cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14247959
title: AutoMated tool for Antimicrobial resistance Surveillance System plus (AMASSplus)

description: AMASSplus<br>Release date: 25<sup>th</sup> March 2021<br>The AMASSplus application is an extension of AMASS Version 1.1 that was released on 12 January 2021. AMASSplus has an additional report on selected notifiable bacterial diseases, and the organisms included are:<br><br>- Burkholderia pseudomallei<br>- Brucella spp.<br>- Corynebacterium diphtheriae<br>- Neisseria gonorrhoeae<br>- Neisseria meningitidis<br>- Salmonella enterica serotype paratyphi<br>- Salmonella enterica serotype typhi <br>- Non-typhoidal Salmonella spp.<br>- Shigella spp.<br>- Streptococcus suis<br>- Vibrio spp.<br> <br>AutoMated tool for Antimicrobial resistance Surveillance System (AMASS) was developed as an offline, open−access and easy−to−use application that allows a hospital to perform data analysis independently and generate isolate−based and sample−based surveillance reports stratified by infection origin from routinely collected electronic databases. The application was built in R, which is a free software environment. The application has been placed within a user−friendly interface that only requires the user to double−click on the application icon. <br>AMASS performs data analysis and generates reports automatically. The raw data files required are hospital admission and microbiology databases. Firstly, the application cleans the microbiology data file and produces isolate−based and sample−based surveillance reports without stratification by infection origin. Secondly, the application then merges the microbiology and hospital admission data files, analyzes the merged data, and produces an isolated−based and sample−based surveillance reports with stratification by infection origin. Finally, the application then perform a statistical analysis to estimate all−cause mortality of patients with AMR infection and mortality attributable to AMR, which are automatically added into the AMR surveillance report.<br>AMASS aims to support the local hospitals including those that have only microbiology results recorded in electronic formats. For example, only isolate−based surveillance report without stratification by infection origin will be generated, if only microbiology data file is available and hospital admission data file is not available in the computer.<br> This is the AMASSplus.zip containing the AMASSplus application. Further, details on how to use the application can be found in https://www.amass.website<br>If you have any questions about AMASS or AMASSplus, please contact:<br>For technical information:<br>Chalida Rangsiwutisak (chalida@tropmedes.ac),<br>Cherry Lim (cherry@tropmedres.ac), and<br>Direk Limmathurotsakul (direk@tropmedres.ac)<br> <br>For implementation of AMASSplus at your hospitals in Thailand:<br>Preeyarach Klaytong (preeyarach@tropmedres.ac)<br>Viriya Hantrakun (viriya@tropmedres.ac)<br>
DOI: 10.6084/m9.figshare.7763330
title: AutoMated tool for Antimicrobial resistance Surveillance System (AMASS)

description: Version 1.1Release date: 12<sup>th</sup> January 2021 AMASS 1.1 fixes a typo in the R codes of the AMASS 1.0 that caused inaccurate estimations of the proportion of non-susceptible isolates of <i>E. coli </i>and <i>K. pneumoniae</i> for ampicillin (page 9-10 and page 18-21 in the AMR surveillance report).<br>AutoMated tool for Antimicrobial resistance Surveillance System (AMASS) was developed as an offline, open−access and easy−to−use application that allows a hospital to perform data analysis independently and generate isolate−based and sample−based surveillance reports stratified by infection origin from routinely collected electronic databases. The application was built in R, which is a free software environment. The application has been placed within a user−friendly interface that only requires the user to double−click on the application icon. <br>AMASS performs data analysis and generates reports automatically. The raw data files required are hospital admission and microbiology databases. Firstly, the application cleans the microbiology data file and produces isolate−based and sample−based surveillance reports without stratification by infection origin. Secondly, the application then merges the microbiology and hospital admission data files, analyzes the merged data, and produces an isolated−based and sample−based surveillance reports with stratification by infection origin. Finally, the application then perform a statistical analysis to estimate all−cause mortality of patients with AMR infection and mortality attributable to AMR, which are automatically added into the AMR surveillance report.<br>AMASS aims to support the local hospitals including those that have only microbiology results recorded in electronic formats. For example, only isolate−based surveillance report without stratification by infection origin will be generated, if only microbiology data file is available and hospital admission data file is not available in the computer.<br> This is the AMASS.zip containing the AMASS application. Further, details on how to use the application can be found in https://www.amass.website
DOI: 10.6084/m9.figshare.7763330.v6
title: AutoMated tool for Antimicrobial resistance Surveillance System (AMASS)

