cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.22154066.v3
title: MW3-Dataset

description: Dataset generated by our Microwell-seq 3.0 technique. <br> <strong>Files</strong>: In order to save space, we've packaged our data into tar.gz format. Please unzip the files once you've successfully downloaded. <strong>RNA_WT_RData.tar.gz</strong>: Seurat object along with a metadata including cell barcodes, tissue source & cell type annotation, could be loaded into R environment and used directly. <strong>RNA_Tumor_RData.tar.gz</strong>: Seurat object along with a metadata including cell barcodes, tissue source, cell type annotation & potential cell state prediction(neoplastic, intermediate & non-neoplastic), could be loaded into R environment and used directly. <strong>RNA_WT_Dge.tar.gz: </strong> Digital Expression data (in .csv format) generated by Drop-seq tools, with batch effect removed by customed scripts. <strong>RNA_Tumor_Dge.tar.gz</strong> : Digital Expression data(in .csv format) generated by Drop-seq tools, with batch effect removed by customed scripts. <strong>ATAC_WT_SparseMatrix.tar.gz</strong>: scATAC-seq data in 10X-like format(matrix.mtx, barcodes.csv, features.csv), along with a metadata including cell barcodes, tissue source & cell type annotation. <strong>ATAC_Tumor_SparseMatrix.tar.gz</strong>: scATAC-seq data in 10X-like format(matrix.mtx, barcodes.csv, features.csv), along with a metadata including cell barcodes, tissue source, cell type annotation & potential cell state prediction(neoplastic, intermediate & non-neoplastic).
DOI: 10.17632/5wkxzmzwnz
title: Experimental Data set for concrete compressive strength prediction from IIT Bhubaneswar concrete laboratory

description: The database is gathered by experimental testing concrete cube specimens, in the concrete technology laboratory of the Indian Institute of Technology Bhubaneswar, for 188 different concrete mixes. Several concrete mix proportions are tested for predicting the compressive strength of recycled aggregates concrete (RCA). For most of the mixes, coarse recycled aggregates were used as the only coarse aggregate for concrete mix testing. It includes a variation of water/binder in ranges of 0.25 – 0.75; addition of fly ash, Ground Granulated Blast-furnace Slag (GGBS), and metakaolin (MK) to the concrete mix.
DOI: 10.17632/njb74czv49
title: SDPRA 2021 Shared Task Data

description: Any particular research article goes through discrete filtering steps to get published in a reputed journal or conference. The first step in the peer review process is the editor’s initial screening(s). The editor’s job, who is also an expert in the particular field, decides whether an article should be rejected without further review or forwarded to expert reviewers for meticulous evaluation. Acceptance of paper depends heavily on the reviewers. It’s becoming more common for people to share their reviews on social media, especially when reviewers reject their work on spurious grounds. This shared task focuses on identifying topics or category of scientific articles, which in turn can help us in efficiently storing large number of articles, retrieving related papers, and in building personal recommendation systems. For this task we collected a total of 35000 abstracts scientific article(computer science) from different corpora. Given an abstract of a paper, the objective of the shared task is to classify it into one of the 7 predefined domains. Such as Computation and Language (CL), Cryptography and Security (CR), Distributed and Cluster Computing (DC), Data Structures and Algorithms (DS), Logic in Computer Science (LO), Networking and Internet Architecture (NI), and Software Engineering (SE).
DOI: 10.17632/py7n8284gj
title: Supplemental Material: Comparative Histopathologic Analysis of COVID-19-Associated Pseudo-Chilblains (“COVID-toes”), with Idiopathic Pernio, and Chilblains Lupus Erythematosus

description: This study is a systematic review which evaluates histopathologic findings of COVID-toes and compares them to that of CHLE and IP, with the aim toward understanding the pathogenesis of COVID-toes.

