cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13026/13he-1932
title: Will Two Do? Varying Dimensions in Electrocardiography: The PhysioNet/Computing in Cardiology Challenge 2021

description: The electrocardiogram (ECG) is a non-invasive representation of the electrical
activity of the heart. Although the twelve-lead ECG is the standard diagnostic
screening system for many cardiological issues, the limited accessibility of
twelve-lead ECG devices provides a rationale for smaller, lower-cost, and
easier to use devices. While single-lead ECGs are limiting, reduced-lead ECG
systems hold promise, with evidence that subsets of the standard twelve leads
can capture useful information and can even be comparable to twelve-lead ECGs
in some limited contexts. In 2017 we challenged the public to classify AF from
a single-lead ECG, and in 2020 we challenged the public to diagnose a much
larger number of cardiac problems using twelve-lead recordings. However, there
is limited evidence to demonstrate the utility of reduced-lead ECGs for
capturing a wide range of diagnostic information.

In this year's Challenge, we ask the following question: 'Will two do?' This
year's Challenge builds on last year's Challenge, which asked participants to
classify cardiac abnormalities from twelve-lead ECGs. We are asking you to
build an algorithm that can classify cardiac abnormalities from either twelve-
lead, six-lead, three-lead, and two-lead ECGs. We will test each algorithm on
databases of twelve-lead, six-lead, three-lead, and two-lead ECGs, and the
differences in performances of the algorithms on these databases will reveal
the utility of reduced-lead ECGs in comparison to standard twelve-lead EGCs.
DOI: 10.6084/m9.figshare.18737303
title: Mitra et al 2022 Manganese Oxidation

description: This file contains the raw data for the paper by Mitra et al. 2022 Mn Oxidation
DOI: 10.6084/m9.figshare.18737303.v1
title: Mitra et al 2022 Manganese Oxidation

description: This file contains the raw data for the paper by Mitra et al. 2022 Mn Oxidation
DOI: 10.25934/pr00005475.0
title: Available IPD datapackage for study 'A Double-Blind Trial of Topiramate in Subjects With Lennox-Gastaut Syndrome.'

description: The purpose of this study is to evaluate the effectiveness and safety of topiramate as add-on therapy in the treatment of epilepsy patients with Lennox-Gastaut syndrome, a severe form of epilepsy in which there are mixed types of seizures.
DOI: 10.5281/zenodo.5885044
title: VASP coordinate files

description: VASP coordinate files of systems investigated in the accompanying publication.
DOI: 10.5281/zenodo.5885043
title: VASP coordinate files

description: VASP coordinate files of systems investigated in the accompanying publication.
DOI: 10.34740/kaggle/dsv/3069972
title: Omicron daily cases by country (COVID-19 variant)
DOI: 10.25919/vhqh-es30
title: Parkes observations for project P1141 semester 2021OCTS_03

description: Radio giant pulses (GPs) have been observed since the discovery of the Crab pulsar more than 50 years ago. Nevertheless the origins of this apparently irregular form of radio emission are still not understood. While their characteristics indicate the existence of a coherent emission mechanism, the search for an incoherent emission component via multi-wavelength correlation studies provides one way to identify potential emission regions in the magnetosphere of the pulsar. With the present proposal, we address the radio GP emission from PSR J0540-6919 (the Crab twin) and seek to search for a correlation with its X-ray emission. A recent study of this kind for the Crab pulsar proved to be successful (Enoto et al.\,2021). Our proposed study is to the best of our knowledge the first of its kind together with the Neutron Star Interior Composition ExploreR (NICER) for this particular source and will shed light on the question of whether correlations with X-ray emission are a characteristic of ordinary pulsars with radio GP emission. Such knowledge will be useful in unraveling whether there are different populations of radio GPs in the case of ordinary and millisecond pulsars.
DOI: 10.5281/zenodo.5885124
title: datet related to article "The Pre-Lumbar puncture Intracranial Hypertension Scale (PLIHS): A practical scale to identify subjects with normal cerebrospinal fluid pressure in the management of idiopathic intracranial hypertension"

description: The dataset contains the variables used to validata the PLIHS scale described in the manuscript.
DOI: 10.5281/zenodo.5885123
title: datet related to article "The Pre-Lumbar puncture Intracranial Hypertension Scale (PLIHS): A practical scale to identify subjects with normal cerebrospinal fluid pressure in the management of idiopathic intracranial hypertension"

description: The dataset contains the variables used to validata the PLIHS scale described in the manuscript.
DOI: 10.25934/pr00005473.0
title: Available IPD datapackage for study 'Topiramate Clinical Trial in Primary Generalized Tonic-Clonic Seizures'

