cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7276312
title: Patient falls in seclusion in psychiatric inpatient care

description: Data set includes simplified transcriptions of exploration groups with psychiatric nurses. File 1 consists of discussion regarding the identification of risk factors. File 2. consists of discussions and feedback to the generated fault tree.
DOI: 10.5281/zenodo.7276311
title: Patient falls in seclusion in psychiatric inpatient care

description: Data set includes simplified transcriptions of exploration groups with psychiatric nurses. File 1 consists of discussion regarding the identification of risk factors. File 2. consists of discussions and feedback to the generated fault tree.
DOI: 10.17632/ryhtps673s.1
title: Severity Markers in Women with Ovarian Hyperstimulation Syndrome

description: Objective: To assess the usefulness of severity markers in women with OHSS and of various anthropometric indicators in determining the severity of ovarian hyperstimulation syndrome (OHSS) and indications for paracentesis. 
Study design: An observational study was designed including 76 women with varying degrees of severity of OHSS. Clinical history, physical examination, laboratory tests, and ultrasound measurement of the ovarian volume (OV) and ascites index (AsI) were carried out in all patients. Intra-abdominal pressure (IAP) was measured using an intravesical Foley Manometer catheter. The anteroposterior diameter of the abdomen (APD) and transverse diameter of the abdomen (TS) were measured with a pelvimeter. The APD/TS ratio was calculated.
Results: 
Ascites index and ovarian volume increased progressively being highest in the most severe stage of OHSS. The median IAP in mild OHSS was found to be lower than that in the moderate and severe OHSS (4.0 mm, 12 mm, and 16.0 mm, respectively). Critical cases of OHSS presented the highest IAP (25.0 mm). IAP did not reach the level of intra-abdominal hypertension in mild OHSS, whereas moderate and severe OHSS was associated with intra-abdominal hypertension grade I and grade II–III respectively. Values of IAP in critical OHSS were found similar to those observed in abdominal compartment syndrome patients. The IAP showed a strong positive correlation with ovarian volume and ascites index. The reduction of IAP after paracentesis was greater among critical OHSS patients.
The APD/TS ratio increased progressively and tended to be the highest in the most symptomatic stage of OHSS (Kruskal-Wallis test, p<0.001). The median APD/TS was significantly lower in patients with moderate OHSS (0.55 [IQR, 0.44 – 0.64]) compared with severe OHSS (0.87 [IQR, 0.80 – 0.93]; p<0.001) or critical OHSS (1.04 [IQR, 1.04 – 1.13]; p<0.001). Similarly, the median APD/TS of the moderate OHSS group (0.65 [IQR, 0.61 – 0.70]) was significantly lower than that of the severe (p<0.001) and critical OHSS group (p=0.001). There was a strong positive correlation between APD/TS and IAP (Spearman’s r = 0.886, p<0.01). The APD/TS ratio showed a significant positive correlation with AsI (Spearman’s r = 0.695, p<0.01) and OV (Spearman’s r = 0.622, p<0.01). No significant differences were observed in age, height, weight, body mass index, hip circumference or waist circumference between moderate, severe and critical OHSS groups.
DOI: 10.6084/m9.figshare.21485946
title: SPIRIT-Checklist

description: SPIRIT guidelines
DOI: 10.15129/d59ee877-fa63-489a-9eb7-11c606155439
title: Rotating Disk Electrode (RDE) Experiments Logs

description: Experiments logs summarising every experiment conducted by date and stating all the experimental conditions applied.
DOI: 10.6084/m9.figshare.21485871
title: LUCC

description: <strong>Land use</strong>
DOI: 10.6084/m9.figshare.21485871.v1
title: Untitled Item

description: <strong>Water consumption per 10000 yuan of GDP</strong>
DOI: 10.15129/1a692a43-67e5-46aa-bfde-8b025b992c6e
title: Rotating Disk Electrode (RDE) and UoS Scaled-Up Disk Nickel Deposits Thickness Measurements

description: Electronic microscope images indicating the thickness of various rotating disk electrode nickel deposits sectioned across their diameter. Electronic microscope images indicating the thickness of various scaled-up disk nickel deposits sectioned in three strips. Refer to the "Deposits Gallery.pptx" file for details regarding the process parameters under which each deposit was developed.
DOI: 10.5281/zenodo.7276186
title: ANNEXES: EU-PolarNet 2 Deliverable D6.4, Minutes of a workshop with coordinators of European Polar observing systems

