cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25934/pr00005793.8
title: Available IPD datapackage for study 'A Phase II, Open-label, Multicenter, Randomized Study to Investigate the Efficacy and Safety of MPDL3280A (Anti−PD-L1 Antibody) Compared With Docetaxel in Patients With Non−Small Cell Lung Cancer After Platinum Failure'

description: This multicenter, open-label, randomized study will evaluate the efficacy and safety of Atezolizumab compared with docetaxel in participants with advanced or metastatic non-small cell lung cancer after platinum failure. Participants will be randomized to receive either Atezolizumab 1200 milligram (mg) intravenously every 3 weeks or docetaxel 75 milligram per meter square (mg/m^2) intravenously every 3 weeks. Treatment with Atezolizumab may be continued as long as participants are experiencing clinical benefit as assessed by the investigator, i.e., in the absence of unacceptable toxicity or symptomatic deterioration attributed to disease progression.
DOI: 10.25934/pr00005791.6
title: Available IPD datapackage for study 'A Phase II, Multicenter, Single-arm Study of MPDL3280A in Patients With PD-L1-Positive Locally Advanced or Metastatic Non-small Cell Lung Cancer'

description: This multicenter, single-arm study will evaluate the efficacy and safety of atezolizumab (MPDL3280A) in participants with PD-L1-positive locally advanced or metastatic NSCLC. Participants will receive an intravenous (IV) dose of 1200 milligrams (mg) atezolizumab (MPDL3280A) on Day 1 of 21-day cycles until disease progression. Eligible participants will be categorized in to three groups as follows:   1. Participants with no prior chemotherapy for advanced disease;   2. Participants who progress during or following a prior-platinum based chemotherapy regimen for advanced disease (2L+participants);   3. Participants who are 2L+ and previously treated for brain metastases.
DOI: 10.4121/21444234.v1
title: Data underlying the master thesis: A Circular Business Model for a Pregnancy Bra

description: The calculations and price estimations surrounding the circular business model for the pregnancy bra of Feelou, for the master thesis of Odmar Vandijck. The objective was to explore the viability of a service system with repair and refurbishment of the bra, if these services were included in the sales price (first three tabs). The sheet also includes estimations of return percentages based on some large companies with a return program (last tab). It is meant as an educated guess based on information collected on the internet about pricing of aspects of the system.
DOI: 10.4121/21444234
title: Data underlying the master thesis: A Circular Business Model for a Pregnancy Bra

description: The calculations and price estimations surrounding the circular business model for the pregnancy bra of Feelou, for the master thesis of Odmar Vandijck. The objective was to explore the viability of a service system with repair and refurbishment of the bra, if these services were included in the sales price (first three tabs). The sheet also includes estimations of return percentages based on some large companies with a return program (last tab). It is meant as an educated guess based on information collected on the internet about pricing of aspects of the system.
DOI: 10.4121/20787274.v1
title: Data underlying the publication: A cryogenic, coincident fluorescence, electron and ion beam microscope

description: Introduction Data underlying the publication: A cryogenic, coincident fluorescence, electron and ion beam microscope. Publication DOI: 10.7554/eLife.82891 Authors: D.B. Boltje, J.P. Hoogenboom, A.J. Jakobi, G.J. Jensen, C.T.H. Jonker, M.J. Kaag, A.J. Koster, M.G.F. Last, C. de Agrela Pinto, J.M. Plitzko, S. Raunser, S. Tacke, Z. Wang, E.B. van der Wee, R. Wepf, S. den Hoedt Repository created by Daan Boltje General description All data underlying the manuscript figures is stored in this repository. Experiments have been carried out at the Department of Imaging Physics at Delft University of Technology (Delft, NL) in 2020 and 2021 and resulting data are presented in figures 1, 2, 3, 4, 7 and 8. <br> External validation experiments have been carried out at the Department of Structural Biochemistry, Max Planck Institute of Molecular Physiology, (Dortmund, DE) between March-May 2021. The data from these experiments are used in figure 5, 6 and video 1.
DOI: 10.13099/vip-database-v1.0
title: Tissue Properties Database V1.0