Expanded Methods:
A total of 50 articles met inclusion criteria and were included. Due to the small number of subjects per study (range 1-22), the study- and subtype-specific proportions were estimated to be either zero or one for many studies. To compensate, the analysis was conducted using a common effect meta-analysis without considering between-study heterogeneity6,7. Thus, the proportions of patients with each histopathologic finding subtype were estimated by aggregating the cases in all studies and divided by the total number of patients reported in all studies combined. The confidence intervals for the proportions were calculated by the Wald (number of events &gt;5) or Clopper-Pearson method (number of events &lt;5)8. The proportions of patients with COVID-toes were compared pairwise to ChLE and IP, respectively, using Pearson’s chi-squared test. Demographics were compared using Welch’s one-way t-test for mean age and Kruskal-Wallis rank sum test for the proportion of female patients. The unadjusted odds ratio (OR) between the diagnoses and sex were estimated by Firth logistic regression to reduce the bias that may be introduced by the small number of males with ChLE9. Since the patient sex information was not available in all studies, OR was estimated from two datasets: 1) only studies with patient sex information available; 2) all studies, and in the studies where patient sex information was unavailable, number of females and males were estimated in accordance with the overall sex proportion of the study. P-values were adjusted using

Bonferroni correction to control the type-I error for multiple tests. The significance level was set at α = 0.05/number_of_tests = 0.05/25 = 0.002. All analysis were performed in R version 4.0.4
DOI: 10.17632/hr2rhjx4fz
title: BOILED MASH POTATOES

description: *Project Title:* Good and Bad Classification of Boiled Mash Potatoes Using OnePlus Nord CE 2 Lite 5G Mobile Camera

*Description:*

The project "Good and Bad Classification of Boiled Mash Potatoes" is focused on developing a system for automatically classifying Boiled Mash Potatoes (Solanum tuberosum L) into "good" and "bad" categories based on visual characteristics. The dataset includes over 500 images of Boiled Mash Potatoes, equally divided between good and bad samples. These images were captured using the OnePlus Nord CE 2 Lite 5G mobile camera, ensuring high-quality visual data for training a machine learning model. The images were taken against a white background in daylight conditions to ensure consistency, clarity, and minimal environmental interference.

*Dataset Composition:*

- *Good Samples (High-Quality Boiled Mash Potatoes ):* The dataset contains more than 250 images of high-quality Boiled Mash Potatoes. These samples exhibit desirable characteristics, such as consistent texture, proper fermentation, vibrant color, and no visible signs of contamination or spoilage. These images represent the positive class for the classification model, showcasing what is considered high-quality and safe Boiled Mash Potatoes.
 
- *Bad Samples (Low-Quality Boiled Mash Potatoes):* More than 250 images depict low-quality or spoiled Boiled Mash Potatoes. These samples may exhibit visual signs of spoilage, such as mold growth, discoloration, uneven texture, or over-fermentation. These images form the negative class for model training, helping to identify unwanted and unsafe products.

*Data Collection Setup:*

All images were captured using the OnePlus Nord CE 2 Lite 5G mobile camera, which provides high-resolution imaging capabilities to capture fine details. A white background was chosen to create a neutral, non-distracting environment that highlights the key features of the Boiled Mash Potatoes. Daylight conditions were used for consistent and natural lighting, allowing the camera to capture the true color, texture, and visual quality of the samples.

*Image Characteristics:*

The dataset features a wide range of Boiled Mash Potatoes samples, varying in appearance due to different stages of fermentation, levels of spoilage, and types of ingredients. This diversity ensures that the classification model can generalize across different variations in the appearance of Boiled Mash Potatoes, allowing it to effectively distinguish between good and bad samples.

*Data Annotation:*

Each image in the dataset is carefully labeled as either "good" or "bad" based on its quality. These annotations serve as the ground truth for the machine learning model, providing the necessary data for training, validating, and testing the classifier.

*Data Preprocessing:*

To ensure the model receives optimal input data, several preprocessing steps are applied:
- *Resizing:* All images are resized to a uniform resolution to maintain consistency across the dataset.
DOI: 10.17632/sxxmzcp66h
title: Data and Materials for: Preparedness Increases Confidence in Any Accessible Thoughts Affecting Evaluation Unrelated to the Original Domain of Preparation

description: Supplementary Materials and SAS data files for Studies 1-3. The first half of the SAS files include the Hayes Process Macro. The syntax and program commands for the specific data set can be found at the end of the file.
DOI: 10.6084/m9.figshare.12514178.v1
title: Supplementary Material for: Neutral Lipid Storage Disease Associated with the <b><i>PNPLA2</i></b> Gene: Case Report and Literature Review