description: Version 1.1Release date: 12<sup>th</sup> January 2021 AMASS 1.1 fixes a typo in the R codes of the AMASS 1.0 that caused inaccurate estimations of the proportion of non-susceptible isolates of <i>E. coli </i>and <i>K. pneumoniae</i> for ampicillin (page 9-10 and page 18-21 in the AMR surveillance report).<br>AutoMated tool for Antimicrobial resistance Surveillance System (AMASS) was developed as an offline, open−access and easy−to−use application that allows a hospital to perform data analysis independently and generate isolate−based and sample−based surveillance reports stratified by infection origin from routinely collected electronic databases. The application was built in R, which is a free software environment. The application has been placed within a user−friendly interface that only requires the user to double−click on the application icon. <br>AMASS performs data analysis and generates reports automatically. The raw data files required are hospital admission and microbiology databases. Firstly, the application cleans the microbiology data file and produces isolate−based and sample−based surveillance reports without stratification by infection origin. Secondly, the application then merges the microbiology and hospital admission data files, analyzes the merged data, and produces an isolated−based and sample−based surveillance reports with stratification by infection origin. Finally, the application then perform a statistical analysis to estimate all−cause mortality of patients with AMR infection and mortality attributable to AMR, which are automatically added into the AMR surveillance report.<br>AMASS aims to support the hospitals even those hospitals having only microbiology results. recorded electronica formats. For example, only isolate−based surveillance report without stratification by infection origin will be generated, if only microbiology data file is available and hospital admission data file is not available in the computer.<br> This is the AMASS.zip containing the AMASS application. Further, details on how to use the application can be found in https://www.amass.website
DOI: 10.5517/ccdc.csd.cc28kl3k
title: CCDC 2102268: Experimental Crystal Structure Determination

description: Related Article: Arnold L. Rheingold and James A. Golen|2021|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc28kl4l
title: CCDC 2102269: Experimental Crystal Structure Determination

description: Related Article: Arnold L. Rheingold and James A. Golen|2021|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc28kwzq
title: CCDC 2102574: Experimental Crystal Structure Determination

description: Related Article: Arnold L. Rheingold and James A. Golen|2021|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc28l2kj
title: CCDC 2102747: Experimental Crystal Structure Determination

description: Related Article: Arnold L. Rheingold and James A. Golen|2021|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc28l2ml
title: CCDC 2102749: Experimental Crystal Structure Determination

description: Related Article: Arnold L. Rheingold and James A. Golen|2021|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc28l2nm
title: CCDC 2102750: Experimental Crystal Structure Determination

description: Related Article: Arnold L. Rheingold and James A. Golen|2021|CSD Communication|||
DOI: 10.17632/ps2zrzfhwp.1
title: LINF_180005200

description: mevalonate-diphosphate decarboxylase
Leishmania infantum (strain JPCM5)
DOI: 10.25625/uacwxs/hkwje5
title: moving_domain_master.pdf

description: :unav
DOI: 10.17632/84gwyp7v5p.1
title: LINF_180005900

description: alpha glucosidase II subunit | GANAB
Leishmania infantum (strain JPCM5)
DOI: 10.17632/fbnn4x9d4s.1
title: LINF_180006500

description: serine/threonine protein phosphatase type 5 | PP5
Leishmania infantum (strain JPCM5)
DOI: 10.17632/9gjmpbc443.1
title: Jawalamukhi/Joginder Nagar zircon U-Pb, fission track and Geochemistry

description: These data are derived sequence of Miocene to Pliocene sedimentary rocks exposed in the north-west Indian Himalaya and are used to understand the exhumation history of the mountains since around 21 Ma.

Table 1. Locations of samples and estimated depositional ages based on magnetostratigraphy. Convergence rates are from Clark (2012).

Table 2. Major and select trace element geochemical analysis of the samples considered in this study. Major element concentrations are in weight percent. Trace elements are shown as parts per million (ppm).

Table 3. Analytical data for the zircon U-Pb dating of grains presented in this work.

Table 4. Fission track analytical data
(i). Track densities are (x106 tr cm-2) numbers of tracks counted (N) shown in brackets;
(ii). analyses by external detector method using 0.5 for the 4/2 geometry correction factor;
(iii). ages calculated using dosimeter glass CN-5; (apatite) CN5 =339±5;
calibrated by multiple analyses of IUGS apatite and zircon age standards (Hurford, 1990);
(iv). P2 is probability for obtaining 2 value for v degrees of freedom, where v = no. crystals - 1;
(v). Central age is a modal age, weighted for different precisions of individual crystals (Galbraith, 1990).