description: Density, Heat Capacity, Thermal Conductivity, Heat Transfer Rate, Heat Generation Rate, Dielectric Properties for human tissues
description: Log file of changes
description: References
DOI: 10.13099/vip-database-v2.3
title: Tissue Properties Database V2.3

description: References
description: Density, Heat Capacity, Thermal Conductivity, Heat Transfer Rate, Heat Generation Rate, Dielectric Properties, LF for human tissues
description: Log file of changes
DOI: 10.13099/vip-database-v2.4
title: Tissue Properties Database V2.4

description: References
description: Log file of changes
description: Density, Heat Capacity, Thermal Conductivity, Heat Transfer Rate, Heat Generation Rate, Dielectric Properties, LF, Viscosity values for human tissues
DOI: 10.13099/vip-database-v2.6
title: Tissue Properties Database V2.6

description: References
description: Density, Heat Capacity, Thermal Conductivity, Heat Transfer Rate, Heat Generation Rate, Dielectric Properties, LF, Viscosity values for human tissues
description: Log file of changes
DOI: 10.34740/kaggle/dsv/4464319
title: COVID Vaccination in World (updated daily)
DOI: 10.5281/zenodo.7081743
title: Source Data

description: Source Data for Topál et al. (2022) "<strong>Discrepancies between observations and climate models of large-scale wind-driven Greenland melt influence sea-level rise projections</strong>" article published in Nature Communications (https://doi.org/10.1038/s41467-022-34414-2) containing the underlying data of the Figures from the main text.
DOI: 10.5281/zenodo.7081742
title: Source Data

description: Source Data for Topál et al. (2022) "<strong>Discrepancies between observations and climate models of large-scale wind-driven Greenland melt influence sea-level rise projections</strong>" article published in Nature Communications (https://doi.org/10.1038/s41467-022-34414-2) containing the underlying data of the Figures from the main text.
DOI: 10.6084/m9.figshare.21511005.v1
title: heatwaves in South Asia

description: codes and data for the manuscript
DOI: 10.5519/qd.vbb92307
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (301 records)
DOI: 10.5517/ccdc.csd.cc1n8187
title: CCDC 1527068: Experimental Crystal Structure Determination

description: Related Article: Yi-Gang Wu, Dong-Bo Wang, Juan-Juan Hu, Xue-Qing Song, Cheng-Zhi Xie, Zhong-Ying Ma, Jing-Yuan Xu|2019|Inorg.Chem.Front.|6|1040|doi:10.1039/C9QI00030E
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.21511440.v1
title: Supplementary Material for: Trends of urolithiasis in China: a national study based on hospitalized patients from 2013 to 2018

description: Introduction To explore the chronological trends in clinical features and utilization of healthcare resources for hospitalized patients with urolithiasis in China. Methods Patients with urolithiasis were extracted from the Hospital Quality Monitoring System, a national database of hospitalized patients in China, based on International Classification of Diseases, Tenth Revision, codes. Variables including demographic characteristics, comorbidities, treatment modalities for urolithiasis, length of hospital stay, and expenditures were collected and analyzed. Results Among 79.8 million hospitalized patients, 3.5 million were diagnosed with urolithiasis with an increasing trend (from 3.0% in 2013 to 4.0% in 2018). Most of these patients had upper urinary tract calculi (76.6% in 2013 and 81.7% in 2018). Middle-aged patients (46–65 years) constituted the largest proportion with a stable trend (from 46.9% in 2013 to 48.8% in 2018), while the proportion of older patients (&gt;65 years) showed an increasing trend (from 23.7% in 2013 to 27.4% in 2018). The percentages of gout/hyperuricemia, hypertension, diabetes, and cardiovascular disease among the hospitalized patients with urolithiasis increased steadily, with the sharpest increases in patients from rural areas. Overall, 656,952 patients (18.9%) received surgical interventions for urolithiasis. The proportions of ureteroscopy and extracorporeal shockwave lithotripsy increased steadily during the 6-year study period, with simultaneous decreases in open surgery and percutaneous nephrolithotomy. The median length of hospital stay decreased from 10 days to 8 days. The cost for urolithiasis intervention accounted for 2.0% of the total hospitalization fee in 2013, and increased to 2.7% in 2018. Conclusions The analysis showed an increasing trend in the percentage of hospitalized patients with urolithiasis, accompanied by an increased percentage of the total hospitalization fee for urolithiasis intervention during the 6-year study period. Based on the increasing trends in the proportion of older patients (&gt;65 years) and percentages of metabolic comorbidities among patients with urolithiasis, an increased burden of urolithiasis on the healthcare system in China is anticipated.
DOI: 10.21954/ou.rd.14128478
title: Covid Chronicles: Photos of nature during the dawn

