cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/w3g68dj4d9
title: A brief introduction to PACIAE 4.0

description: Parton And-hadron China Institute of Atomic Energy (PACIAE) is a multipurpose Monte Carlo event generator developed to describe a wide range of high-energy collisions, including lepton-lepton, lepton-hadron, lepton-nucleus, hadron-hadron, hadron-nucleus, and nucleus-nucleus collisions. It is built based on the PYTHIA program, and incorporates parton and hadron cascades to address the nuclear medium effects. PACIAE 4.0 is the new generation of PACIAE model surpassing the version 3.0. In PACIAE 4.0, the old fixed-format FORTRAN 77 code has been refactored and rewritten by the free-format modern Fortran and C++ languages. The C++-based PYTHIA 8.3 is interfaced in, while previous versions connected to the Fortran-based PYTHIA 6.4 only. Several improvements are also introduced, which enable PACIAE 4.0 to contain more physics and features to model the high-energy collisions. This is the first attempt to transition PACIAE from Fortran to C++.
DOI: 10.17632/wvx5jmb579
title: Seniority2025

description: This data contains all the files necessary to replicate Wicht (2025): “Seniority and Sovereign Default: The Role of Official Multilateral Lenders,”
Journal of International Economics. The readme text file contains the details of the replication procedure.
DOI: 10.6084/m9.figshare.11341334.v1
title: See the attached file for 6 titles from Multimodality and the origin of a novel communication system in face-to-face interaction

description: Face-to-face communication is multimodal at its core: it consists of a combination of vocal and visual signalling. However, current evidence suggests that, in the absence of an established communication system, visual signalling, especially in the form of visible gesture, is a more powerful form of communication than vocalization, and therefore likely to have played a primary role in the emergence of human language. This argument is based on experimental evidence of how vocal and visual modalities (i.e. gesture) are employed to communicate about familiar concepts when participants cannot use their existing languages. To investigate this further, we introduce an experiment where pairs of participants performed a referential communication task in which they described unfamiliar stimuli in order to reduce reliance on conventional signals. Visual and auditory stimuli were described in three conditions: using visible gestures only, using non-linguistic vocalizations only and given the option to use both (multimodal communication). The results suggest that even in the absence of conventional signals, gesture is a more powerful mode of communication compared with vocalization, but that there are also advantages to multimodality compared to using gesture alone. Participants with an option to produce multimodal signals had comparable accuracy to those using only gesture, but gained an efficiency advantage. The analysis of the interactions between participants showed that interactants developed novel communication systems for unfamiliar stimuli by deploying different modalities flexibly to suit their needs and by taking advantage of multimodality when required.
DOI: 10.6084/m9.figshare.26391427.v2
title: <b>A Policy Proposal to Strengthen the Income Redistribution Function of the National Pension Scheme in South Korea: An Analysis of South Korea's 5th National Pension Comprehensive Plan (Draft)</b>

description: In this paper, we elucidate the income redistribution effects of the Korean Bend Points Scheme (KBPS) through micro-simulation analysis using individual data from the Korean Labor & Income Panel Study (KLIPS). In addition to examining the effects of introducing the KBPS into the current National Pension Scheme (NPS), we also consider the impact when this scheme is combined with the 5th National Pension Comprehensive Plan (Draft), announced by the Korea’s Ministry of Health and Welfare on October 30, 2023.
DOI: 10.60893/figshare.apl.28130615.v1
title: Supplement Number 1

description: Longer and more detailed description of this file
DOI: 10.17632/gd68pyj9f8
title: Data for: Osmoregulatory contributions of the corticotropin-releasing factor system in the intestine of Atlantic salmon

description: Supporting data for "Osmoregulatory contributions of the corticotropin-releasing factor system in the intestine of Atlantic salmon".

Tab 1: Effects of CRFa or UCN3 on in vitro rates of intestinal water, Cl, and Na absorption
Tab 2: Effects of CRFa or CRFa+ANT on in vitro rates of intestinal water, Cl, and Na absorption
Tab 3: CRF System Component Distribution in middle (m.int) and posterior (p.int) regions of the intestine
Tab 4: Effects of smolting on CRF System Component abundance in the middle (mid) and posterior (post) regions of the intestine
Tab 5: Effects of FW-to-SW transfer on CRF System Component abundance in the middle (mid) and posterior (post) regions of the intestine
Tab 6: Effects of SW-to-FW transfer on CRF System Component abundance in the middle (mid) and posterior (post) regions of the intestine
DOI: 10.17632/t4gw54s8k3
title: Multi-omics analysis reveals the associations between altered gut microbiota, metabolites, and immune functions during pregnancy