Table 5. Results of the mixing modelling performed by the DZMix software of Sundell & Saylor (2017) on the detrital samples from the Laxmi Basin.
DOI: 10.17632/73jrb787rh.1
title: QM output files as research data

description: It is research output data for the submitted article STRUCTURE REACTIVITY RELATIONSHIP OF SELECTIVE ARYL SULFONATE ANTINEOPLASTIC ALKYLATING AGENTS
DOI: 10.17632/gjv53fs33y.1
title: STRUCTURE REACTIVITY RELATIONSHIP OF SELECTIVE ARYL SULFONATE ANTINEOPLASTIC ALKYLATING AGENTS

description: STRUCTURE REACTIVITY RELATIONSHIP OF SELECTIVE ARYL SULFONATE ANTINEOPLASTIC ALKYLATING AGENTS
DOI: 10.17632/2tsv6c35tx.1
title: Economic policy uncertainty in Latin American economies: regional connectedness and spillover effects of trade policy uncertainty in US and China

description: We use a TVP-VAR connectedness approach to measure the regional connectedness of economic policy uncertainty across Latin American economies and the spillover effects on the region of US and China's trade policy uncertainty. The findings suggest the US trade policy uncertainty as a driver of uncertainty from the US presidential elections of 2016 to the end of the sample. Moreover, the results indicate the uncertainty concerning Chinese trade policy as a driver of uncertainty since the beginning of the trade tensions with the US in 2018. Latin America received uncertainty regarding the trade policy of the world superpowers mainly from the beginning of the trade tensions.
DOI: 10.17632/88bw5k8zb9.2
title: Polak & McEvey: Copulation Duration Data in Drosophila

description: Copulation duration data (in minutes) in Drosophila parabipectinata and D. bipectinata. Males were either surgically altered or not. Surgical alteration consisted of laser ablation of approximately 1/3 to 1/2 the terminal ends of both aedeagal lateral processes of the genitalia of individual male flies. After surgery males were allowed to mate with virgin females of their respective species. Start and end times of copulation were recorded and copulation duration calculated. Immediately after copulation, females were anesthetized and  dissected to check for sperm within their reproductive tracts. It was ascertained whether the sperm mass occurred as a single mass, or whether there was an indication that it occurred as two discernible units. In all cases, the mass occurred as a single, highly integrated mass of sperm. The data align with the hypothesis that the sperm are transferred to the female via the male aedeagus; the data are inconsistent with the assertion of traumatic insemination in these species within the bipectinata complex.
DOI: 10.17632/f7jhtrsbt7.1
title: Ágil

description: Computational Procedures and Data of Fast Decision .
DOI: 10.17632/w4478kftkk.1
title: Immunosuppressive biologics did not increase the risk of COVID-19 or subsequent mortality: a retrospective matched cohort study from Massachusetts 

description: Supplemental materials for the manuscript titled, "Immunosuppressive biologics did not increase the risk of COVID-19 or subsequent mortality: a retrospective matched cohort study from Massachusetts," published in the Journal of the American Academy of Dermatology. 

Vartan Pahalyants MD, MBA1,2*, William S. Murphy MD, MBA1*, Nikolai Klebanov MD1, Chenyue Lu MBI1, Nicholas Theodosakis MD1, R. Monina Klevens DDS3, Hossein Estir PhD4,5, Evelyn Lilly MD1, Maryam Asgari MD1, Yevgeniy R. Semenov MD, MA1

1Massachusetts General Hospital, Department of Dermatology, Boston, MA
2Brigham and Women’s Hospital, Department of Medicine, Boston, MA
3Massachusetts Department of Public Health, Bureau of Infectious Disease and Laboratory Sciences, Boston, MA
4Laboratory of Computer Science, Massachusetts General Hospital, Boston, MA 
5Department of Medicine, Massachusetts General Hospital, Boston, MA

