cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3885254
title: Dataset related to article: "Intensity modulated proton therapy compared to volumetric modulated arc therapy in the irradiation of young female patients with hodgkin's lymphoma. Assessment of risk of toxicity and secondary cancer induction"

description: This record contains data related to article: "Intensity modulated proton therapy compared to volumetric modulated arc therapy in the irradiation of young female patients with hodgkin's lymphoma. Assessment of risk of toxicity and secondary cancer induction" Abstract <strong>Background: </strong> To investigate the role of intensity modulated proton therapy (IMPT) compared to volumetric modulated arc therapy (VMAT) for advanced supradiaphragmatic Hodgkin's lymphoma (HL) in young female patients by assessing dosimetric features and modelling the risk of treatment related complications and radiation-induced secondary malignancies. <strong>Methods: </strong> A group of 20 cases (planned according to the involved-site approach) were retrospectively investigated in a comparative planning study. Intensity modulated proton plans (IMPT) were compared to VMAT RapidArc plans (RA). Estimates of toxicity were derived from normal tissue complication probability (NTCP) calculations with either the Lyman or the Poisson models for a number of endpoints. Estimates of the risk of secondary cancer induction were determined for lungs, breasts, esophagus and thyroid. A simple model-based selection strategy was considered as a feasibility proof for the individualized selection of patients suitable for proton therapy. <strong>Results: </strong> IMPT and VMAT plans resulted equivalent in terms of target dose distributions, both were capable to ensure high coverage and homogeneity. In terms of conformality, IMPT resulted ~ 10% better than RA plans. Concerning organs at risk, IMPT data presented a systematic improvement (highly significant) over RA for all organs, particularly in the dose range up to 20Gy. This lead to a composite average reduction of NTCP of 2.90 ± 2.24 and a reduction of 0.26 ± 0.22 in the relative risk of cardiac failures. The excess absolute risk per 10,000 patients-years of secondary cancer induction was reduced, with IMPT, of 9.1 ± 3.2, 7.2 ± 3.7 for breast and lung compared to RA. The gain in EAR for thyroid and esophagus was lower than 1. Depending on the arbitrary thresholds applied, the selection rate for proton treatment would have ranged from 5 to 75%. <strong>Conclusion: </strong> In relation to young female patients with advanced supradiaphragmatic HL, IMPT can in general offer improved dose-volume sparing of organs at risk leading to an anticipated lower risk of early or late treatment related toxicities. This would reflect also in significantly lower risk of secondary malignancies induction compared to advanced photon based techniques. Depending on the selection thresholds and with all the limits of a non-validated and very basic model, it can be anticipated that a significant fraction of patients might be suitable for proton treatments if all the risk factors would be accounted for.
DOI: 10.21227/wkhv-mg29
title: EEG signals dataset

description: EEG signals of various subjects in text files are uploaded. It can be useful for various EEG signal processing algorithms- filtering, linear prediction, abnormality detection, PCA, ICA etc.
DOI: 10.5281/zenodo.1297377
title: High-resolution glomerular responses to a large variety of odorants in the mouse olfactory bulb

description: Imaging of glomerular responses using intrinsic optical signal and synaptopHluorin. Find the software here: https://doi.org/10.5281/zenodo.3383874 The paper is here: Soelter, J., Schumacher, J., Spors, H., Schmuker, M.: Computational exploration of molecular receptive fields in the olfactory bulb reveals a glomerulus-centric chemical map. <em>Sci Rep</em> 10, 77 (2020). https://doi.org/10.1038/s41598-019-56863-4
DOI: 10.5281/zenodo.1297376
title: High-resolution glomerular responses to a large variety of odorants in the mouse olfactory bulb

description: Imaging of glomerular responses using intrinsic optical signal and synaptopHluorin. Find the software here: https://doi.org/10.5281/zenodo.3383874 The paper is here: Soelter, J., Schumacher, J., Spors, H., Schmuker, M.: Computational exploration of molecular receptive fields in the olfactory bulb reveals a glomerulus-centric chemical map. <em>Sci Rep</em> 10, 77 (2020). https://doi.org/10.1038/s41598-019-56863-4
DOI: 10.21227/h43r-t890
title: EEG signals dataset

description: EEG signals of various subjects in text files are uploaded. It can be useful for various EEG signal processing algorithms- filtering, linear prediction, abnormality detection, PCA, ICA etc.
DOI: 10.5281/zenodo.3889383
title: Automated Grading of SQL Statements