description: Mutations in the <i>PNPLA2</i> gene cause neutral lipid storage disease with myopathy (NLSDM) or triglyceride deposit cardiomyovasculopathy. We report a detailed case study of a 53-year-old man with NLSDM. The <i>PNPLA2</i> gene was analyzed according to the reported method. We summarized the clinical, laboratory, and genetic information of 56 patients, including our patient and 55 other reported patients with homozygous or compound heterozygous mutations in the <i>PNPLA2</i> gene. We found a novel homozygous mutation (c.194delC) in the <i>PNPLA2</i> gene that resulted in frameshift. The patient suffered from normal-tension glaucoma and pulmonary cysts, symptoms that are relatively common in the elderly but were not previously reported for this disease. Our summary confirmed that Jordan’s anomaly, polymorphonuclear leukocytes with lipid accumulation, was the most consistent finding of this disease. Because this disease is potentially treatable, our results may help rapid and correct diagnosis.
DOI: 10.6084/m9.figshare.13114331.v2
title: Insights into Hydrogen Evolution Reaction on 2D Transition Metal Dichalcogenides

description: stripe model structures
DOI: 10.6084/m9.figshare.20097317.v1
title: Data of Design of Robotic Hydrogen-filling System for Hydrogen-powered Vehicles

description: default
DOI: 10.6084/m9.figshare.28502714.v1
title: Additional file 1 of Genome-wide CRISPR guide RNA design and specificity analysis with GuideScan2

description: Supplementary Material 1: Supplementary Tables. Table S1: Quantitative and qualitative comparisons of the GuideScan2 algorithm to existing software for gRNA design and analysis. Table S2: Parameters of GuideScan2 and other published genome-wide gene-targeting gRNA libraries. Table S3: GuideScan2 genome-wide gene-targeting gRNA libraries for mouse and human. Table S4: Design and results of the validation gene essentiality screen of the human GuideScan2 gene-targeting library. Table S5: Genome-wide gRNA library for allele-specific targeting in F1 C57BL/6 $$\times$$ × 129S1/SvlmJ hybrid mice. Table S6: Design and results of the allele-specific targeting validation experiment. Table S7: Comparison of off-targets identified by CRISPR gRNA analysis methods.
DOI: 10.6084/m9.figshare.6626549.v7
title: Reference dataset for sea ice concentration

description: 20211111: The dataset has been augmented with SIC0 (open water) and SIC1 (total ice cover) data from 2016-2019. Version 3 constitutes the entire v2.2.1 dataset and these new 2016-19 files.20190305: The 20190305 update (2.2.1) includes some updated CRREL-IMB based datafiles replacing a few empty files in the 20190207 version (2.2).20190207: Note that there was a bug in our reading of the accumulated ERA-I fields in the original dataset. For time series analysis (CRREL-IMB and OIB-backtrack), please use the ERAreruns dataset now also available here.In version 2.2 (2019-02-07) of the dataset and manual, this issue has been described and corrected. We recommend that all users use version 2.2. <br>The RRDP is a set of comma separated ASCII files which contain reference sea ice concentrations and/or other relevant data and co-located NWP data from ERA-Interim, satellite Brightness Temperatures (TBs) extracted from the AMSR-E/AMSR2 swath datasets, ASCAT, QuikSCAT, SMOS and SMAP data to be used to for ice concentration calculations and evaluations. The dataset is easy to use by reading the files line by line, calculate Sea Ice Concentration from the given TBs and compare with the given reference SIC. Please read the included manual for additional information
DOI: 10.6084/m9.figshare.17942534.v5
title: Receiver deployment experiment data set

description: Dataset for Frontiers paper "Design of an Optimal Testbed for Tracking of Tagged Marine Megafauna"
DOI: 10.6084/m9.figshare.24018531.v1
title: qualitative data analysis_2.xlsx

description: These are questionnaire responses.
DOI: 10.17632/b53h2kwpyy
title: Dataset for: Tobacco exposure and somatic mutations in normal human bronchial epithelium

