cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8347722
title: RAYUELA - Open Data - Data collected through a serious game created to identify patterns and profiles of young potential victims/perpetrators of cybercrimes.

description: The data of this dataset have been collected in the pilots carried out by the RAYUELA project in different countries of the European Union. The participants are minors and the game sessions have been carried out in schools and summer camps in a supervised way.
DOI: 10.25345/c5h708b49
title: MassIVE MSV000093975 - Metaproteomic study about diet-induced effects on the gut microbiota of patients affected by Crohn's disease
title: Metaproteomic study on fecal samples collected from Crohn's Disease (CD) patients and some Household Healthy Controls (HHC) during an eight week Lof Fat/High fiber diet intervention. Stoo sampling was performed at baseline (V1), week 8 (V2) and week 36 (V3). Protein Identification and quantitation was performed by MetaLab 2.3 (MaxQuant).
DOI: 10.5281/zenodo.10604709
title: Complete sequencing of the mouse pseudoautosomal region (C57BL/6J strain)

description: The sequences have been deposited to DDBJ/EMBL/GenBank under accession numbers BR001762 and BR001763, but they are not currently available because they are Third Party Annotation sequences (https://www.ncbi.nlm.nih.gov/genbank/tpa/).
DOI: 10.5281/zenodo.10604710
title: Complete sequencing of the mouse pseudoautosomal region (C57BL/6J strain)

description: The sequences have been deposited to DDBJ/EMBL/GenBank under accession numbers BR001762 and BR001763, but they are not currently available because they are Third Party Annotation sequences (https://www.ncbi.nlm.nih.gov/genbank/tpa/).
DOI: 10.6084/m9.figshare.24572683.v1
title: ReptTraits: a comprehensive database of ecological traits in reptiles

description: Trait databases have become important resources for large-scale comparative studies in ecology. Such an understanding has important implications for basic eco-evolutionary theory and conservation efforts worldwide. Reptiles are emerging as a key group for studying these questions, with new data accumulation accelerating. We collected data, from earlier databases and the primary literature, to create the most up-to-date database on reptilian traits with 40 traits from 12060 species of reptile (Amphisbaenia, Crocodylia, Rhynchocephalia, Sauria, Serpentes and Testudines). Data were collected from 1288 data sources published between 1820–2023. The data encompass various morphological, physiological, behavioural, and performance traits along with availability of genetic data, IUCN red list assessments, and population trends. Our goal was to provide this resource without restrictions, to keep the database current, and to grow the number of relevant traits in the future. Furthermore, as published data for some of the less well-known species are scarce, we hope this study can initiate a community effort to fill in data gaps.
DOI: 10.25430/researchdata.cab.unipd.it.00001179
title: Questset

description: The rapid development of Virtual Reality (VR) technology has led the industry and research community to look at its major challenges with increased interest. The main challenge in ensuring a high Quality of Experience (QoE) for users is represented by cybersickness, a phenomenon similar to motion sickness experienced by many VR users, while at the same time, the high data rates required by VR require the definition of traffic models for network optimization. These two problems are intertwined, but have never been studied jointly before: in this paper, we present Questset, the first dataset designed for this purpose. Questset contains over 40 hours of VR traces from 70 users playing commercially available video games, and includes both traffic data for network optimization and movement and user experience data for cybersickness and QoE analysis.
DOI: 10.25405/data.ncl.25109123
title: Data and code for "<b>Perceptual learning of fine contrast discrimination under non-roving, roving-without-flanker and roving-with-flanker conditions and its relation to neuronal activity</b><b> in macaque V1</b>"

description: Perceptual learning V1 data set and code.
<br>
Data were collected in relation to a contrast perceptual learning task. Original raw data were recorded as 'Neuralynx' and 'Cortex' files.
Behavioural and neuron (spiking) data were extracted from these, and stored in *.mat files using custom made MATLAB routines.
<br>
The data files (*.mat) should be analysed with the associated MATLAB files (*.m), which will read them and replot the figures in the paper.
DOI: 10.25405/data.ncl.25109123.v1
title: Data and code for "<b>Perceptual learning of fine contrast discrimination under non-roving, roving-without-flanker and roving-with-flanker conditions and its relation to neuronal activity</b><b> in macaque V1</b>"