description: The metabolomics data and STORMS checklist
DOI: 10.17632/y4m8pnbh4j
title: Data for: Interventions for Paternal Perinatal Depression: A Systematic Review

description: This data file contains the results from a comprehensive systematic review of interventions addressing depression in men during the perinatal period.
DOI: 10.6084/m9.figshare.16674310.v1
title: P12

description: CCEP files for patient 12
DOI: 10.6084/m9.figshare.24257557.v1
title: Data

description: Signal degradation measures
DOI: 10.17632/86yst6346m
title: Data for: THE VALUE OF PERCUTANEOUS SHOULDER PUNCTURE WITH CONTRAST-ENHANCED ULTRASOUND IN DIFFERENTIATION OF SUBTYPES OF ROTATOR CUFF TEARS: A PRELIMINARY PROSPECTIVE STUDY

description: The research data is about the population characteristics, the results of imaging tests and arthroscopy in all 97 cases.
DOI: 10.6084/m9.figshare.7887083.v7
title: Postal recruitment for genetic studies of preterm birth: A feasibility study

description: Datasets and files pertaining to the study: Postal recruitment for genetic studies of preterm birth: A feasibility study
DOI: 10.17632/2jxm8n2zrd
title: Data for: Intellectual capital efficiency and ICT firm value in Nigeria and South Africa – The intervening effect of profitability

description: The dataset consists of data on a range of variables including share price, human capital efficiency (HCE), structural capital efficiency (SCE), capital employed efficiency and return on assets (ROA). By structure, the dataset is a yearly time-series-cross-sectional data (with n=28; t=10).
DOI: 10.17632/ngb6hhyhvt
title: Dicloxacillin OCP, EIS and PDP data

description: OCP, EIS and PDP data in .mat format, for the evaluation of dicloxacillin as corrosion inhibitor on X65 steel in 1M HCl.
DOI: 10.17632/zfbmp55mbn
title: MT data for: The interaction between active crustal faults and volcanism: A case study of the Liquiñe-Ofqui Fault Zone and Osorno volcano, Southern Andes, using magnetotellurics

description: Magnetotelluric transfer functions in Egbert format, processed directly from the time series measured in the field.
DOI: 10.6084/m9.figshare.11578020.v1
title: MOESM2 of Proteomic analysis reflects an environmental alkalinization-coupled pH-dependent mechanism of regulating lignocellulases in Trichoderma guizhouense NJAU4742

description: Additional file 2. The identification and quantification results of all the proteins from different treatments.
DOI: 10.6084/m9.figshare.23652465.v1
title: Datasets-Convenience yield, inventory and crude oil prices

description: The dataset includes monthly WTI crude oil spot and futures prices with the shortest maturity contracts (one-month, two-month, and three-month futures contracts), the US Ending Stocks of Crude Oil and Petroleum Products in thousands of barrels. All the datasets were sourced from US EIA, except for the three-month US treasury bill dataset sourced from the Federal Reserve Economic Data of St. Louis Federal Bank.
DOI: 10.6084/m9.figshare.25226366.v2
title: HVSMR-2.0 (cropped)

description: <b>HVSMR-2.0: A 3D cardiovascular MR dataset for whole-heart segmentation in congenital heart disease</b>Patients with congenital heart disease often have cardiac anatomy that deviates significantly from normal, frequently requiring multiple heart surgeries. Image segmentation from a preoperative cardiovascular magnetic resonance (CMR) scan would enable creation of patient-specific 3D surface models of the heart, which have potential to improve surgical planning, enable surgical simulation, and allow automatic computation of quantitative metrics of heart function. However, there is no publicly available CMR dataset for whole-heart segmentation in patients with congenital heart disease. Here, we release the HVSMR-2.0 dataset, comprising 60 CMR scans alongside manual segmentation masks of the 4 cardiac chambers and 4 great vessels. The images showcase a wide range of heart defects and prior surgical interventions. The dataset also includes masks of required and optional extents of the great vessels, enabling fairer comparisons across algorithms. Detailed diagnoses for each subject are also provided. By releasing HVSMR-2.0, we aim to encourage development of robust segmentation algorithms and clinically relevant tools for congenital heart disease.<i>cropped</i>: Manually cropped CMR images <i>pat#_cropped.nii.gz</i>, without image normalization, with corresponding whole-heart segmentations <i>pat#_cropped_seg.nii.gz</i> and endpoints files <i>pat#_cropped_seg_endpoints.nii.gz</i>.
DOI: 10.6084/m9.figshare.7375442.v1
title: Raw sperm viability data and Figure S1 from Impact of immune activation on stored sperm viability in ant queens