description: These are mutation calls to support the paper 'Tobacco exposure and somatic mutations in normal human bronchial epithelium', which has the following authors and affiliations: Authors: Kenichi Yoshida (1) *; Kate HC Gowers (2) *; Henry Lee-Six (1); Deepak P Chandrasekharan (2); Tim Coorens (1); Elizabeth F Maughan (2); Kathryn Beal (1); Andrew Menzies (1); Fraser R Millar (2); Elizabeth Anderson (1); Sarah E Clarke (2); Adam Pennycuick (2); Ricky M Thakrar (2,3); Colin R Butler (2,3); Nobuyuki Kakiuchi (4); Tomonori Hirano (4); Robert E Hynds (2,5); Michael R Stratton (1); Inigo Martincorena (1); Sam M Janes (2,3) §; Peter J Campbell (1,6) §. * These authors contributed equally to the manuscript § Joint corresponding authors Institutes: (1) Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, CB10 1SA, UK (2) Lungs For Living Research Centre, UCL Respiratory, University College London, London, WC1E 6JF, UK (3) Department of Thoracic Medicine, University College London Hospital, London, UK (4) Department of Pathology and Tumor Biology, Kyoto University, Kyoto, Japan (5) CRUK Lung Cancer Centre of Excellence, UCL Cancer Institute, University College London, London, UK (6) Stem Cell Institute, University of Cambridge, Hills Rd, Cambridge, UK The data are somatically acquired single base substitutions (subs), indels and structural variants called in 632 single cell-derived colonies from normal basal bronchial epithelium, across 16 subjects. The columns in the tables are interpreted as follows: Sample: ID for the colony that was whole-genome sequenced, Chrom: Chromosome the mutation was located on, Pos: Genomic position on the chromosome for the mutation (genome build GRCh37d5), Ref: The reference base at that position, Alt: The alternate allele created by the mutation, DEP: The total read depth at that position, MTR: The number of reads reporting the mutant (Alt) allele at that position in that cell, VAF: Variant allele fraction of the mutation.
DOI: 10.6084/m9.figshare.24553582.v1
title: Data and code for "Environmental heterogeneity modifies the link between personality and survival in fluctuating small mammal populations".

description: This is the data and all code required to perform the main analyses in the paper "Environmental heterogeneity modifies the link between personality and survival in fluctuating small mammal populations" by Allison M. Brehm and Alessio Mortelliti. For questions and/or if you would like to use these data for your own research, we encourage you to reach out to us.
DOI: 10.6084/m9.figshare.25885087.v2
title: Chinese pet bird market Supplementary Dataset

description: Market and species traits data for pet bird markets across China.
DOI: 10.17632/4gzzc9k49n
title: FOSD Female Speech Dataset

description: This is FOSD-based (extracted from approximately 30-hour of FPT Open Speech Data, released publicly in 2018 by FPT Corporation, under FPT Public License) Female Speech Dataset which is useful for creating text-to-speech model. It comprises of 7637 audio files totalling more than 9.5 recording hours. All files are in *.wav format (16 kHz sampling rate, 32-bit float, mono). This dataset is useful for various TTS-related applications. Copyright 2018 FPT Corporation Permission is hereby granted, free of charge, non-exclusive, worldwide, irrevocable, to any person obtaining a copy of this data or software and associated documentation files (the “Data or Software”), to deal in the Data or Software without restriction, including without limitation the rights to use, copy, modify, remix, transform, merge, build upon, publish, distribute and redistribute, sublicense, and/or sell copies of the Data or Software, for any purpose, even commercially, and to permit persons to whom the Data or Software is furnished to do so, subject to the following conditions: The above copyright notice, and this permission notice, and indication of any modification to the Data or Software, shall be included in all copies or substantial portions of the Data or Software. THE DATA OR SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE DATA OR SOFTWARE OR THE USE OR OTHER DEALINGS IN THE DATA OR SOFTWARE. Patent and trademark rights are not licensed under this FPT Public License.
DOI: 10.6084/m9.figshare.23813451.v1
title: Supplementary Material for: Application of the cytokinesis-block micronucleus assay for high dose exposures using imaging flow cytometry

description: The cytokinesis-block micronucleus (CBMN) assay is a well-established method to assess radiation-induced genetic damage in human cells. This assay has been adapted to imaging flow cytometry (IFC), allowing automated analysis of many cells, and eliminating the need to create microscope slides. Furthermore, to improve the efficiency of assay performance, a small-volume method previously developed was employed. Irradiated human blood samples were cultured, stained, and analysed by IFC to produce images of the cells. Samples were run using both manual and 96-well plate automated acquisition. Multiple parameter-based image features were collected for each sample and the results were compared to confirm that these acquisition methods are functionally identical. This paper details the multi-parametric analysis developed, and the resulting calibration curves up to 10 Gy. The calibration curves were created using a quadratic random coefficient model with Poisson errors, as well as a logistic discriminant function. The curves were then validated with blinded, irradiated samples, using relative bias and relative mean square error. Overall, the accuracy of the dose estimates was adequate for triage dosimetry (within 1 Gy of the true dose) over 90% of the time for lower doses and about half the time for higher doses, with the lowest success rate between 5 and 6 Gy where the calibration curve reached its peak and there was the smallest change in MN/BNC with dose. This work describes the application of novel multi-parametric analysis that fits the calibration curves and allows dose estimates up to 10 Gy, which were previously limited to 4 Gy. Furthermore, it demonstrates that the results from samples acquired manually and with the autosampler are functionally similar.
DOI: 10.6084/m9.figshare.8313122.v3
title: ISCALIMAB-KAHALY-SUPPLEMENTAL