description: Automated Grading of SQL Statements<br> =================================== #### Introduction All experimental data are stored in Submission.sqlite, which is an SQLite<br> database file. It is recommended to use software such as DB browser or SQLite<br> expert to explore the database. Tables related to SQL statements submitted by students<br> ------------------------------------------------------ Tables with names beginning with 'exercise_' are all related to SQL statements,<br> and two of them are most important. One is the exercise_result table, which<br> records most of the information related to the SQL statements submitted by<br> students, and the other is the exercises_exercise table, which records most of<br> the information related to exercises. **The student submissions are stored in<br> the 'submitted_answer' field of the exercise_result data table.** Table 1 Description of exercise_result table. | Field | comment | datatype |<br> |------------------|--------------------------------------------|----------|<br> | submission_id | Submission ID | INT |<br> | submitted_answer | SQL statement submitted by student | TEXT |<br> | submitted_time | Time of submission | NUM |<br> | answer | Reference statement provided by tutors | TEXT |<br> | exercise_id | Exercise ID | INT |<br> | is_correct | Mark whether the statement is correct | INT |<br> | student_id | Student ID | INT |<br> | type | Classification of statement | TEXT |<br> | difficulty | The difficulty coefficient of the exercise | INT | Table 2 Description of exercises_exercise table. | Field | comment | datatype |<br> |-------------|---------------------------------|----------|<br> | id | Exercise ID | INT |<br> | short_title | short title of exercise | TEXT |<br> | preamble | description of exercise | TEXT |<br> | difficulty | coefficient of difficulty | integer |<br> | visible | whether the exercise is visible | boolean |<br> | priority | the priority of exercise | integer | Table 3 Description of exercises_benchmark table. | Field | comment | datatype |<br> |---------------|-------------------------|----------|<br> | Submission_id | Submission ID | INT |<br> | grade | grade provided by tutor | REAL |<br> | tutor | tutor name | TEXT | Table 4 Description of exercises_grade table. | Field | comment | datatype |<br> |------------------|---------------------------------------------|----------|<br> | submission_id | Submission ID | INT |<br> | submitted_answer | SQL statement submitted by student | TEXT |<br> | grade | provided by different approach | REAL |<br> | approach | approach name | TEXT |<br> | most_similar | most similar statement to current statement | TEXT | ------------------------------------------------------ Please refer to db_schema.pdf for the database schema used in the experiment.<br>
DOI: 10.5281/zenodo.3696842
title: Re-scaffolded genome and supertranscriptome of the strawberry poison frog (Oophaga pumilio)

description: Re-scaffolded genome and SuperTranscriptome of<em> Oophaga pumilio</em> Supplementary data to the article: "Being red, blue and green: the genetic basis of coloration differences in the strawberry poison frog (<em>Oophaga pumilio</em>)"
DOI: 10.5281/zenodo.3696841
title: Re-scaffolded genome and supertranscriptome of the strawberry poison frog (Oophaga pumilio)

description: Re-scaffolded genome and SuperTranscriptome of<em> Oophaga pumilio</em> Supplementary data to the article: "Being red, blue and green: the genetic basis of coloration differences in the strawberry poison frog (<em>Oophaga pumilio</em>)"
DOI: 10.5281/zenodo.3886722
title: DPPC+CHOL@322K,1µs

description: CHARMM36 MD simulation of 224 DPPC + 32 CHOL @322K; 1µs; 20 000 frames. This was preceded by 100ns equilibration.
DOI: 10.5281/zenodo.3886721
title: DPPC+CHOL@322K,1µs

description: CHARMM36 MD simulation of 224 DPPC + 32 CHOL @322K; 1µs; 20 000 frames. This was preceded by 100ns equilibration.
DOI: 10.5281/zenodo.3886732
title: DPPC+CHOL@325K,1µs

description: CHARMM36 MD simulation of 224 DPPC + 32 CHOL @325K; 1µs; 20 000 frames. This was preceded by 100ns equilibration.
DOI: 10.5281/zenodo.3886731
title: DPPC+CHOL@325K,1µs

description: CHARMM36 MD simulation of 224 DPPC + 32 CHOL @325K; 1µs; 20 000 frames. This was preceded by 100ns equilibration.
DOI: 10.5281/zenodo.3888575
title: Dataset for "Helicity proxies from linear polarisation of solar active regions"