description: Perceptual learning V1 data set and code.
<br>
Data were collected in relation to a contrast perceptual learning task. Original raw data were recorded as 'Neuralynx' and 'Cortex' files.
Behavioural and neuron (spiking) data were extracted from these, and stored in *.mat files using custom made MATLAB routines.
<br>
The data files (*.mat) should be analysed with the associated MATLAB files (*.m), which will read them and replot the figures in the paper.
DOI: 10.6084/m9.figshare.25124129.v3
title: Source Data of NCOMMS-NCOMMS-23-29744B

description: Source Data of NCOMMS-NCOMMS-23-29744B
DOI: 10.4121/74aa2b84-8390-4ee1-bfd3-40b71cb57cbb
title: Data underlying the research of auxetic cementitious composites

description: The data includes the results of the mechanical properties of the ACCs in the published article. The data was obtained from experiments and numerical simulations, then calculated using measured and simulated specimen dimensions mentioned in the published paper. The data can be directly used for plotting the figures in the published paper, and the work sheet number in the "Data.xlsx" file indicates the figure number in the published paper.
DOI: 10.4121/74aa2b84-8390-4ee1-bfd3-40b71cb57cbb.v1
title: Data underlying the research of auxetic cementitious composites

description: The data includes the results of the mechanical properties of the ACCs in the published article. The data was obtained from experiments and numerical simulations, then calculated using measured and simulated specimen dimensions mentioned in the published paper. The data can be directly used for plotting the figures in the published paper, and the work sheet number in the "Data.xlsx" file indicates the figure number in the published paper.
DOI: 10.6084/m9.figshare.25125681
title: Genome-Based <i>in silico</i> Evaluation of the Biosafety and Probiotic Traits of <i>Limosilactobacillus fermentum</i> J23 Isolated from Artisanal Mexican Cheese

description: Comprehensive <i>in silico</i> analysis aimed to identify the genes involved in the biosafety and probiotic features of <i>Limosilactobacillus fermentum</i> J23 was performed. The strain had a single circular chromosome of 2,004,882 base pairs (bp), with a Guanine + Cytosine (G + C) content of 51.74%. The chromosome contained 2,001 genes predicted as protein-coding sequences (CDS), 86 pseudogenes, 56 tRNAs, five rRNAs, and three ncRNAs. The <i>in silico</i> analysis demonstrated the absence of risk-related genes corresponding to transferable/acquirable antibiotic resistance, virulence factors, toxic metabolites, and detrimental metabolic/enzymatic activities. The strain was predicted as nonpathogenic to humans and the presence of a variety of genes potentially related to its probiotic profile were revealed, including those of carbohydrate metabolism and transport, adhesion and aggregation ability, stress/adaptive response, CRISPR/Cas adaptive immunity, and immunomodulation. These findings highlight the probiotic potential of <i>L. fermentum</i> J23 and provide genomic clues of its biosafety to advance its future applications.
DOI: 10.6084/m9.figshare.25125681.v1
title: Genome-Based <i>in silico</i> Evaluation of the Biosafety and Probiotic Traits of <i>Limosilactobacillus fermentum</i> J23 Isolated from Artisanal Mexican Cheese

description: Comprehensive <i>in silico</i> analysis aimed to identify the genes involved in the biosafety and probiotic features of <i>Limosilactobacillus fermentum</i> J23 was performed. The strain had a single circular chromosome of 2,004,882 base pairs (bp), with a Guanine + Cytosine (G + C) content of 51.74%. The chromosome contained 2,001 genes predicted as protein-coding sequences (CDS), 86 pseudogenes, 56 tRNAs, five rRNAs, and three ncRNAs. The <i>in silico</i> analysis demonstrated the absence of risk-related genes corresponding to transferable/acquirable antibiotic resistance, virulence factors, toxic metabolites, and detrimental metabolic/enzymatic activities. The strain was predicted as nonpathogenic to humans and the presence of a variety of genes potentially related to its probiotic profile were revealed, including those of carbohydrate metabolism and transport, adhesion and aggregation ability, stress/adaptive response, CRISPR/Cas adaptive immunity, and immunomodulation. These findings highlight the probiotic potential of <i>L. fermentum</i> J23 and provide genomic clues of its biosafety to advance its future applications.
DOI: 10.18746/bmth.data.00000347
title: Chemical Analysis Data Supporting The Origins and Development of the Verwood-Type Pottery Industry
DOI: 10.25829/idiv.3549-rsto54
title: R code and datasets for: "Using Near-Infrared Spectroscopy to predict nitrogen and phosphorus concentrations of herbarium specimens under different storage conditions"
DOI: 10.5281/zenodo.10546408
title: Stargate: Multimodal Sensor Fusion for Autonomous Navigation on Miniaturized UAVs