description: Ant queens mate on a single occasion early in life and store millions of sperm cells in their spermatheca. By carefully using stored sperm to fertilize eggs, they can produce large colonies of thousands of individuals. Queens can live for decades and their lifetime reproductive success is dependent on their ability to keep stored sperm alive. Maintaining high sperm viability requires metabolic energy which could trade-off with other costly processes such as immunity. We tested the impact of immune activation on the survival of stored sperm by prompting <i>Lasius niger</i> ant queens to mount a melanization response and subsequently measuring sperm viability in their spermatheca. Since queens face different challenges that influence energy allocation depending on the life stage of their colony, we measured sperm viability after immune activation in both newly mated queens (incipient) and in queens 1 year after mating (established). We found that immune activation reduced sperm viability in established queens but not in incipient queens, showing that the cost of immunity on sperm preservation depends on the life stage. Unexpectedly, established queens had significantly higher sperm viability in their spermatheca compared to incipient queens suggesting that ant queens are able to remove dead sperm from their spermatheca.
DOI: 10.17632/vdgfhfnr26
title: Amazigh Linguistic Dataset: Part-of-Speech Tagging, Named Entity Recognition, and Parallel Corpus (Tifinagh-English)

description: This dataset is a comprehensive linguistic resource for the Amazigh (Berber) language, focusing on three key components: Part-of-Speech (POS) tagging, Named Entity Recognition (NER), and a parallel corpus of Amazigh sentences in Tifinagh script with their English translations. The dataset is designed to support research in natural language processing (NLP), computational linguistics, and machine translation for the Amazigh language, which is historically underrepresented in digital and linguistic resources.
DOI: 10.17632/x6kkjp7xyv
title: CITE-seq data from Domizi, P et al. Nat Commun. 2025. IKAROS facilitates antigen escape in the face of CD19- and CD22-targeted therapies for B-cell malignancies.

description: Single cell RNA and antibody tag sequencing data from healthy BM and B-ALL PDX samples from pre- or post- CD19-directed CAR T cells (Patient ID: CR2, CR4, CR6, Neg2, Neg5, Neg11).
Samples were thawed and rested at 37 °C for 30 min. Then cells were filtered through cell strainer size 35 µm and centrifuged at 350g for 5 min. Cells were resuspended in 1 ml of Stain Buffer (BD Biosciences) and blocking was performed with Human Fc Block (BD Biosciences) following the manufacturer's instructions. To enrich for Lin−/ B+ fraction, samples were incubated with biotin-conjugated antibodies (Supplementary Table 3) for 30 min. Cells were washed with Stain Buffer and then incubated with BD Streptavidin Particles Plus (BD Biosciences) at the manufacturer's recommended concentration for 30 min at RT. Particle-labeled cells were placed in a magnetic holder for 6 min. The supernatant was transferred to a new tube and placed back in the magnetic holder for an additional round of depletion and supernatant recovery. Cells from the supernatant were then pelleted by centrifugation at 350g for 5 min. 

Lin-/ B+ fraction was resuspended in 180 µl of Stain Buffer supplemented with a mix of BD AbSeq oligo conjugated antibodies against CD19, CD20, CD24, CD34, CD38, CD45, CD127, and IgM (BD Biosciences, Supplementary Table 3). Then, each sample was labelled with the Human Single Cell Sample Multiplexing kit (BD Biosciences) and incubated at RT for 30 min. Cells were washed twice with Stain Buffer and resuspended in Sample Buffer (BD Biosciences). Cell number was counted with Countess II Cell Counter (Thermo Fisher Scientific). A total of 50,000 cells (12,500 cells per sample, up to 4 samples) were pooled together, and single cells were isolated in a BD Rhapsody cartridge using BD Rhapsody Express Single-Cell Analysis System (BD Biosciences). We included one healthy BM reference sample within each cartridge to control for batch effects. A total of 3 cartridges were used in this study. For each cartridge, we followed the manufacturer’s instructions to prepare whole transcriptomic, antibody tag, and sample tag libraries using the Whole Transcriptome Analysis (WTA) Amplification Kit (BD Biosciences). Libraries from the same cartridge were indexed with identical Illumina sequencing adapters. Final libraries were pooled together sequencing on a NovaSeq 6000 sequencer (Illumina) at MedGenome (Foster City, CA, USA) with paired-end 100 base pair (bp) reads. Fastq files were processed through the Rhapsody analysis pipeline (BD Biosciences) on the Seven Bridges platform (https://www.sevenbridges.com) following the manufacturer’s recommendations. Reads were mapped to the hg38 reference genome using bowtie2. Files deposited here contain expression matrices of recursive substation error correction (RSEC) adjusted molecule counts per cell in a CSV format.
DOI: 10.17632/z5y9y7cbmk
title: Hybrid Routing Algorithm