description: The \(\alpha\) effect is believed to play a key role in the generation of the solar magnetic field. A fundamental test for its significance in the solar dynamo is to look for magnetic helicity of opposite signs in the two hemispheres, and at small and large scales. However, measuring magnetic helicity is compromised by the inability to fully infer the magnetic field vector from observations of solar spectra, caused by what is known as the \(\pi\) ambiguity of spectropolarimetric observations. We decompose linear polarisation into parity-even and parity-odd <em>E</em> and <em>B</em> polarisations, which are not affected by the \(\pi \) ambiguity. Furthermore, we study whether the correlations of spatial Fourier spectra of <em>B</em> and parity-even quantities such as <em>E </em>or temperature <em>T</em> are a robust proxy for magnetic helicity of solar magnetic fields. We analyse polarisation measurements of active regions observed by the Helioseismic and Magnetic Imager on board the Solar Dynamics observatory. Theory predicts the magnetic helicity of active regions to have, statistically, opposite signs in the two hemispheres. We then compute the parity-odd <em>EB</em> and <em>TB</em> correlations, and test for systematic preference of their sign based on the hemisphere of the active regions. We find that: (i) <em>EB</em> and <em>TB</em> correlations are a reliable proxy for magnetic helicity, when computed from linear polarisation measurements away from spectral line cores, and (ii) <em>E</em> polarisation reverses its sign close to the line core. Our analysis reveals Faraday rotation to not have a significant influence on the computed parity-odd correlations. The <em>EB</em> decomposition of linear polarisation appears to be a good proxy for magnetic helicity independent of the \(\pi\) ambiguity. This allows us to routinely infer magnetic helicity directly from polarisation measurements. The full article can be found at https://arxiv.org/abs/2001.10884
description: The active regions are separated by hemisphere, and their data is stored in separate subfolders identified by the NOAA numbers of the active region. Detailed instructions on the data can be found in the README.txt
DOI: 10.5281/zenodo.3888574
title: Dataset for "Helicity proxies from linear polarisation of solar active regions"

description: The \(\alpha\) effect is believed to play a key role in the generation of the solar magnetic field. A fundamental test for its significance in the solar dynamo is to look for magnetic helicity of opposite signs in the two hemispheres, and at small and large scales. However, measuring magnetic helicity is compromised by the inability to fully infer the magnetic field vector from observations of solar spectra, caused by what is known as the \(\pi\) ambiguity of spectropolarimetric observations. We decompose linear polarisation into parity-even and parity-odd <em>E</em> and <em>B</em> polarisations, which are not affected by the \(\pi \) ambiguity. Furthermore, we study whether the correlations of spatial Fourier spectra of <em>B</em> and parity-even quantities such as <em>E </em>or temperature <em>T</em> are a robust proxy for magnetic helicity of solar magnetic fields. We analyse polarisation measurements of active regions observed by the Helioseismic and Magnetic Imager on board the Solar Dynamics observatory. Theory predicts the magnetic helicity of active regions to have, statistically, opposite signs in the two hemispheres. We then compute the parity-odd <em>EB</em> and <em>TB</em> correlations, and test for systematic preference of their sign based on the hemisphere of the active regions. We find that: (i) <em>EB</em> and <em>TB</em> correlations are a reliable proxy for magnetic helicity, when computed from linear polarisation measurements away from spectral line cores, and (ii) <em>E</em> polarisation reverses its sign close to the line core. Our analysis reveals Faraday rotation to not have a significant influence on the computed parity-odd correlations. The <em>EB</em> decomposition of linear polarisation appears to be a good proxy for magnetic helicity independent of the \(\pi\) ambiguity. This allows us to routinely infer magnetic helicity directly from polarisation measurements. The full article can be found at https://arxiv.org/abs/2001.10884
description: The active regions are separated by hemisphere, and their data is stored in separate subfolders identified by the NOAA numbers of the active region. Detailed instructions on the data can be found in the README.txt
DOI: 10.25405/data.ncl.12012609
title: Persistent current formation in double-ring geometries

description: Data corresponding to the publication "Persistent current formation in double-ring geometries", <em>J. Phys. B: At. Mol. Opt. Phys.</em> <b>53</b> 115301
DOI: 10.25405/data.ncl.12012609.v2
title: Persistent current formation in double-ring geometries

description: Data corresponding to the publication "Persistent current formation in double-ring geometries", <em>J. Phys. B: At. Mol. Opt. Phys.</em> <b>53</b> 115301
DOI: 10.25405/data.ncl.12012609.v1
title: Persistent current formation in double-ring geometries

description: Data corresponding to the publication "Persistent current formation in double-ring geometries" to appear in Journal of Physics B<br>
DOI: 10.5281/zenodo.3888333
title: Simulation of Calmodulin in water with large calcium chloride concentration

