball players.
Keywords: Core stability, Dynamic Balance, Recreational players, upper limb stability, volleyball.
DOI: 10.25388/nwu.23290937.v1
title: Human pose dataset (sit & stand pose classes)

description: This dataset is the output of images processed by OpenPose. OpenPose is a pose estimation software that identifies the location of key body parts and joints from images or video frames and provides a high-level understanding of the human pose through a key point delimitated outline of the body that implies the underlying pose. The dataset consists of multiple entries which report on the key points of various pose images collected from the public domain - a small sample set images is provided that depicts the OpenPose mapping interpreability of the data. The dataset consists of <strong>50,727 entries</strong>: <strong>37,748 entries </strong>are associated with a 'stand' pose classification <strong>12,979 entries </strong>are associated with a 'sit' pose classification These key points are reported in csv format (stored in an Excel book) with the following data attributes: Original pose image file name List of 18 normalised XY coordinates for each body part/joint, and the associated confidence score of its localisation as reported by OpenPose. The pose class (either <em>sit </em>or <em>stand</em>) This datset served in the preliminary experiments as part of the Master's dissertation "<em>Novel data augmentation schemes for pose classification using a convolutional neural network</em>" to faciliate a binary pose classification problem. Author: JS du Toit
DOI: 10.6084/m9.figshare.24359299.v1
title: Supplementary Material for: Evorpacept-Induced Interference and Application of a Novel Mitigation Agent, Evo-NR, in Pretransfusion Testing

description: Introduction Evorpacept is a CD47-blocking agent currently being developed for the treatment of various cancers. Interference by evorpacept in pretransfusion compatibility testing has been reported at limited plasma concentrations. Although various mitigation strategies have been proposed, none are practical. This in vitro study assessed evorpacept-induced interference at extended concentrations and investigated the capability of a novel mitigation agent, Evo-NR. Methods Antibody screening tests were performed on evorpacept-spiked plasma with (anti-E and anti-Jka) or without alloantibodies at evorpacept concentrations up to 2000 μg/mL using manual gel cards and automated analyzers. Evorpacept-coated red blood cells (RBCs) (rr (ce/ce), Fy(a+b−), S−s+) were tested by direct antiglobulin testing (DAT) and antigen typing using anti-Fyb and anti-S reagents at indirect antiglobulin testing (IAT) phase. Evo-NR was used to resolve the interference in plasma and RBC samples. Flow cytometry was used to assess the mitigation effects. Results Evorpacept-spiked plasma showed panreactive interference in antibody screening tests using manual gel cards (2+ to 3+) and automated analyzers (4+). A carryover effect was also observed in the automated analyzers. The use of a 3- to 6-fold molar excess of Evo-NR effectively resolved the interference in the plasma and enabled accurate alloantibody identification. Although the reduction in evorpacept binding to RBCs was identified via flow cytometry, Evo-NR was incapable of resolving the serologic interference observed in DAT and antigen typing at IAT phase. Discussion Evorpacept showed constant panreactivity and a carryover effect at high concentrations. Evo-NR successfully resolved the interference in the plasma samples and could be considered a practical and efficient mitigation solution. Implementation of Evo-NR has the potential to support RBC transfusion for patients undergoing evorpacept treatment.