description: The new technique presented is effectively a hybrid of EM and dynamic routing algorithms, with the coupling coefficients changed using both the EM update rule and the dynamic routing update rule. The code and explanations are enclosed
DOI: 10.6084/m9.figshare.27174759.v1
title: MIE Articles Dataset

description: This dataset contains 4606 articles from 1996 to 2024 that were presented in <b>MIE </b>(Medical Informatics Europe Conference) conferences. This data was extracted from <b>PubMed </b>and topic extraction and affiliation parsing were done on it.<b>Field Descriptions:</b><br><br><b>title</b>: The full title of the article <br><b>year</b>: The publication year of the article <br><b>publisher</b>: The name of the publisher or journal <br><b>journal_issn</b>: The International Standard Serial Number (ISSN) of the journal <br><b>language</b>: The language of the article (e.g., "eng" for English) <br><b>doi</b>: The Digital Object Identifier of the article, if available <br><b>pmid</b>: The PubMed ID of the article <br><b>citation_count</b>: The number of times the article has been cited <br><b>IOSPressVolume</b>: The volume number in the IOS Press publication series <br><b>publication_type</b>: The type of publication (e.g., "Journal Article") <br><b>authors</b>: A list of the authors' names <br><b>keywords</b>: A list of keywords associated with the article in PubMed <br><b>topics</b>: The first 10 topics extracted through an unsupervised topic extraction mechanism <br><b>affiliation_countries</b>: The countries associated with the authors' affiliations, extracted using the described algorithm <br><b>affiliations</b>: The list of authors' affiliations <br>
DOI: 10.6084/m9.figshare.27625977.v2
title: Genome assembly and annotation files of Mactra antiquata

description: Genome assembly and annotation files of <i>Mactra antiquata</i>
DOI: 10.6084/m9.figshare.28308650.v1
title: NMR results for Figure S4B.zip

description: The synthetic route of PLGA-PEG-cRGD and the <sup>1</sup>H-NMR spectrum of cRGD peptide (CNPRGDY(OEt)RC) and PLGA-PEG-cRGD.
DOI: 10.17632/h5rcnxpk8w
title: Management of hyperglycaemia in type 2 diabetes. Consensus report ADA/EASD 2018 and update 2022  

description: Details of the systematic search
DOI: 10.17632/kmv5dx26g8
title: Authors By Faculty

description: This is a new dataset.
DOI: 10.6084/m9.figshare.25361383.v3
title: Maucieri_etal_inreview

description: Manuscript in review
DOI: 10.6084/m9.figshare.28707218.v2
title: Calcium Imaging Dataset

description: Calcium Imaging Dataset used in the paper: Preserving Spatial and Quantitative Information in Unpaired Biomedical Image-to-Image Translation
DOI: 10.6084/m9.figshare.28796210.v1
title: 用于年龄自适应识别的多模态语音数据集：老年和年轻用户的语音样本

description: This dataset was created to support a study aimed at improving Automatic Speech Recognition (ASR) performance for elderly users through multimodal acoustic feature analysis and deep learning techniques. It contains balanced and standardized speech samples from both elderly and young speakers. Each sample has been preprocessed and annotated, with key acoustic features extracted, including pitch, speech rate, clarity, pauses, and loudness.<br>The dataset was used to train and evaluate a Convolutional Neural Network (CNN)-based speech classification model. Experimental results showed that the model using multimodal feature inputs significantly outperformed the model using only single features such as MFCC, in terms of classification accuracy, precision, recall, and F1 score.<br>This dataset provides important data support for designing elderly-friendly speech interaction systems and serves as a valuable resource for research on speech differences across age groups.
DOI: 10.17632/bvt5swtc5h
title: Human neuronal networks on micro-electrode arrays are a highly robust tool to study disease-specific genotype-phenotype correlations in vitro