description: The EU-PolarNet 2 Workshop, arranged on 7<sup>th</sup> June 2022, aimed to collate, in a co-design process, actionable policy-level recommendations to accelerate the development of Integrated Polar Observing System (IPOS). Deliverable (D6.4 Minutes of a Workshop with Coordinators of European Polar Observing System) presents the minutes of the meeting, including a detailed analysis of the workshop outcomes and the resulting recommendations. The recommendations will feed into a white paper to accelerate the development of a sustained and fully integrated Polar observing system (D6.7), published in 2024. This resource contains Annexes to the deliverable, which are for project internal purpose only.
DOI: 10.5281/zenodo.7276187
title: ANNEXES: EU-PolarNet 2 Deliverable D6.4, Minutes of a workshop with coordinators of European Polar observing systems

description: The EU-PolarNet 2 Workshop, arranged on 7<sup>th</sup> June 2022, aimed to collate, in a co-design process, actionable policy-level recommendations to accelerate the development of Integrated Polar Observing System (IPOS). Deliverable (D6.4 Minutes of a Workshop with Coordinators of European Polar Observing System) presents the minutes of the meeting, including a detailed analysis of the workshop outcomes and the resulting recommendations. The recommendations will feed into a white paper to accelerate the development of a sustained and fully integrated Polar observing system (D6.7), published in 2024. This resource contains Annexes to the deliverable, which are for project internal purpose only.
DOI: 10.15129/e20a984d-8715-468f-83a4-7a09e1383f93
title: Mechanical Vane Thickness Measurements

description: Electronic microscope images indicating the thickness of various mechanical vane nickel and nickel-cobalt deposits sectioned in three strips. Refer to the "Vane Deposits Gallery.pptx" file for details regarding the process parameters under which each deposit was developed. Access to data restrcited due to Commercial constraints.
DOI: 10.6084/m9.figshare.21486165
title: Untitled Item

description: NPP2020
DOI: 10.6084/m9.figshare.21486165.v1
title: Untitled Item

description: NPP2020
DOI: 10.5281/zenodo.7276304
title: Dataset for "Invariance of Object Detection in Untrained Deep Neural Networks"

description: <strong>Dataset for<br> "Invariance of Object Detection in Untrained Deep Neural Networks"</strong><br> Jeonghwan Cheon, Seungdae Baek, and Se-Bum Paik*<br> *Contact: sbpaik@kaist.ac.kr<br> <br> To run demo codes for "Invariance of Object Detection in Untrained Deep Neural Networks", please download files below.<br> <br> <strong>1. Image.zip</strong><br> <strong>- Object dataset (Foldername: selectivity_var)</strong>: This set was used to find units that selectively respond to a specific object class. It contains nine object classes (bed, chair, desk, dresser, nightstand, monitor, sofa, table, toilet) and 200 images are prepared to an object class. Each image has different object identities, which means it rendered from different object 3D models (Princeton ModelNet, a 3D CAD model dataset for computer vision and cognitive science [https://modelnet.cs.princeton.edu/]). To render image of object dataset, horizontal viewpoint variation angle was randomly set between -30° and +30°. In object dataset, brightness and contrast of images are statistically comparable across the object class.<br> <strong>- Viewpoint dataset for invariance test (Folder name: invariance_test)</strong>: This set was used to test the viewpoint invariant characteristic of object selective units. This dataset consists of 13 subsets which has different viewpoints from -180° to +180° in linear scale step. It contains 200 different object identities in an object class, which are the same as those used in the object dataset.<br> <strong>- Viewpoint dataset for finding invariant unit (Folder name: invariance_unit)</strong>: This set was used to find object selective units that specifically or invariantly responded to object images of different viewpoints. This dataset consists of five angle-based viewpoint classes (-60°, -30°, 0°, 30°, 60°) with 50 object identities which were not used to find object selective unit<br> <strong>- SVM dataset (Folder name: SVM_var)</strong>: This set was used to train and test SVM which performs object detection task. It contains 60 different object identities in an object class, which were not used to find object selective unit. Specifically, it consists of 18 subsets which has different viewpoint variation range from 0° to 180°. For example, subset with 180° viewpoint variation range contains images which shows different viewpoints of objects within range of -90° and +90°.
DOI: 10.5281/zenodo.7276303
title: Dataset for "Invariance of Object Detection in Untrained Deep Neural Networks"