description: Photos taken by Sara (undocumented Kurdish woman living in The Netherlands) April-May 2020. Sara says of her photos:<br> <em>"A good friend of mine taught me once how to make good photos. I borrowed his camera and since then I love to make photos of the nature and surrounding. It is very aesthetic and pleasing for the eye and mind. Here are some of the pictures I took."</em> <br> ----- This material is part of the Covid Chronicles from the Margins project, funded by The Open University and The Hague. The project aims to highlight the impact of the pandemic on refugees, asylum seekers & undocumented migrants. <br> This item can also be found on our website.
DOI: 10.21954/ou.rd.14128478.v1
title: Covid Chronicles: Photos of nature during the dawn

description: Photos taken by Sara (undocumented Kurdish woman living in The Netherlands) April-May 2020. Sara says of her photos:<br> <em>"A good friend of mine taught me once how to make good photos. I borrowed his camera and since then I love to make photos of the nature and surrounding. It is very aesthetic and pleasing for the eye and mind. Here are some of the pictures I took."</em> <br> ----- This material is part of the Covid Chronicles from the Margins project, funded by The Open University and The Hague. The project aims to highlight the impact of the pandemic on refugees, asylum seekers & undocumented migrants. <br> This item can also be found on our website.
DOI: 10.5281/zenodo.7299472
title: Cycling Data of 64 Cells manufactured by AutoBASS

description: This is the complete dataset for cells made for the publication of https://doi.org/10.1039/D2DD00046F Robotic cell assembly to accelerate battery research, <em><strong>Digital Discovery</strong></em>, 2022, Advance Article by Zhang et al. This dataset goes beyond the inital cycles and tested, wherever possibile, up to 500 cycles at a constant 1C/1D rate. The details of the robot that made the cells can be found at https://github.com/Helge-Stein-Group/AutoBASS and the details of the cycling procedure and chemistry can be found in the article.
DOI: 10.25500/edata.bham.00000758
title: Research data supporting "Heparin and heparin proteoglycan-mimetics activate platelets via PEAR1 and PI3Kbeta"
DOI: 10.6084/m9.figshare.21511473
title: Plant data.xlsx

description: Plant diversity
DOI: 10.23708/g76qvs
title: Geographical mapping of food outlets and foods and beverages advertised in Kenya

description: The aim of this study was to characterise the local foods and beverages sold and advertised in a deprived urban neighbourhood in Nairobi, Kenya. In 2017, a cross-sectional observational study design was used to audit all food outlets (outlet type and food type sold) and food advertisements. Data available on: types of foods and beverages sold and/or advertised in food outlets. A total of 499 food outlets or adverts were identified and assessed in Nairobi.
DOI: 10.6084/m9.figshare.21151885
title: Towards precision medicine based on a continuous deep learning optimized ensemble approach: A simulated prospective study of ultrasound breast mass