description: The purpose of this study is to evaluate the effectiveness and safety of topiramate as an add-on therapy in epilepsy patients with uncontrolled primary generalized tonic-clonic seizures, who are taking 1 or 2 standard antiepileptic drugs.
DOI: 10.13026/f4ab-0814
title: Classification of 12-lead ECGs: The PhysioNet/Computing in Cardiology Challenge 2020

description: The standard 12-lead ECG has been widely used to diagnose a variety of cardiac
abnormalities such as cardiac arrhythmias and predicts cardiovascular
morbidity and mortality. The early and correct diagnosis of cardiac
abnormalities can increase the chances of successful treatments. However,
manual interpretation of the electrocardiogram is time-consuming and requires
skilled personnel with a high degree of training. Automatic detection and
classification of cardiac abnormalities can assist physicians in the diagnosis
of the growing number of ECGs recorded. The PhysioNet/Computing in Cardiology
Challenge 2020 provides an opportunity to address this problem by providing
data from a wide set of sources.

Please see <https://physionetchallenges.github.io/2020/> for all information
about this year's Challenge. We are using the above GitHub Pages link and
Google Groups to post all updates this year. At the end of the Challenge, the
current page will be updated to reflect the complete event and the final
results.
DOI: 10.13026/mpha-2q23
title: Classification of 12-lead ECGs: The PhysioNet/Computing in Cardiology Challenge 2020

description: The standard 12-lead ECG has been widely used to diagnose a variety of cardiac
abnormalities such as cardiac arrhythmias and predicts cardiovascular
morbidity and mortality. The early and correct diagnosis of cardiac
abnormalities can increase the chances of successful treatments. However,
manual interpretation of the electrocardiogram is time-consuming and requires
skilled personnel with a high degree of training. Automatic detection and
classification of cardiac abnormalities can assist physicians in the diagnosis
of the growing number of ECGs recorded. The PhysioNet/Computing in Cardiology
Challenge 2020 provides an opportunity to address this problem by providing
data from a wide set of sources.

Please see <https://physionetchallenges.github.io/2020/> for all information
about this year's Challenge. We are using the above GitHub Pages link and
Google Groups to post all updates this year. At the end of the Challenge, the
current page will be updated to reflect the complete event and the final
results.
DOI: 10.13026/0y7p-s471
title: Early Prediction of Sepsis from Clinical Data: The PhysioNet/Computing in Cardiology Challenge 2019

description: Sepsis is a life-threatening condition that occurs when the body's response to
infection causes tissue damage, organ failure, or death ([Singer _et al._ ,
2016](https://www.ncbi.nlm.nih.gov/pubmed/26903338)). In the U.S., nearly 1.7
million people develop sepsis and 270,000 people die from sepsis each year;
over one third of people who die in U.S. hospitals have sepsis
([CDC](https://www.cdc.gov/sepsis/datareports/index.html)). Internationally,
an estimated 30 million people develop sepsis and 6 million people die from
sepsis each year; an estimated 4.2 million newborns and children are affected
([WHO](https://www.who.int/news-room/fact-sheets/detail/sepsis)). Sepsis costs
U.S. hospitals more than any other health condition at $24 billion (13% of
U.S. healthcare expenses) a year, and a majority of these costs are for sepsis
patients that were not diagnosed at admission ([Paoli _et al._ ,
2018](https://www.ncbi.nlm.nih.gov/pubmed/30048332)). Sepsis costs are even
greater globally with the developing world at most risk. Altogether, sepsis is
a major public health issue responsible for significant morbidity, mortality,
and healthcare expenses.

Early detection and antibiotic treatment of sepsis are critical for improving
sepsis outcomes, where each hour of delayed treatment has been associated with
roughly an 4-8% increase in mortality ([Kumar _et al._ ,
2006](https://www.ncbi.nlm.nih.gov/pubmed/16625125); [Seymour _et al._ ,
2017](https://www.ncbi.nlm.nih.gov/pubmed/28528569)). To help address this
problem, clinicians have proposed new definitions for sepsis ([Singer _et al._
, 2016](https://jamanetwork.com/journals/jama/fullarticle/2492881)), but the
fundamental need to detect and treat sepsis early still remains, and basic
questions about the limits of early detection remain unanswered. The
PhysioNet/Computing in Cardiology Challenge 2019 provides an opportunity to
address these questions.
DOI: 10.13026/1q9b-ge17
title: You Snooze You Win: The PhysioNet/Computing in Cardiology Challenge 2018