description: <strong>Dataset for<br> "Invariance of Object Detection in Untrained Deep Neural Networks"</strong><br> Jeonghwan Cheon, Seungdae Baek, and Se-Bum Paik*<br> *Contact: sbpaik@kaist.ac.kr<br> <br> To run demo codes for "Invariance of Object Detection in Untrained Deep Neural Networks", please download files below.<br> <br> <strong>1. Image.zip</strong><br> <strong>- Object dataset (Foldername: selectivity_var)</strong>: This set was used to find units that selectively respond to a specific object class. It contains nine object classes (bed, chair, desk, dresser, nightstand, monitor, sofa, table, toilet) and 200 images are prepared to an object class. Each image has different object identities, which means it rendered from different object 3D models (Princeton ModelNet, a 3D CAD model dataset for computer vision and cognitive science [https://modelnet.cs.princeton.edu/]). To render image of object dataset, horizontal viewpoint variation angle was randomly set between -30° and +30°. In object dataset, brightness and contrast of images are statistically comparable across the object class.<br> <strong>- Viewpoint dataset for invariance test (Folder name: invariance_test)</strong>: This set was used to test the viewpoint invariant characteristic of object selective units. This dataset consists of 13 subsets which has different viewpoints from -180° to +180° in linear scale step. It contains 200 different object identities in an object class, which are the same as those used in the object dataset.<br> <strong>- Viewpoint dataset for finding invariant unit (Folder name: invariance_unit)</strong>: This set was used to find object selective units that specifically or invariantly responded to object images of different viewpoints. This dataset consists of five angle-based viewpoint classes (-60°, -30°, 0°, 30°, 60°) with 50 object identities which were not used to find object selective unit<br> <strong>- SVM dataset (Folder name: SVM_var)</strong>: This set was used to train and test SVM which performs object detection task. It contains 60 different object identities in an object class, which were not used to find object selective unit. Specifically, it consists of 18 subsets which has different viewpoint variation range from 0° to 180°. For example, subset with 180° viewpoint variation range contains images which shows different viewpoints of objects within range of -90° and +90°.
DOI: 10.21227/s29n-y527
title: Training Data & Original Data for Autonomous Excavation

description: The data in this file include not only original data which is not preprocessed, but also training data to train our deep learning : bucket tip trajectory planning AI.These csv files includes pressure, position, and angle of bucket tip, and current time, which were measured in real time excavation. Also, the point cloud is captured before each excavation.
DOI: 10.15129/81b3dc99-2b00-4cc4-aa09-650e99f75e91
title: Mechanical Vane Deposition Experiments

description: Photographs of various mechanical vane nickel and nickel-cobalt deposits developed in an 18 L prototype electroforming tank. Refer to the "Vane Deposits Gallery.pptx" file for details regarding the process parameters under which each deposit was developed. Access to data restrcited due to Commercial constraints.
DOI: 10.15129/0c93b8f2-1649-4b92-a412-c73d39c1d59c
title: Scaled-Up Disk Deposition Experiments

description: Photographs of various scaled-up disk nickel deposits developed in an 18 L prototype electroforming tank. Refer to the "Disk Deposits Gallery.pptx" file for details regarding the process parameters under which each deposit was developed.
DOI: 10.5281/zenodo.7276399
title: Raw data files for the manuscript entitled "Understanding your support system: the design of a stable MOF/polyazoamine support for biomass conversion"

description: Raw data files for the manuscript entitled "Understanding your support system: the design of a stable MOF/polyazoamine support for biomass conversion" published in Chemistry of Materials. https://doi.org/10.1021/acs.chemmater.2c01731 The files are organized by manuscript figure names and are in a simple text format. The headers contain the necessary information such as column designations.
DOI: 10.5281/zenodo.7276398
title: Raw data files for the manuscript entitled "Understanding your support system: the design of a stable MOF/polyazoamine support for biomass conversion"

description: Raw data files for the manuscript entitled "Understanding your support system: the design of a stable MOF/polyazoamine support for biomass conversion" published in Chemistry of Materials. https://doi.org/10.1021/acs.chemmater.2c01731 The files are organized by manuscript figure names and are in a simple text format. The headers contain the necessary information such as column designations.
DOI: 10.15129/808461ab-69ed-4f00-a2e5-26971186598c
title: Prototype Electroforming Tank Maintenance 1