* Designates co-first authors

The supplement includes detailed methods, the study flow diagram, as well as supplemental analyses not included in the published manuscript.
DOI: 10.17632/f5pyy47yy3.1
title: istanbul da 0552 369 35 87 whatsap  elden düşük hapı teslimi kontrol edip ücreti ödeyin 

description: istanbul da 0552 369 35 87 whatsap  elden düşük hapı teslimi kontrol edip ücreti ödeyin istanbul da 0552 369 35 87 whatsap  elden düşük hapı teslimi kontrol edip ücreti ödeyin istanbul da 0552 369 35 87 whatsap  elden düşük hapı teslimi kontrol edip ücreti ödeyin istanbul da 0552 369 35 87 whatsap  elden düşük hapı teslimi kontrol edip ücreti ödeyin istanbul da 0552 369 35 87 whatsap  elden düşük hapı teslimi kontrol edip ücreti ödeyin istanbul da 0552 369 35 87 whatsap  elden düşük hapı teslimi kontrol edip ücreti ödeyin istanbul da 0552 369 35 87 whatsap  elden düşük hapı teslimi kontrol edip ücreti ödeyin istanbul da 0552 369 35 87 whatsap  elden düşük hapı teslimi kontrol edip ücreti ödeyin istanbul da 0552 369 35 87 whatsap  elden düşük hapı teslimi kontrol edip ücreti ödeyin istanbul da 0552 369 35 87 whatsap  elden düşük hapı teslimi kontrol edip ücreti ödeyin istanbul da 0552 369 35 87 whatsap  elden düşük hapı teslimi kontrol edip ücreti ödeyin istanbul da 0552 369 35 87 whatsap  elden düşük hapı teslimi kontrol edip ücreti ödeyin istanbul da 0552 369 35 87 whatsap  elden düşük hapı teslimi kontrol edip ücreti ödeyin istanbul da 0552 369 35 87 whatsap  elden düşük hapı teslimi kontrol edip ücreti ödeyin istanbul da 0552 369 35 87 whatsap  elden düşük hapı teslimi kontrol edip ücreti ödeyin
DOI: 10.17632/xr33hmbv5n.1
title: A Mechanistic Investigation of the Coral Mn/Ca-based Trade-wind Proxy at Kiritimati

description: Research data for manuscript submitted to Geochimica et Cosmochimica Acta on 09/03/2021 titled "A Mechanistic Investigation of the Coral Mn/Ca-based Trade-wind Proxy at Kiritimati".

[ABSTRACT] Tropical Pacific trade-wind behavior is linked to the El Niño-Southern Oscillation and Pacific Decadal Variability, which modulate the rate of climate change. Despite their importance, high-resolution trade-wind observations span only the past 30-40 years and are too sparse to assess decadal wind variability and long-term trends. Previous work demonstrated that reef-building corals growing at the tropical Pacific island of Tarawa (2°N, 165°E) exhibit spikes in the manganese-to-calcium ratio (Mn/Ca) of their skeleton in response to a reversal of trade winds (i.e., westerly winds). Records of Mn/Ca from long-lived corals therefore hold great promise as indicators of past trade-wind variability. However, at other nearby islands with west-facing lagoons, there is a lag between westerly winds and coral Mn/Ca spikes and a significant difference in the magnitude of spikes between corals. To address uncertainties in how winds are recorded by coral Mn/Ca, we assess the reservoirs of Mn in the sediment, sediment pore spaces (porewater), and water column of Kiritimati's lagoon and inland lakes (1.9°N, 157.5°W). We find that insoluble dustborne Mn, once buried in lagoon sediments, becomes reduced and more soluble, leading to its accumulation in the sediment porewater. This Mn reservoir is then released into the water column when strong westerly wind events cause sufficient water-column mixing to reach lagoonal sediments. While this mechanism is consistent with what was previously proposed at Tarawa, there is a nearly 20-fold difference in the concentration of dissolved porewater Mn between the two islands. We attribute this difference to the water depth of the sediment core from which porewater was sampled and the time elapsed between the most recent westerly wind event and core sampling, which both influence the “recharge time" of the porewater Mn reservoir. As such, lagoon bathymetry and morphology modulate lagoon water and sediment porewater Mn concentrations, which impact how westerly winds imprint their signal onto coral Mn/Ca. Armed with an improved understanding of the mechanism behind this coral Mn/Ca-trade wind relationship, we can better assess the reliability of this coral proxy through space and time and identify optimal sites for Mn/Ca-based wind reconstructions, paving the way for critical new insights into the role of winds in future climate change.
DOI: 10.17632/92ytjzwkv7.1
title: Self-Organizing Map -  Wear studies - FDM 

description: Self Organizing Map (SOM) tool as a non-supervised Neural Network (NN) is used to visualize the data. Here, SOM combinations with vector quantification and projection are used to identify or rank the wear machinability parameters on the new composite filament printed under different FDM conditions. The competitive layer in SOM will classify the given parameters of the wear machine (vectors) at any number of dimensions may be into several groups of layer neurons.
DOI: 10.17632/jd3p86jsb7.1
title: Datasets on Factors Affecting Social Media Use during Covid-19 Education: The Moderating Role of Gender and Experience