description: The goal of the challenge is use information from the available signals to
correctly classify target arousal regions.
DOI: 10.5281/zenodo.5884943
title: SD-WACCM-X 2020-2021 Sudden Stratospheric Warming Simulations with Constant Solar Forcing

description: Simulation output from the Specified Dynamics version of the Whole Atmosphere Community Climate Model with thermosphere-ionosphere eXtension (SD-WACCM-X) for the 2020-2021 sudden stratospheric warming (SSW) event. Included output are the meridional and zonal winds, neutral temperatures, and total electron content (TEC). Simulations were performed using constant geomagnetic and solar forcing values of 70 solar flux units and Kp=0+.
description: Data files in support of publication "Ionosphere Variability During the 2020-2021 SSW: COSMIC-2 Observations and WACCM-X Simulations"
DOI: 10.5281/zenodo.5884942
title: SD-WACCM-X 2020-2021 Sudden Stratospheric Warming Simulations with Constant Solar Forcing

description: Simulation output from the Specified Dynamics version of the Whole Atmosphere Community Climate Model with thermosphere-ionosphere eXtension (SD-WACCM-X) for the 2020-2021 sudden stratospheric warming (SSW) event. Included output are the meridional and zonal winds, neutral temperatures, and total electron content (TEC). Simulations were performed using constant geomagnetic and solar forcing values of 70 solar flux units and Kp=0+.
description: Data files in support of publication "Ionosphere Variability During the 2020-2021 SSW: COSMIC-2 Observations and WACCM-X Simulations"
DOI: 10.5281/zenodo.5884330
title: BotHunter: An Approach to Detect Software Bots in GitHub

description: Contains the oracle, BIMAN's output, and BotHunter tool.
DOI: 10.5281/zenodo.5883227
title: Availability of results of interventional trials assessing colorectal cancer over the past seven years

description: Dataset used for our work "Availability of results of interventional trials assessing colorectal cancer over the past seven years." Part of the dataset was extracted from the AACT database (Clinical Trials Transformation Initiative) and part of the dataset was extracted by the authors. The list of trials are ordered by NTC number (from ClinicalTrials.gov).
DOI: 10.25934/pr00005471.0
title: Available IPD datapackage for study 'Topiramate (RWJ-17021-000) Monotherapy Clinical Trial in Patients With Recently Diagnosed Partial-Onset Seizures'

description: The purposes of this study are (1) to compare the effectiveness of two doses of topiramate and (2) to assess the safety of topiramate alone in the treatment of pediatric and adult patients with recently diagnosed epilepsy characterized by partial-onset seizures.
DOI: 10.5281/zenodo.5883226
title: Availability of results of interventional trials assessing colorectal cancer over the past seven years

description: Dataset used for our work "Availability of results of interventional trials assessing colorectal cancer over the past seven years." Part of the dataset was extracted from the AACT database (Clinical Trials Transformation Initiative) and part of the dataset was extracted by the authors. The list of trials are ordered by NTC number (from ClinicalTrials.gov).
DOI: 10.5517/ccdc.csd.cc28vr63
title: CCDC 2111075: Experimental Crystal Structure Determination

description: Related Article: Dennis Grödler, Martin L. Weidemann, Andreas Lichtenberg, Tobias Greven, Robin Nickstadt, Malek Haydo, Mathias Wickleder, Axel Klein, Dirk Johrendt, Sanjay Mathur, Markus Zegke, Aida Raauf|2022|Chem.Commun.|58|835|doi:10.1039/D1CC05444A
DOI: 10.5517/ccdc.csd.cc28v41b
title: CCDC 2110481: Experimental Crystal Structure Determination

description: Related Article: Dennis Grödler, Martin L. Weidemann, Andreas Lichtenberg, Tobias Greven, Robin Nickstadt, Malek Haydo, Mathias Wickleder, Axel Klein, Dirk Johrendt, Sanjay Mathur, Markus Zegke, Aida Raauf|2022|Chem.Commun.|58|835|doi:10.1039/D1CC05444A
DOI: 10.5517/ccdc.csd.cc2907td
title: CCDC 2115403: Experimental Crystal Structure Determination

description: Related Article: Seraj A. Ansari, Amey P. Wadawale, Willem Verboom, Prasanta K. Mohapatra|2022|New J.Chem.|46|950|doi:10.1039/D1NJ05760J
DOI: 10.5517/ccdc.csd.cc2907vf
title: CCDC 2115404: Experimental Crystal Structure Determination