description: Simulation data for Calmodulin in solution with 50mM of CaCl2 using standard Charmm36 forcefield and ECC Charmm36.
DOI: 10.5281/zenodo.3888332
title: Simulation of Calmodulin in water with large calcium chloride concentration

description: Simulation data for Calmodulin in solution with 50mM of CaCl2 using standard Charmm36 forcefield and ECC Charmm36.
DOI: 10.25405/data.ncl.12453215
title: rawData.xlsx

description: Data contributing to the manuscript for "Septoria Leaf Blotch and reduced nitrogen availability alter WRKY transcription factor expression in a codependent manner", Poll et al (2020), IJMS.
DOI: 10.25405/data.ncl.12453215.v1
title: rawData.xlsx

description: Data contributing to the manuscript for "Septoria Leaf Blotch and reduced nitrogen availability alter WRKY transcription factor expression in a codependent manner", Poll et al (2020), IJMS.
DOI: 10.25829/idiv.1857-15-3061
title: Plant-caterpillar networks analysis dataset at species and community level in BEF-China sites (Xingangshan, Jiangxi)

description: The dataset contains tree leaf traits, abundance and diversity of caterpillars, and the network metrics at species and community level between trees and caterpillars.
DOI: 10.5281/zenodo.3889634
title: NN5 Daily Dataset (with Missing Values)

description: This dataset was used in the NN5 forecasting competition. It contains 111 daily time series from the banking domain. The goal is predicting the daily cash withdrawals from ATMs in UK.<br>
description: {"references": ["Taieb, S.B., Bontempi, G., Atiya, A.F., Sorjamaa, A., 2012. A review and comparison of strategies for multi-step ahead time series forecasting based on the nn5 forecasting competition. Expert Systems withApplications 39(8), 7067 - 7083.", "Neural Forecasting Competitions, 2008. NN5 forecasting competition for artificial neural networks and computational intelligence. Accessed: 2020-05-10. URL http://www.neural-forecasting-competition.com/NN5/"]}
DOI: 10.5281/zenodo.3889612
title: Experimental data and linear model for "Asymmetric internal tide generation in the presence of a steady flow"

description: This dataset contain the experimental data, analyses, and linear model that are described in the manuscript "Asymmetric internal tide generation in the presence of a steady flow". submitted to Journal of Geophysical Research - Oceans. The folder data_density_fields_fluxes contains the experimental density fields (itXX/results/densityfields) and energy fluxes (itXX/results/fluxes) for the five experiments described in the manuscript: exp I (it17), exp II (it16), exp III (it15), exp IV (it13) and exp (V) (it 18). The Dossmannetal_wavesolution.m file is the linear model described in the manuscript for internal wave generation over a ridge.
DOI: 10.5281/zenodo.3889611
title: Experimental data and linear model for "Asymmetric internal tide generation in the presence of a steady flow"

description: This dataset contain the experimental data, analyses, and linear model that are described in the manuscript "Asymmetric internal tide generation in the presence of a steady flow". submitted to Journal of Geophysical Research - Oceans. The folder data_density_fields_fluxes contains the experimental density fields (itXX/results/densityfields) and energy fluxes (itXX/results/fluxes) for the five experiments described in the manuscript: exp I (it17), exp II (it16), exp III (it15), exp IV (it13) and exp (V) (it 18). The Dossmannetal_wavesolution.m file is the linear model described in the manuscript for internal wave generation over a ridge.
DOI: 10.5281/zenodo.3886697
title: Data for "Compact SQUID realized in a double layer graphene heterostructure"

description: This dataset contains the measurement data and its metadata of the publication "Compact SQUID realized in a double layer graphene heterostructure".
DOI: 10.5281/zenodo.3889653
title: Input and output data from numerical simulations associated to paper Biggs and Annen (2019)

description: Input and output files produced by code Heat2D_Car and used to produce the results published in Biggs and Annen (2019)
DOI: 10.5281/zenodo.3889652
title: Input and output data from numerical simulations associated to paper Biggs and Annen (2019)

description: Input and output files produced by code Heat2D_Car and used to produce the results published in Biggs and Annen (2019)
DOI: 10.5281/zenodo.3609788
title: REASSURE (H2020 731591) ECC Dataset