description: Autonomously navigating robots need to perceive and interpret their surroundings. Currently, cameras are among the most used sensors due to their high resolution and frame rates at relatively low energy consumption and cost. In recent years, cutting-edge sensors, such as miniaturized depth cameras, have demonstrated strong potential, specifically for nano-size UAVs, where low power consumption, lightweight hardware, and low computational demand are essential. However, cameras are limited to working under good lighting conditions, while depth cameras have a limited range. To maximize robustness, we propose to fuse a millimeter form factor 64 pixel depth sensor and a low-resolution grayscale camera. In this work, a nano-UAV learns to detect and fly through a gate with a lightweight autonomous navigation system based on two tinyML convolutional neural network models trained in simulation, running entirely onboard in 7.6 ms and with an accuracy above 91%. Field tests are based on the Crazyflie 2.1, featuring a total mass of 39 g. We demonstrate the robustness and potential of our navigation policy in multiple application scenarios, with a failure probability down to 1.2 * 10^-3 crash/meter, experiencing only two crashes on a cumulative flight distance of 1.7 km.

This dataset specifically refers to the code and the scientific publication released in https://github.com/ETH-PBL/Stargate

For each experiment in validation and train datasets, a setup_img.png file describes the navigation setup in the simulator. Concurrently, the following global and local data are recorded:



angular_velocities

camera_images

label_forward_velocity_desired

label_yaw_rate_desired

linear_accelerations

linear_velocities

roll_pitch_yaw

tof_distance_array

tof_validity_array


In each subfolder, a single sample of each input is stored in a standalone .npy (numpy) format
DOI: 10.5281/zenodo.10546407
title: Stargate: Multimodal Sensor Fusion for Autonomous Navigation on Miniaturized UAVs

description: Autonomously navigating robots need to perceive and interpret their surroundings. Currently, cameras are among the most used sensors due to their high resolution and frame rates at relatively low energy consumption and cost. In recent years, cutting-edge sensors, such as miniaturized depth cameras, have demonstrated strong potential, specifically for nano-size UAVs, where low power consumption, lightweight hardware, and low computational demand are essential. However, cameras are limited to working under good lighting conditions, while depth cameras have a limited range. To maximize robustness, we propose to fuse a millimeter form factor 64 pixel depth sensor and a low-resolution grayscale camera. In this work, a nano-UAV learns to detect and fly through a gate with a lightweight autonomous navigation system based on two tinyML convolutional neural network models trained in simulation, running entirely onboard in 7.6 ms and with an accuracy above 91%. Field tests are based on the Crazyflie 2.1, featuring a total mass of 39 g. We demonstrate the robustness and potential of our navigation policy in multiple application scenarios, with a failure probability down to 1.2 * 10^-3 crash/meter, experiencing only two crashes on a cumulative flight distance of 1.7 km.

This dataset specifically refers to the code and the scientific publication released in https://github.com/ETH-PBL/Stargate

For each experiment in validation and train datasets, a setup_img.png file describes the navigation setup in the simulator. Concurrently, the following global and local data are recorded:



angular_velocities

camera_images

label_forward_velocity_desired

label_yaw_rate_desired

linear_accelerations

linear_velocities

roll_pitch_yaw

tof_distance_array

tof_validity_array


In each subfolder, a single sample of each input is stored in a standalone .npy (numpy) format
DOI: 10.18746/bmth.data.00000334
title: Geophysical Data for The Origins and Development of the Verwood-type Pottery Industry
DOI: 10.21227/3132-v351
title: FallsDatasetUNIVPM

description: A specially designed waist-worn device with accelerometer, gyroscope, and pressure sensor was utilized to collect information about 18 ADLs and 16 fall types. The falls protocol has been performed in our lab to replicate realistic situations that typically affect workers and older people. In contrast to other datasets that are accessible to the public, we included a new task in the falls, syncope, since it has a high mortality rate among the elderly and is linked to falls. As such, we must take it into account and include it in our fall detection system. It was performed by leaning against a wall, sliding along it ending sit down.
DOI: 10.6084/m9.figshare.23684871
title: Untitled Item