description: Related Article: Seraj A. Ansari, Amey P. Wadawale, Willem Verboom, Prasanta K. Mohapatra|2022|New J.Chem.|46|950|doi:10.1039/D1NJ05760J
DOI: 10.5517/ccdc.csd.cc29360n
title: CCDC 2118230: Experimental Crystal Structure Determination

description: Related Article: Kimberly K. Hollister, Andrew Molino, Grace Breiner, Jacob E. Walley, Kelsie E. Wentz, Ashley M. Conley, Diane A. Dickie, David J. D. Wilson, Robert J. Gilliard, Jr.|2022|J.Am.Chem.Soc.|144|590|doi:10.1021/jacs.1c11861
DOI: 10.5281/zenodo.5880344
title: TIMBULNYA INSPIRASI DAN INDIKASI SUMBER PELUANG

description: makalah kelompok 7
DOI: 10.5281/zenodo.5880343
title: TIMBULNYA INSPIRASI DAN INDIKASI SUMBER PELUANG

description: makalah kelompok 7
DOI: 10.5281/zenodo.5880291
title: Peran enterpreauner dalam berwirausaha

description: Enterpreauner adalah sebuah peluang untuk kita berwirausaha yang kreatif dan inivasi
DOI: 10.5281/zenodo.5880290
title: Peran enterpreauner dalam berwirausaha

description: Enterpreauner adalah sebuah peluang untuk kita berwirausaha yang kreatif dan inivasi
DOI: 10.5281/zenodo.5808212
title: Geostatistics of the Borden Aquifer: High-Resolution Characterization using Direct Groundwater Velocity Measurements

description: This dataset includes the final PVP analysis for the 409 groundwater velocity measurements conduced with PVPs across the measurement transect at the C.F.B. Borden Site, Ontario, Canada.
DOI: 10.5281/zenodo.5808211
title: Geostatistics of the Borden Aquifer: High-Resolution Characterization using Direct Groundwater Velocity Measurements

description: This dataset includes the final PVP analysis for the 409 groundwater velocity measurements conduced with PVPs across the measurement transect at the C.F.B. Borden Site, Ontario, Canada.
DOI: 10.21239/v9nk5t
title: Cartilla etapas para un cultivo de bivalvos marinos (pectínidos y ostras) en sistema suspendido en el Caribe colombiano

description: Este documento explica de forma clara y concisa las características de las especies de bivalvos de interés comercial que se encuentran comúnmente en bahía Portete, las diferentes artes, las etapas, el monitoreo y el mantenimiento del sistema de cultivo.
DOI: 10.21985/n2-32p7-he12
title: Topology Inspired Methods for the Design and Analysis of Transcriptomic Time-Series Data in Circadian Biology Research
DOI: 10.6084/m9.figshare.18569759
title: tracking_pi.csv

description: we radio-tracked 10 adult whip-poor-wills using radio telemetry in upstate New York and collected vegetation measurements at a subset at these points where the birds were either foraging at night or roosting during the day, as well as at any identified nest sites<br>
DOI: 10.6084/m9.figshare.18569759.v1
title: tracking_pi.csv

description: we radio-tracked 10 adult whip-poor-wills using radio telemetry in upstate New York and collected vegetation measurements at a subset at these points where the birds were either foraging at night or roosting during the day, as well as at any identified nest sites<br>
DOI: 10.5281/zenodo.5885283
title: Atwater Study Plot, Alta, UT