description: Images documenting the first maintenance of the 18 L prototype electroforming tank in the John Street laboratory after three months of use.
DOI: 10.15129/d150711b-4eee-465f-bd95-39c202789d57
title: Prototype Electroforming Tank Maintenance 2

description: Images documenting the second maintenance of the 18 L prototype electroforming tank in the John Street laboratory after a year of use.
DOI: 10.5281/zenodo.7263583
title: Table S3. Complete outcome of ECG GWAS prioritization analysis

description: Complete outcome of ECG GWAS prioritization analysis
DOI: 10.5281/zenodo.7263582
title: Table S3. Complete outcome of ECG GWAS prioritization analysis

description: Complete outcome of ECG GWAS prioritization analysis
DOI: 10.5281/zenodo.7276411
title: SciCheck

description: This archive contains AI-KG with additional 300K triples used in the paper "Completing Scientific Facts in Knowledge Graphs of Research Concepts", accepted in IEEE Access.
DOI: 10.15129/cc1a0245-36a6-4c9d-aba7-2fb94e41869c
title: Prototype Electroforming Tank CAD Designs

description: Technical design and schematic of the 18 L prototype electroforming tank designed, built and installed in the John Street laboratory of the University of Strathclyde for the purposes of the related PhD project.
DOI: 10.5281/zenodo.7263579
title: Table S2. Enhancer-gene correlation framework

description: Outcome of all enhancer-gene correlations with FDR &lt; 0.05
DOI: 10.5281/zenodo.7263578
title: Table S2. Enhancer-gene correlation framework

description: Outcome of all enhancer-gene correlations with FDR &lt; 0.05
DOI: 10.5281/zenodo.5764114
title: KG completion datasets

description: Datasets used for evaluation in the paper "Completing Scientific Facts in Knowledge Graphs of Research Concepts", published in IEEE Access.
DOI: 10.5281/zenodo.5764113
title: KG completion datasets

description: Datasets used for evaluation in the paper "Completing Scientific Facts in Knowledge Graphs of Research Concepts", published in IEEE Access.
DOI: 10.15129/246eb0da-88b5-46bd-b9b4-a916ffc8ae9c
title: Prototype Electroforming Tank

description: Images of the 18 L prototype electroforming tank designed, built and installed in the John Street laboratory of the University of Strathclyde for the purposes of the related PhD project.
DOI: 10.5281/zenodo.6624430
title: Combined unsupervised and semi-automated supervised analysis of flow cytometry data reveals cellular fingerprint associated with newly diagnosed pediatric type 1 diabetes

description: Type 1 diabetes is a chronic autoimmune disease resulting in an immune-mediated loss of pancreatic β-cells; however, an unbiased and reproducible profiling of type 1 diabetes-specific circulating immunome at disease onset has yet to be explored. In this study, fresh whole blood was collected from a pediatric cohort of 107 patients with new-onset type 1 diabetes, 85 relatives of patients with type 1 diabetes with 0-1 islet autoantibodies, 58 patients with celiac disease or autoimmune thyroiditis and 76 healthy controls. Up to 6 mL of blood was collected from each subject into a VACUETTE® TUBE 6 ml ACD-B (Greiner). Fresh whole blood underwent red blood cell lysis, was washed and stained with specific monoclonal antibodies. Fresh whole blood samples were stained with five panels of antibodies labelled as T cells, T&NK cells, B cells, Tregs and DCs/monos encompassing main subsets of T cells, NK cells, B cells, Tregs, DCs and monocytes detected using 26 surface markers and the intracellular marker forkhead box P3 (FoxP3); for the Treg panel, intracellular staining was performed after fixation and permeabilization. Cells were acquired on a BD FACSCanto-II flow cytometer equipped with FACSDiva software (Becton Dickinson, Franklin Lakes, NJ).
description: contacts: petrelli.alessandra@hsr.it bezzecchi.eugenia@hsr.it
DOI: 10.17632/vmy93tzrkt.1
title: A review on recent advancement in rechargeable battery technologies

description: The figures related to the manuscript "A review on recent advancement in rechargeable battery technologies" can be found here.
DOI: 10.17632/vmy93tzrkt.2
title: Recent advancement in rechargeable battery technologies

description: The high resolution figures related to the manuscript "Recent advancement in rechargeable battery technologies" submitted to WIREs Energt and Environment can be found here.
DOI: 10.17632/vmy93tzrkt.3
title: Recent advancement in rechargeable battery technologies

description: The high resolution figures related to the manuscript "Recent advancement in rechargeable battery technologies" submitted to WIREs Energy and Environment can be found here. 