description: These datasets aim to provide an empirical report to understand the key predictors of Teachers’ Social Media Use during Corona Virus Disease 2019
DOI: 10.17632/s7k49ttfjs.1
title: Toxicology Propolis _ AEZH

description: Hematological data from research on the toxicological test of propolis in rats. The study was conducted in Indonesia, using Sprague Dawley rats.
DOI: 10.17632/c59rssj3t4.5
title: BenCoref: A Dataset of Nominal Phrases and Pronominal Reference Annotations

description: This dataset contains 3622 coreference annotations forming 356 coreference clusters in 31630 tokens. The dataset is divided into 69 documents. The text in the documents originate from classic Bengali literature and comes across in 2 categories: short story and novel.
DOI: 10.17632/82jmzjhckh.2
title: Partial Offloading with Stable Equilibrium in Fog-cloud Environments using Replicator Dynamics of Evolutionary Game Theory

description: In this research, we propose a solution for partial offloading based on the replicator equation of evolutionary game theory. The ultimate goal is for users to be in a stable equilibrium based on their priorities in terms of energy consumption, latency, and computational cost so that no user is willing to change his/her strategy. The results of solving the replicator equation followed by statistical analysis show that the proposed method has a remarkable performance improvement compared to the state-of-the-art methods. Our method not only shows a better average based on the weighted combination of energy consumption, latency, and cost but also has a lower variance compared to the full local execution and the full offloading methods. Our results also show that when the number of users is very large, the system can reach equilibrium with the least amount of information exchange among players.
DOI: 10.17632/vrxdg7mm6x.1
title: Implicating Gene and Cell Networks Responsible for Differential COVID-19 Host Responses via an Interactive Single Cell Web Portal

description: Numerous studies have provided single-cell transcriptome profiles of host responses to SARS-CoV-2 infection. Critically lacking however is a datamine that allows users to compare and explore cell profiles to gain insights and develop new hypotheses. To accomplish this, we harmonized datasets from COVID-19 and other control condition blood, bronchoalveolar lavage, and tissue samples, and derived a compendium of gene signature modules per cell type, subtype, clinical condition, and compartment. We demonstrate approaches to probe these via a new interactive web portal (http://toppcell.cchmc.org/). As examples, we develop three hypotheses: (1) a multicellular signaling cascade among alternatively differentiated monocyte-derived macrophages whose tasks include T cell recruitment and activation; (2) novel platelet subtypes with drastically modulated expression of genes responsible for adhesion, coagulation and thrombosis; and (3) a multilineage cell activator network able to drive extrafollicular B maturation via an ensemble of genes strongly associated with risk for developing post-viral autoimmunity.
DOI: 10.17632/w632b379k9.1
title: Corpus Data for Rohingya News Reports from International and Bangladeshi Media (2016-2020)

description: The current dataset has been built for analyzing the news reports between 2016 and 2020,   in a span of 5 years, which can illustrate how the news on the Rohingya refugee crisis in the International in Bangladeshi media has been covered.  The data set not only contains the sources of the news reports but also contains the compiled Corpus Plain Texts of the International and Bangladesh-based news media.  This data can greatly help researchers hailing from different backgrounds like Journalism, International Conflict Studies, Refugee Crisis  Management, etc. to analyze, hypothesize and produce solutions for different problems on the event.
DOI: 10.17632/2d7t2f3g46.2
title: Tutorial Videos QUASES

description: Example of characterization of coated nano-particles. It shows how the structure and thickness of the coating can be determined.
DOI: 10.17632/jtv3f9pbdb.2
title: LSTM and CNN Parameter Tuning results

description: The published data are part of the virtual-coach Table Tennis shadow-play training system developing results.
Two deep models (LSTM and 2DCNN) were trained and tested based on the self-collected Table Tennis Forehand strokes sensory data
The Models'  parameters are tuned with the following values:
1)	The Epoch number in range (100, 250, and 500),
2)	The batch size in range (10, 50,100, 500 and1000),
3)	The number of the LSTM and CNN layer in range (1, 2, and 3),
4)	The number of filters in range (16 to 256),
5)	The rate of dropout in range (0.1, 0.2, 0.3, ..., 0.9),
6)	The number of the denes layer in range (1, 2, and 3), and
7)	The number of the neurons in the dense layer is in the range (8 to 64)
The published results contain all possible models' performance on the testing dataset.