description: This dataset includes quality assessed hourly radiation, atmospheric, and snow mass balance observation measured <em>in situ</em> by instrumentation permanently installed at Atwater Study Plot (ASP), a snow observation site located in Little Cottonwood Canyon, Wasatch Mountains, UT. Observation datasets are named ASP_WY<em>yyyy</em>_1hr, and are provided per water year as CSV files. The raw hourly dataset undergoes quality assessment and checking to filter extraneous values that are physically unreasonable, for example, negative snow depths, or positive solar radiation values at night. Data gaps, due to missing or removed values, are filled using interpolation. ASP is approximately a quarter acre in size and located in the town of Alta on the north side of Little Cottonwood Canyon across from Alta Ski Area (40.591206<sup>o </sup>N, 111.637685<sup>o</sup> W; 2668 m (8752 ft)). The plot encompasses an opening in an aspen and conifer forest, near tree line, and is roped off to limit site disturbance. The instrumentation platform, which is just above 3 m in height, sits near the center of the eastern half of the site. The instrumentation mounted on the platform includes temperature and relative humidity (Vaisala hmp45c), wind speed and direction (RM Young 05103), and a four component radiometer (Hukseflux NR01) with separate measurements of incoming and outgoing solar and longwave radiation from a set of four sensors. The radiation sensor is mounted on an arm extending away from the platform, and the instrument field of views are unobstructed. Similarly, snow depth is measured off of a master stake to the west of the platform (Campbell Scientific SR50A). Data is logged on a Campbell Scientific CR1000. Precipitation is included in the dataset, but it is taken from the adjacent Alta Guard site because a precipitation gauge was not yet installed at ASP the time of dataset publication. This dataset also includes hourly simulated snow energy balance and snowmelt datasets named ASP_WY<em>yyyy</em>_Snobal_1hr, provided per water year as CSV files. The 1d snow energy balance model SNOBAL (Marks et al., 1999) is used to calculate snow energy balance and change in phase at ASP. The model represents the snowpack as two layers, with a fixed depth (25 cm) active layer, and the remainder of the snowpack. Energy exchanges are calculated in the active layer, and then energy transfer is determined for the snowpack as a whole, from which the energy available for phase changes in both layers is determined. Inputs to the model include hourly averages of net shortwave radiation, longwave irradiance, air temperature, vapor pressure, wind speed, and precipitation mass.
DOI: 10.5281/zenodo.5885282
title: Atwater Study Plot, Alta, UT

description: This dataset includes quality assessed hourly radiation, atmospheric, and snow mass balance observation measured <em>in situ</em> by instrumentation permanently installed at Atwater Study Plot (ASP), a snow observation site located in Little Cottonwood Canyon, Wasatch Mountains, UT. Observation datasets are named ASP_WY<em>yyyy</em>_1hr, and are provided per water year as CSV files. The raw hourly dataset undergoes quality assessment and checking to filter extraneous values that are physically unreasonable, for example, negative snow depths, or positive solar radiation values at night. Data gaps, due to missing or removed values, are filled using interpolation. ASP is approximately a quarter acre in size and located in the town of Alta on the north side of Little Cottonwood Canyon across from Alta Ski Area (40.591206<sup>o </sup>N, 111.637685<sup>o</sup> W; 2668 m (8752 ft)). The plot encompasses an opening in an aspen and conifer forest, near tree line, and is roped off to limit site disturbance. The instrumentation platform, which is just above 3 m in height, sits near the center of the eastern half of the site. The instrumentation mounted on the platform includes temperature and relative humidity (Vaisala hmp45c), wind speed and direction (RM Young 05103), and a four component radiometer (Hukseflux NR01) with separate measurements of incoming and outgoing solar and longwave radiation from a set of four sensors. The radiation sensor is mounted on an arm extending away from the platform, and the instrument field of views are unobstructed. Similarly, snow depth is measured off of a master stake to the west of the platform (Campbell Scientific SR50A). Data is logged on a Campbell Scientific CR1000. Precipitation is included in the dataset, but it is taken from the adjacent Alta Guard site because a precipitation gauge was not yet installed at ASP the time of dataset publication. This dataset also includes hourly simulated snow energy balance and snowmelt datasets named ASP_WY<em>yyyy</em>_Snobal_1hr, provided per water year as CSV files. The 1d snow energy balance model SNOBAL (Marks et al., 1999) is used to calculate snow energy balance and change in phase at ASP. The model represents the snowpack as two layers, with a fixed depth (25 cm) active layer, and the remainder of the snowpack. Energy exchanges are calculated in the active layer, and then energy transfer is determined for the snowpack as a whole, from which the energy available for phase changes in both layers is determined. Inputs to the model include hourly averages of net shortwave radiation, longwave irradiance, air temperature, vapor pressure, wind speed, and precipitation mass.
DOI: 10.21239/v9qc74
title: Informe técnico. Planificación ecorregional para la conservación in situ de la biodiversidad marina y costera en el Caribe y Pacífico continental colombiano

description: Colombia es el tercer país con mayor biodiversidad terrestre en el mundo y el segundo en biodiversidad marina en el continente Americano después de México. Sin embargo, esta biodiversidad se muestra cada vez más expuesta a diferentes presiones de tipo antrópico y natural sobre las zonas costeras colombianas, lo que conlleva a que niveles de biodiversidad estén cayendo de manera acelerada. Los hábitats se fragmentan, se degradan o pierden, y las especies se ven afectadas a nivel de comunidades, con extinciones comerciales, locales o regionales. Las practicas actuales de ordenación marina y costera (controles en los niveles de captura y métodos pesqueros, la reglamentación del uso de la tierra) ya no son suficientes para afrontar la complejidad y magnitud de esos problemas.