description: We developed a continuous learning system (CLS) based on deep learning and optimal integration and conducted a simulated prospective study using ultrasound images of breast masses for precise diagnoses. We extracted 629 data points and 2,235 images from 561 cases in the institution to train the model in six stages to diagnose benign and malignant tumors, pathological types, and pathological diseases. 180 cases were randomly selected from 3,098 cases from two foreign institutions. The CLS was tested with seven independent data lists in three external datasets and compared with 21 physicians, and the system’s diagnostic ability exceeded 20 physicians by training stage six. The optimal integrated method we developed is expected to achieve accurate diagnosis of breast lumps, and this method can also be used for other AI diagnosis. Overall, our findings could further promote the use of AI diagnosis in precision medicine. <br> The dataset includes the diagnostic performance of 5 algorithms in image cropping and non-cropping, the 5 algorithms are: DenseNetImageNet121, inception_resnet_v2, nception_v3, resnet50, Xception. <br> There are two types of images: cropped and non-cropped., the training images are stored in the train and test directories., there are two subdirectories in the train directory, namely Malignant and Benign, there are 800 images respectively. <br> There are 2 subdirectories in the test directory, Malignant and Benign, with 165 images respectively, and 2 directories for external test data, External_test_image and External_test_cropimage, with 400 images respectively.
DOI: 10.5281/zenodo.7293901
title: Galaxy tutorial for reference-based RNA-seq analysis

description: https://training.galaxyproject.org/training-material/topics/transcriptomics/tutorials/ref-based/tutorial.html#functional-enrichment-analysis-of-the-de-genes the `compute` tool in the tutorial doesn't work. I used R to process the dataset and provide it so the students can continue with the tutorial.
DOI: 10.5281/zenodo.7293900
title: Galaxy tutorial for reference-based RNA-seq analysis

description: https://training.galaxyproject.org/training-material/topics/transcriptomics/tutorials/ref-based/tutorial.html#functional-enrichment-analysis-of-the-de-genes the `compute` tool in the tutorial doesn't work. I used R to process the dataset and provide it so the students can continue with the tutorial.
DOI: 10.5281/zenodo.7299588
title: Contrastive Neural Ratio Estimation - Data

description: The dataset generated by experimental results from <em><strong>Contrastive Neural Ratio Estimation</strong></em>. The code can be found here. The paper can be found here.
DOI: 10.5281/zenodo.7299587
title: Contrastive Neural Ratio Estimation - Data

description: The dataset generated by experimental results from <em><strong>Contrastive Neural Ratio Estimation</strong></em>. The code can be found here. The paper can be found here.
DOI: 10.34740/kaggle/dsv/3561831
title: Aerial View Car Detection for Yolov5
DOI: 10.5281/zenodo.7299645
title: Materiały do warsztatów "Dane przestrzenne w uczeniu maszynowym - środowisko R"

description: Zbiór danych przygotowany do warsztatu "<strong>Dane przestrzenne w uczeniu maszynowym - środowisko R</strong>" przeprowadzonego podczas konferencji Geoinformacja: Nauka – Praktyka – Edukacja (02.12.2022 r.). Repozytorium z materiałami szkoleniowymi znajduje się na GitHub: https://github.com/kadyb/GEOINF2022. W archiwum .zip znajdują się dwa katalogi: <em>"dane</em>" oraz <em>"zadanie</em>", w skład których wchodzi: scena Landsat 8 i 9 (7 kanałów spektralnych); klasy pokrycia terenu S2GLC; poligony z zasięgiem powiatu śremskiego oraz wągrowieckiego. Dane satelitarne zostały pobrane z EarthExplorer, a klasy pokrycia terenu z CREODIAS.
DOI: 10.5281/zenodo.7299644
title: Materiały do warsztatów "Dane przestrzenne w uczeniu maszynowym - środowisko R"