description:  
<strong>plas20k_dataset.csv</strong>
DOI: 10.6084/m9.figshare.23689800.v1
title: Untitled Item

description:  
<strong>plas20k_dataset.csv</strong>
DOI: 10.6084/m9.figshare.23689818
title: Untitled Item

description:  <strong>plas20k_dataset.csv</strong>
DOI: 10.6084/m9.figshare.23689818.v1
title: Untitled Item

description:  <strong>plas20k_dataset.csv</strong>
DOI: 10.6084/m9.figshare.23684871.v1
title: Untitled Item

description:  
<strong>plas20k_dataset.csv</strong>
DOI: 10.6084/m9.figshare.23689800
title: Untitled Item

description:  
<strong>plas20k_dataset.csv</strong>
DOI: 10.34740/kaggle/dsv/7529901
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.25919/hq1n-tw66
title: Parkes pulsar observations with undefined project IDs for 2023OCTS_17

description: Parkes pulsar observations with undefined project IDs for 2023OCTS. This collection contains observations from project ID PX114.
DOI: 10.6084/m9.figshare.23269453
title: Video Laryngoscopy versus Direct Laryngoscopy for Orotracheal Intubation in the Out-of-Hospital Environment: A Systematic Review and Meta-Analysis

description: To determine the effect of video and direct laryngoscopy on first-pass success rates for out-of-hospital orotracheal intubation. MEDLINE, Embase, and Cochrane databases were searched from inception to January 2023. Out-of-hospital studies comparing video and direct laryngoscopy on either first-pass or overall intubation success were included. A random effects meta-analysis was performed with a primary outcome of first-pass success stratified by clinician type and laryngoscope blade geometry. The secondary outcomes were overall intubation success stratified by clinician type, and intubation time. All hypotheses and subgroup analyses were determined <i>a priori</i>. Twenty-five studies involving 35,489 intubations met inclusion criteria. Substantial heterogeneity (&gt;75%) precluded reporting point estimates for nearly all analyses. For our primary outcome, video laryngoscopy was associated with improved first-pass success in 3/5 physician studies, 4/6 critical care paramedic/registered nurse studies, and 7/10 paramedic studies. Video laryngoscope devices with Macintosh blade geometry were associated with improved first-pass success in 7/10 studies, while devices with hyperangulated geometry were associated with improved first-pass success in 3/7 studies. Overall intubation success was greater with video laryngoscopy in 2/6 studies in the physician subgroup and 9/10 studies in the paramedic subgroup. Video laryngoscopy was not associated with overall intubation success among critical care paramedics/nurses (OR = 1.89, 0.96 to 3.72, I<sup>2</sup> = 34%). Lastly, 4/5 studies found video laryngoscopy to be associated with longer intubation times. We found substantial heterogeneity among out-of-hospital studies comparing video laryngoscopy to direct laryngoscopy on first-pass success, overall success, or intubation time. This heterogeneity was not explained with stratification by study design, clinician type, video laryngoscope blade geometry, or leave-one-out meta-analysis. A majority of studies showed that video laryngoscopy was associated with improved first pass success in all subgroups, but only for paramedics and not physicians when looking at overall success. This improvement was more common in studies that used Macintosh blades than those that used hyperangulated blades. Future research should explore the heterogeneity identified in our analysis with an emphasis on differences in training, clinical milieu, and specific video laryngoscope devices.
DOI: 10.6084/m9.figshare.23269453.v3
title: Video Laryngoscopy versus Direct Laryngoscopy for Orotracheal Intubation in the Out-of-Hospital Environment: A Systematic Review and Meta-Analysis