description: <b>Context</b> The CD40-CD154 co-stimulatory pathway plays an important role in the pathogenesis of Graves’ disease (GD) by promoting auto-reactive B cell activation. <b>Objective</b> Evaluate efficacy and safety of a human, blocking, non-depleting anti-CD40 monoclonal antibody, iscalimab, in hyperthyroid patients with GD <b>Design</b> Open label, phase II proof-of-concept study <b>Setting </b>Multicenter <b>Patients </b>Fifteen with GD <b>Intervention</b> Patients received five doses of iscalimab at 10 mg/kg intravenously over 12 weeks. <b>Main outcome measures</b> Thyroid-related hormones and autoantibodies, plasma soluble CD40, free CD40 on B cells, soluble CXCL13, pharmacokinetics, and safety were assessed. <b>Results: </b>The iscalimab intervention resulted in complete CD40 engagement for up to 20 weeks. A clinical response and biochemical euthyroidism was observed in seven of 15 (47%) patients, free T3 and T4 normalized in seven patients who did not received any rescue medication with anti-thyroid drugs (ATD), and 2/15 (13.3%) showed normal TSH. Six (40%) patients required ATD. Serum concentrations of thyrotropin receptor autoantibodies (TSH-R-Ab) significantly declined in all patients (mean 15.3 IU/L versus 4.0 IU/L, 66% reduction, P&lt;0.001) and TSH-R-Ab levels normalized in four (27%). Thyroperoxidase and thyroglobulin autoantibodies significantly decreased in responders. Iscalimab rapidly reduced serum CXCL13 concentrations (94.1 pg./mL at baseline, 68.5 pg./mL, day 15, P&lt;0.001). Twelve (80.0%) patients reported at least one adverse event (AE). All treatment-related AE were mild or moderate and resolved by end of the study. <b>Conclusion</b>: Iscalimab was generally safe and clinically effective in a subgroup of hyperthyroid GD patients. Iscalimab should be tested further to understand better its potential therapeutic benefit.
DOI: 10.17632/7trcw3kfxd
title: Data Transactions Innercity Train Ticket Purchase by PT. KAI

description: This is data transaction of ticket purchases of innercity train category. Its help me to see the background issue related to the total ticket sales graph from Access application and others B2B applications.
DOI: 10.6084/m9.figshare.19753988.v1
title: Protective effect and mechanism of low P50 haemoglobin oxygen carrier on isolated rat heart

description: The protection of the isolated heart is very important in heart transplantation surgery, meanwhile, the ischaemia/reperfusion (I/R) of the isolated heart is the main cause of its damage. A timely supply of oxygen can significantly improve the prevention of myocardial ischaemia, however, the cardioprotective solution does not have an oxygen supply function. Haemoglobin Based on Oxygen Carriers (HBOCs) is a kind of nano-oxygen drug, which can effectively and timely supply oxygen to hypoxic organs and tissues. However, the oxygen-carrying and releasing capacity (P50) is different with different HBOCs. The aim of our study was to investigate whether STS (a kind of cardioprotective solution, St Thomas Solution) +different P50 HBOCs provide superior myocardial protection and decrease myocardial injury compared to only STS in rats Langendorff isolated heart perfusion model. The results showed that STS + HBOCs can improve cardiac function at 37 °C for 35 min and 120 min, and reduce myocardial infarctions, pathological changes, and apoptosis of cardiomyocytes, and the STS + low P50 HBOCs is more effective than the other two higher P50 HBOCs. We further demonstrated the outstanding protective effect of STS + low P50 HBOCs on cardiac function, reducing myocardial infarctions and apoptosis of cardiomyocytes in rat Langendorff isolated heart perfusion model.