description: Zbiór danych przygotowany do warsztatu "<strong>Dane przestrzenne w uczeniu maszynowym - środowisko R</strong>" przeprowadzonego podczas konferencji Geoinformacja: Nauka – Praktyka – Edukacja (02.12.2022 r.). Repozytorium z materiałami szkoleniowymi znajduje się na GitHub: https://github.com/kadyb/GEOINF2022. W archiwum .zip znajdują się dwa katalogi: <em>"dane</em>" oraz <em>"zadanie</em>", w skład których wchodzi: scena Landsat 8 i 9 (7 kanałów spektralnych); klasy pokrycia terenu S2GLC; poligony z zasięgiem powiatu śremskiego oraz wągrowieckiego. Dane satelitarne zostały pobrane z EarthExplorer, a klasy pokrycia terenu z CREODIAS.
DOI: 10.5281/zenodo.7065195
title: Data on the mineralised textile fragment A2A3_1 from Creney-près-Troyes – Le Paradis locality

description: This dataset contains data regarding the mineralised textile fragment A2A3_1 from Creney-près-Troyes – Le Paradis locality: A2A3 1 1 back.001.tif: digital microscope image of the B side of the sample<br> A2A3 1 1.002.tif: digital microscope image of sample side A<br> Output_P5.tif: 5x magnification optical microscope image of the fibres on side A of the sample<br> A2A311_320mm_50ms_68kev_new_aligned_3420x3420x908.raw: concatenated 8 bit volume of sample A2A3_1<br> A3A311_back_layer1_3136x2640x114.raw: 8 bit volume of the B1 layer of the sample<br> A3A311_back_layer1__orientationXY_3136x2640x114.raw: volume of orientations of layer B1 of the sample<br> A3A311_back_layer2_3136x2640x121.raw: 8 bit volume of the sample layer B2<br> A3A311_back_layer2__orientationXY_3136x2640x121.raw: volume of orientations of the sample layer B2<br> A3A311_back_layer3_3136x2640x175.raw: 8 bit volume of the B3 layer of the sample<br> A3A311_back_layer3__orientationXY_3136x2640x175.raw: orientation volume of the B3 layer of the sample<br> A3A311_front_3016x2536x220.raw: 8 bit volume of the A layer of the sample<br> A3A311_front__orientationXY_3016x2536x220.raw: volume of the orientations of the A layer of the sample<br> mask_A3A311_back_layer1_3136x2640x114.raw: voxel mask of the B1 layer of the sample<br> mask_A3A311_back_layer2_3136x2640x121.raw: voxel mask of the B2 layer of the sample<br> mask_A3A311_back_layer3_3136x2640x175.raw: voxel mask of the B3 layer of the sample<br> mask_A3A311_front_3016x2536x220.raw: voxel mask of the A layer of the sample
DOI: 10.5281/zenodo.7065194
title: Data on the mineralised textile fragment A2A3_1 from Creney-près-Troyes – Le Paradis locality

description: This dataset contains data regarding the mineralised textile fragment A2A3_1 from Creney-près-Troyes – Le Paradis locality: A2A3 1 1 back.001.tif: digital microscope image of the B side of the sample<br> A2A3 1 1.002.tif: digital microscope image of sample side A<br> Output_P5.tif: 5x magnification optical microscope image of the fibres on side A of the sample<br> A2A311_320mm_50ms_68kev_new_aligned_3420x3420x908.raw: concatenated 8 bit volume of sample A2A3_1<br> A3A311_back_layer1_3136x2640x114.raw: 8 bit volume of the B1 layer of the sample<br> A3A311_back_layer1__orientationXY_3136x2640x114.raw: volume of orientations of layer B1 of the sample<br> A3A311_back_layer2_3136x2640x121.raw: 8 bit volume of the sample layer B2<br> A3A311_back_layer2__orientationXY_3136x2640x121.raw: volume of orientations of the sample layer B2<br> A3A311_back_layer3_3136x2640x175.raw: 8 bit volume of the B3 layer of the sample<br> A3A311_back_layer3__orientationXY_3136x2640x175.raw: orientation volume of the B3 layer of the sample<br> A3A311_front_3016x2536x220.raw: 8 bit volume of the A layer of the sample<br> A3A311_front__orientationXY_3016x2536x220.raw: volume of the orientations of the A layer of the sample<br> mask_A3A311_back_layer1_3136x2640x114.raw: voxel mask of the B1 layer of the sample<br> mask_A3A311_back_layer2_3136x2640x121.raw: voxel mask of the B2 layer of the sample<br> mask_A3A311_back_layer3_3136x2640x175.raw: voxel mask of the B3 layer of the sample<br> mask_A3A311_front_3016x2536x220.raw: voxel mask of the A layer of the sample
DOI: 10.6084/m9.figshare.21506364.v2
title: The mechanism research of lncRNA HOTAIR/miR-1/GOLPH3 axis regulated proliferation and migration in breast cancer