description: To determine the effect of video and direct laryngoscopy on first-pass success rates for out-of-hospital orotracheal intubation. MEDLINE, Embase, and Cochrane databases were searched from inception to January 2023. Out-of-hospital studies comparing video and direct laryngoscopy on either first-pass or overall intubation success were included. A random effects meta-analysis was performed with a primary outcome of first-pass success stratified by clinician type and laryngoscope blade geometry. The secondary outcomes were overall intubation success stratified by clinician type, and intubation time. All hypotheses and subgroup analyses were determined <i>a priori</i>. Twenty-five studies involving 35,489 intubations met inclusion criteria. Substantial heterogeneity (&gt;75%) precluded reporting point estimates for nearly all analyses. For our primary outcome, video laryngoscopy was associated with improved first-pass success in 3/5 physician studies, 4/6 critical care paramedic/registered nurse studies, and 7/10 paramedic studies. Video laryngoscope devices with Macintosh blade geometry were associated with improved first-pass success in 7/10 studies, while devices with hyperangulated geometry were associated with improved first-pass success in 3/7 studies. Overall intubation success was greater with video laryngoscopy in 2/6 studies in the physician subgroup and 9/10 studies in the paramedic subgroup. Video laryngoscopy was not associated with overall intubation success among critical care paramedics/nurses (OR = 1.89, 0.96 to 3.72, I<sup>2</sup> = 34%). Lastly, 4/5 studies found video laryngoscopy to be associated with longer intubation times. We found substantial heterogeneity among out-of-hospital studies comparing video laryngoscopy to direct laryngoscopy on first-pass success, overall success, or intubation time. This heterogeneity was not explained with stratification by study design, clinician type, video laryngoscope blade geometry, or leave-one-out meta-analysis. A majority of studies showed that video laryngoscopy was associated with improved first pass success in all subgroups, but only for paramedics and not physicians when looking at overall success. This improvement was more common in studies that used Macintosh blades than those that used hyperangulated blades. Future research should explore the heterogeneity identified in our analysis with an emphasis on differences in training, clinical milieu, and specific video laryngoscope devices.
DOI: 10.6084/m9.figshare.24216136
title: Prehospital Workforce Changes: 10-Year Evaluation of National Registry Certifications

description: Prehospital Workforce Changes: 10-Year Evaluation of National Registry Certifications
DOI: 10.6084/m9.figshare.24216136.v1
title: Prehospital Workforce Changes: 10-Year Evaluation of National Registry Certifications

description: Prehospital Workforce Changes: 10-Year Evaluation of National Registry Certifications
DOI: 10.6084/m9.figshare.23269453.v2
title: Video laryngoscopy versus direct laryngoscopy for orotracheal intubation in the out-of-hospital environment: a systematic review and meta-analysis

description: <b>Objective:</b> To determine the effect of video and direct laryngoscopy on first-pass success rates for out-of-hospital orotracheal intubation. <b>Methods:</b> MEDLINE, Embase, and Cochrane databases were searched from inception to January 2023. Out-of-hospital studies comparing video and direct laryngoscopy on either first-pass or overall intubation success were included. A random effects meta-analysis was performed with a primary outcome of first-pass success stratified by clinician type and laryngoscope blade geometry. The secondary outcomes were overall intubation success stratified by clinician type, and intubation time. All hypotheses and subgroup analyses were determined <i>a priori</i>. <b>Results:</b> Twenty-five studies involving 35,489 intubations met inclusion criteria. Substantial heterogeneity (&gt;75%) precluded reporting point estimates for nearly all analyses. For our primary outcome, video laryngoscopy was associated with improved first-pass success in 3/5 physician studies, 4/6 critical care paramedic/registered nurse studies, and 7/10 paramedic studies. Video laryngoscope devices with Macintosh blade geometry were associated with improved first-pass success in 7/10 studies, while devices with hyperangulated geometry were associated with improved first-pass success in 3/7 studies. Overall intubation success was greater with video laryngoscopy in 2/6 studies in the physician subgroup and 9/10 studies in the paramedic subgroup. Video laryngoscopy was not associated with overall intubation success among critical care paramedics/nurses (OR = 1.89, 0.96 to 3.72, I<sup>2</sup> = 34%). Lastly, 4/5 studies found video laryngoscopy to be associated with longer intubation times. <b>Conclusions:</b> We found substantial heterogeneity among out-of-hospital studies comparing video laryngoscopy to direct laryngoscopy on first-pass success, overall success, or intubation time. This heterogeneity was not explained with stratification by study design, clinician type, video laryngoscope blade geometry, or leave-one-out meta-analysis. A majority of studies showed that video laryngoscopy was associated with improved first pass success in all subgroups, but only for paramedics and not physicians when looking at overall success. This improvement was more common in studies that used Macintosh blades than those that used hyperangulated blades. Future research should explore the heterogeneity identified in our analysis with an emphasis on differences in training, clinical milieu, and specific video laryngoscope devices.