description: Micro-electrode arrays (MEAs) are increasingly used to characterize neuronal network activity of human induced pluripotent stem-cell (hiPSC)-derived neurons. Despite their gain in popularity, MEA recordings from hiPSC-derived neuronal networks are not always used to their full potential in respect to experimental design, execution and data analysis. Therefore, we benchmarked the robustness and sensitivity of MEA-derived neuronal activity patterns derived from ten healthy individual control lines. We provide recommendations on experimental design and analysis to achieve standardization. With such standardization, MEAs can be used as a reliable platform to distinguish (disease-specific) network phenotypes. In conclusion, we show that MEAs are a powerful and robust tool to uncover functional neuronal network phenotypes from hiPSC-derived neuronal networks, and provide an important resource to advance the hiPSC field towards the use of MEAs for disease-phenotyping and drug discovery.
DOI: 10.17632/fywnj597d8
title: Aalto Gear Failure Dataset 3012Hz

description: Replicated gear failure dataset for rotary machinery, specifically azimuthing thruster. Dataset consisting of vibrational data.
The data has been collected using an 9:1 scaled azimuth thruster testbench with 11 sensors; 2 torque transducers, 4 accelerometers and 5 rotational encoders. 2 Bosch Rexroth motors used to drive and simulate load on the system. The sensors and motors were hooked up to National Instruments DAQs and LabVIEW software was used to control the whole system. Failures were recreated using different methods to represent real failure mode. Data in this dataset has been collected using a sampling frequency of 3012Hz
DOI: 10.17632/g3pncgr779
title: A general multi-configuration Hartree-Fock program

description: Title of program: MCHF77 Catalogue Id: ACYA_v1_0 Nature of problem Numerical non-relativistic Hartree-Fock results are determined within the multi-configuration approximation for atoms in a bound state. Versions of this program held in the CPC repository in Mendeley Data ACYA_v1_0; MCHF77; 10.1016/0010-4655(78)90057-7 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.6084/m9.figshare.26311939.v1
title: Wilson et al Supplemental Table 3

description: Supplemental Table 3 for "Elongation factor 1A1 inhibition elicits changes in lipid droplet size, the bulk transcriptome, and cell type-associated gene expression in MASLD mouse liver"
DOI: 10.17632/ffbjy78ndb
title: Nigeria COVID-19 dataset

description: The data are recorded daily from the situation reports by NCDC on COVID-19 new cases in Nigeria from June 1, 2020, to August 31, 2020. The COVID-19 dataset used for this research was automatically mined every 24 hours from the official NCDC websites http://covid19.ncdc.gov.ng/. The data covers a period of ninety-two (92) days. The dataset contains 92 time-series data points. Regularly updated case numbers are available https://ourworldindata.org/coronavirus-testing-source-data?
DOI: 10.6084/m9.figshare.13200500.v1
title: PPC data - trial-shuffled - encoding

description: This dataset belongs to the Collection:<br>ter Wal, Marije; Linde Domingo, Juan; Lifanov, Julia; Roux, Frederic; Kolibius, Luca; Gollwitzer, Stephanie; et al. (2020): Data for: Theta rhythmicity governs the timing of behavioural and hippocampal responses in humans specifically during memory-dependent tasks. figshare. Collection. https://doi.org/10.6084/m9.figshare.c.5192567<br><br><br>The dataset contains the following data:<br>Trial label-shuffled PPC data (100 repetitions) from hippocampal microwire recordings from 10 iEEG patients while they performed the encoding phase of a memory task.<br>The PPC data have been fully anonymized to protect the identity of the patients: information that could reveal the implantation scheme of specific patients has been removed. To this end, the original channel labels have been removed and replaced by bundle IDs.<br>For more details about the data please see the Collection.<br><br>
DOI: 10.6084/m9.figshare.21085039.v1
title: Expression of MAP-2, GFAP, and Calcium in CA3 area of a modified Organotypic Hippocampal Slice Culture Treated with Kainic Acid

description: Neurodegeneration due to neurotoxicity is one of the phenomena in temporal lobe epilepsy. Experimentally, hippocampal excitotoxicity process can occur due to kainic acid exposure, especially in the CA3 area. Neuronal death, astrocyte reactivity and increased calcium also occur in hippocampal excitotoxicity, but few studies have investigated immediate effect after kainic acid exposure. The organotypic hippocampal slice culture (OHSC) is a useful model for studying the neurodegeneration process, but there are still many protocol differences. In this study, minor modifications were made in the OHSC protocol.
DOI: 10.17632/dww54yfmtt
title: BIG-600K (Part 2)

description: Paper: BRIDGE: A Multi-organ Foundation Model for Bridging Histology Images to Spatial Transcriptomics
Authors: Zhuo Liang , Weiqin Zhao , Fuying Wang , Guangyong Chen , Yuanhua Huang , Lequan Yu