Sarmah, S., Lakhanlal, Kakati, B. K., & Deka, D. (2022). Recent advancement in rechargeable battery technologies. WIREs Energy and Environment, e461. https://doi.org/10.1002/wene.461
DOI: 10.5258/soton/d2415
title: IL-33 induces an antiviral signature in mast cells but enhances their permissiveness for human rhinovirus infection

description: Data used in the generation of figures for the above titled manuscript published in the journal 'Viruses'
DOI: 10.6084/m9.figshare.21490059
title: Dataset

description: Dataset for study
DOI: 10.6084/m9.figshare.21490569
title: Syntax

description: Code for dataset
DOI: 10.6084/m9.figshare.21490569.v1
title: Syntax

description: Code for dataset
DOI: 10.20372/aau_rdr/gmahry/8yfuhj
title: Yemisrach Ayalew.tab

description: Th data ued for this study is mainly comprised of primary data at kirkos sub city of Addis Ababa. THe theme is on prevalence of of postal health care utilization.
DOI: 10.20372/aau_rdr/gmahry
title: Prevalence of Postnatal Care Service Associated Socioeconomic and Demographic Factors of Postnatal Care Within Six Weeks of Service Utilization in Selected Public Health Centers of Kirkos Sub-City Addis Ababa, Ethiopia, 2022

description: Prevalence of Postnatal Care Service Associated Socioeconomic and Demographic Factors of Postnatal Care Within Six Weeks of Service Utilization in Selected Public Health Centers of Kirkos Sub-City Addis Ababa, Ethiopia, 2022
DOI: 10.5281/zenodo.6624431
title: Combined unsupervised and semi-automated supervised analysis of flow cytometry data reveals cellular fingerprint associated with newly diagnosed pediatric type 1 diabetes

description: Type 1 diabetes is a chronic autoimmune disease resulting in an immune-mediated loss of pancreatic β-cells; however, an unbiased and reproducible profiling of type 1 diabetes-specific circulating immunome at disease onset has yet to be explored. In this study, fresh whole blood was collected from a pediatric cohort of 107 patients with new-onset type 1 diabetes, 85 relatives of patients with type 1 diabetes with 0-1 islet autoantibodies, 58 patients with celiac disease or autoimmune thyroiditis and 76 healthy controls. Up to 6 mL of blood was collected from each subject into a VACUETTE® TUBE 6 ml ACD-B (Greiner). Fresh whole blood underwent red blood cell lysis, was washed and stained with specific monoclonal antibodies. Fresh whole blood samples were stained with five panels of antibodies labelled as T cells, T&NK cells, B cells, Tregs and DCs/monos encompassing main subsets of T cells, NK cells, B cells, Tregs, DCs and monocytes detected using 26 surface markers and the intracellular marker forkhead box P3 (FoxP3); for the Treg panel, intracellular staining was performed after fixation and permeabilization. Cells were acquired on a BD FACSCanto-II flow cytometer equipped with FACSDiva software (Becton Dickinson, Franklin Lakes, NJ).
description: contacts: petrelli.alessandra@hsr.it bezzecchi.eugenia@hsr.it
DOI: 10.18419/darus-3003
title: Identification data for plant and friction identification

description: Dataset for identification of a ball screw setup. Please refer to Readme.md contained in the dataset for more detailed information. Stribeck fricton with constant velocities (const_v*.mat) Slow measurement along whole axis for synchronization errors (const_vel:*.mat) slow sine force motion for identification of friction, e.g. LuGre (F_mot_sine*.mat) Additive force sweeps for table being in slow motion at different positions (sweep_F_add*.mat) Velocity sweeps for table being in slow motion at different positions (vel_sweep*.mat) Abbreviations used in data/metadata: LDA/LDD ... linear direct drive KGT/BSC ... ball screw drive