description: Datasets collection for ECC (C25519) side-channel traces, as part of REASSURE H2020 731591 project. The set “REASSURE_c25519_arithm_6k + PatternExtract From 5997 traces + StaticAlign.trs” contains electromagnetic traces coming from 5997 executions of Curve25519 $\mu$NaCl Montgomery Ladder scalar multiplication:<br> http://munacl.cryptojedi.org/curve25519-cortexm0.shtml<br> running on the Pi\~{n}ata target:<br> https://www.riscure.com/product/pinata-training-target/<br> which is a 32-bit STM32F4 microcontroller with an ARM-based architecture, running at the clock frequency of 168 MHz.<br> <br> The implementation employs arithmetic-based conditional swap and is additionally protected with projective coordinate re-randomization and scalar randomization.<br> Each trace from the dataset represent a single iteration of the Montgomery Ladder scalar multiplication that is cut from the whole execution trace; such trace is labeled with the corresponding cswap condition bit.<br> Observe that a full scalar can be trivially recovered from the cswap condition bits used in the 255 Montgomery Ladder iterations.<br> Furthermore, all these cut traces (5997*255=1529235) are aligned to exploit the leakage efficiently.<br> Details about the implementation and how the traces are aligned are in:<br> https://eprint.iacr.org/2016/923.pdf<br> <br> The set “REASSURE_c25519_arithm_6k + PatternExtract From 100 traces + StaticAlign.trs” contains a part of the 5997 set, but limited to the first 100 full traces.<br> <br> The set “REASSURE_c25519_arithm_6k_100 full traces.trs” contains the full 100 traces (before division).<br> <br> Each traces is in the TRS format that is described under the following links:<br> https://github.com/Riscure/python-trsfile<br> https://github.com/Riscure/java-trsfile<br> https://github.com/Riscure/Jlsca<br> <br> Moreover, note that each trs file include a short description inside the file itself.
description: Contact: chmielewski@riscure.com
DOI: 10.5281/zenodo.3888898
title: Molecular Docking and Virtual Screening of 716 Candidate Natural Bioactive Compounds Against Spike Receptor-Binding Domain of Coronavirus reveals Octahydroeuclein as possible inhibitor

description: the data of study shows a possible drug candidate for COVID-19
DOI: 10.5281/zenodo.3888897
title: Molecular Docking and Virtual Screening of 716 Candidate Natural Bioactive Compounds Against Spike Receptor-Binding Domain of Coronavirus reveals Octahydroeuclein as possible inhibitor

description: the data of study shows a possible drug candidate for COVID-19
DOI: 10.15161/oar.it/30420
title: CovidStat project data

description: This record contains the daily updated data of the CovidStat project. CovidStat is a project carried out by the CovidStat Working Group at INFN, whose creation was promoted within the Italian National Institute of Nuclear Physics with the aim of making a statistical analysis of the data provided daily by the Civil Protection on the spread of the pandemic in Italy. CovidStat data can interactively be browsed at https://covid19.infn.it.
description: The software to process this Root TTree is in the related identifier. Be sure to use the right corresponding version, based on the data in which Root TTree was generated.
DOI: 10.5281/zenodo.3889740
title: NN5 Daily Dataset (without Missing Values)

description: This dataset was used in the NN5 forecasting competition. It contains 111 time series from the banking domain. The goal is predicting the daily cash withdrawals from ATMs in UK. <br> The original dataset contains missing values. A missing value on a particular day is replaced by the median across all the same days of the week along the whole series.
description: {"references": ["Taieb, S.B., Bontempi, G., Atiya, A.F., Sorjamaa, A., 2012. A review and comparison of strategies for multi-step ahead time series forecasting based on the nn5 forecasting competition. Expert Systems with Applications 39(8), 7067 - 7083.", "Neural Forecasting Competitions, 2008. NN5 forecasting competition for artificial neural networks and computational intelligence. Accessed: 2020-05-10. URL http://www.neural-forecasting-competition.com/NN5/"]}
DOI: 10.21227/gshe-ya43
title: mmWave Radar face signatures

description: This database includes data measured by Qualcomm's 60GHz mmWave Radar.It includes:Face signature data base: radar face scan data of 206 individuals for face recognition.
DOI: 10.21227/1y9v-7727
title: mmWave Radar face signatures

description: This database includes data measured by Qualcomm's 60GHz mmWave Radar.It includes:Face signature data base: radar face scan data of 206 individuals for face recognition.
DOI: 10.21227/00qv-w195
title: mmWave Radar face signatures

description: This database includes data measured by Qualcomm's 60GHz mmWave Radar.It includes:Face signature data base: radar face scan data of 206 individuals for face recognition.