description: <strong>Background</strong> lncRNA HOTAIR is frequently overexpressed in breast cancer tissues and is associated with the development of breast cancer. However, the role of the lncRNA HOTAIR/miR-1/GOLPH3 regulatory axis on the biological behavior of breast cancer cells ,remain largely unknown. <strong>Methods</strong> We investigated the level of HOTAIR in breast cancer and its clinical pathological characteristics by bioinformatic methods.Then,We evaluated the effects of HOTAIR and miRNA-1 expression on the biological behavior of breast cancer cells by qPCR, Cell Counting Kit-8 (CCK-8) assay, Clonogenic assays, Transwell assay and Flow cytometry for cell proliferation, invasion migration and apoptosis, and cell cycle analysis. Finally,The target genes of the lncRNA HOTAIR/miR-1/GOLPH3 regulatory axis were validated by Luciferace reports. <strong>Results</strong> The expression of HOTAIR in breast cancer tissues was significantly higher than that in normal breast tissues（P＜0.05）. Silencing of HOTAIR suppressed cell proliferation, invasion and migration, promoted apoptosis and induced G1 phase block in breast cancer（P＜0.0001）. We also verified the existence of paired sequences between miR-1 and HOTAIR, GOLPH3 and miR-1 by Luciferace reports (P＜0.001）. <strong>Conclusions</strong> The expression of HOTAIR was significantly elevated in breast cancer tissues. Reducing the expression of HOTAIR inhibited cell proliferation, invasion and migration of breast cancer cells and promoted apoptosis, and the mechanism was mainly the effect of lncRNA HOTAIR/miR-1/GOLPH3 regulatory axis on the biological behavior of breast cancer cells.
DOI: 10.5281/zenodo.7299704
title: Dataset for a flume experiment on sediment augmentation

description: Dataset for the paper "Influence of hydrograph shape and sediment augmentation repetition frequency on sediment transport dynamics and bed morphology evolution". It includes coordinates of the defined areas of interest and digital elevation models from the scanned channel topographies.
DOI: 10.5281/zenodo.7299705
title: Dataset for a flume experiment on sediment augmentation

description: Dataset for the paper "Influence of hydrograph shape and sediment augmentation repetition frequency on sediment transport dynamics and bed morphology evolution". It includes coordinates of the defined areas of interest and digital elevation models from the scanned channel topographies.
DOI: 10.6084/m9.figshare.21511584
title: data.zip

description: ecosystem service human footprint biodiversity
DOI: 10.6084/m9.figshare.21511584.v1
title: data.zip

description: ecosystem service human footprint biodiversity
DOI: 10.5519/qd.4y3mbgts
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (5 records)
DOI: 10.6084/m9.figshare.21511599
title: CheckM12_comparison.xlsx

description: Evaluation Bins quality. CheckM1 vs CheckM2
DOI: 10.6084/m9.figshare.21511599.v1
title: CheckM12_comparison.xlsx

description: Evaluation Bins quality. CheckM1 vs CheckM2
DOI: 10.5281/zenodo.7298958
title: FD-DeepLoc datasets: demo2 dataset

description: Experimental large-FOV astigmatism NPC dataset.
DOI: 10.5281/zenodo.7298959
title: FD-DeepLoc datasets: demo2 dataset

description: Experimental large-FOV astigmatism NPC dataset.