cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/2nmnjx66w7
title: Imaging the effect of the circadian light-dark cycle on the glymphatic system in awake rats

description: The glymphatic system functions in the removal of potentially harmful metabolites and proteins from the brain. Dynamic, contrast-enhanced magnetic resonance imaging was used in fully awake rats to follow clearance entrained to the light-dark cycle and its relationship to the sleep-waking cycle, blood flow and brain temperature in specific brain areas. Brain areas involved in circadian timing and sleep-wake rhythms showed high clearance or low accumulation of contrast agent during the light phase or time of inactivity and sleep in rats. Global brain clearance was heterogeneous. Clearance was lowest along the dorsal cerebrum and highest in the midbrain/pons and along the ventral surface of the brain. This heterogenous distribution of clearance paralleled the gradients and regional variations in brain temperatures reported in the literature for awake animals. 3D Quantitative Ultra-Short Time-to-Echo Contrast Enhanced imaging was used to reconstruct small, medium, and large arteries and veins in the rat brain and revealed areas of highest clearance overlapped with this macrovasculature. This study raises new questions and theoretical considerations on the impact of the light-dark cycle, brain temperature and blood flow on the function of the glymphatic system.
DOI: 10.17632/bz47sbmtw2
title: Kidney repair through chemically-induced re-establishment of renal tubular epithelial cell identity

description: All data for Kidney repair through chemically-induced re-establishment of renal tubular epithelial cell identity
DOI: 10.17632/ffsthxyp4d
title: Goldenhar-CFID: A Novel Dataset for Craniofacial Anomaly Detection in Goldenhar Syndrome

description: The Goldenhar Syndrome Craniofacial Image Dataset (Goldenhar-CFID) is a high-resolution dataset designed for the automated detection and classification of craniofacial abnormalities associated with Goldenhar Syndrome (GS). It comprises 4,483 images, categorized into seven distinct classes of craniofacial deformities. This dataset serves as a valuable resource for researchers in medical image analysis, deep learning, and clinical decision-making.
Dataset Characteristics:
Total Images: 4,483
Number of Classes: 7
Image Format: JPG
Image Resolution: 640 x 640 pixels
Annotation: Each image is manually labeled and verified by medical experts
Data Preprocessing: Auto-orientation and histogram equalization applied for enhanced feature detection
Augmentation Techniques: Rotation, scaling, brightness adjustments, flipping, and contrast modifications
Categories and Annotations
The dataset includes images categorized into seven craniofacial deformities:
Cleft Lip and Palate – Congenital anomaly where the upper lip and/or palate fails to develop properly.
Epibulbar Dermoid Tumor – Benign growth on the eye’s surface, typically at the cornea-sclera junction.
Eyelid Coloboma – Defect characterized by a partial or complete absence of eyelid tissue.
Facial Asymmetry – Uneven development of facial structures.
Malocclusion – Misalignment of the teeth and jaws.
Microtia – Underdeveloped or absent outer ear.
Vertebral Abnormality – Irregular development of spinal vertebrae.
Dataset Structure and Splitting
The dataset consists of four main subdirectories:
Original – Contains 547 raw images.
Unaugmented Balanced – Contains 210 images per class.
Augmented Unbalanced – Includes 4,483 images with augmentation.
Augmented Balanced – Contains 756 images per class.
The dataset is split into:
Training Set: 80%
Validation Set: 10%
Test Set: 10%
DOI: 10.17632/b8phfcsync
title: RESEARCH DATA IN PALEOBOTANY: thin petrographic fossil wood slides dataset

description: Objective: The study aims to disseminate and analyze the collection of fossil wood stored in the collection of thin slides sections of the paleobotany collection of the Department of Paleontology and Stratigraphy of the Institute of Geosciences of a University in southern Brazil. Thin sheets of petrified wood are described, while research data used for research in Geosciences, specifically, seeks to compose a model for the use of this type of sheet in paleobotany, allowing to visualize its representativeness in studies published in 40 years, will be obtained the anatomical characteristics of fossil woods and aiming to define their systematic affinities as a specific typology of research data in Geosciences.
Methods: The methodology involves interviewing a paleobotany specialist and using different techniques applied in metric studies to map their scientific production. Thus, a dataset of (20) thin slides sections of petrified fossil wood used in the study Stressing environmental conditions in the “petrified forest” from the Mata Sequence in the Triassic context of the Paraná Basin published by the Journal of South American Earth Sciences, according to (DOI: 10.1016/j.jsames.2023.104415). According to the methodology used, these thin petrified wood sheets have the potential to identify paleoclimatic signatures based on the anatomical characteristics of fossil wood. In addition to this case study, which represents a collection of more than (2.000) thousand blades of fossil wood and about 40 years of research, this paleobotany collection of the Department is reused in methodology classes. It comprises a database of research physicists that provides information about anatomical features, systematic affinities, paleoclimatic conditions, and paleoenvironmental insights. 
Potential for reuse: Its reuse, registration, storage, identification, and preservation of thin sections as a type of research data used by paleobotany aims to improve the methodology associated with the organization of a physical database of the institution. The research data, and blades of fossil wood, are being digitized, and soon, all will be available under the CC BY 4.0 license in the Mendeley Data repository, according to the sample described here in this data paper. (doi: 10.17632/b8phfcsync.2) and may be reused by optical and electronic scanning microscopy software.
DOI: 10.17632/z54hcs3yvz
title: Raw dataset of Sardinian wild boar spatial location for the study "Behavioural responses to temporal variations of human presence: insights from an urban adapter"

description: The following document contains raw spatial locations collected by means of GPS telemetry on free-ranging wild boar in Sardinia (Italy) from 2017 to 2019, used in the study entitled "Behavioural responses to temporal variations of human presence: insights from an urban adapter". The excel is composed of three sheets: 
#1 individual metadata, #2 GPS spatial locations, and #3 legend.
DOI: 10.6084/m9.figshare.28927586.v1
title: Modular divergent arene functionalization via regioselective differential 1,2-diborylation

description: Computational output files of the structure optimization, frequency and single point calculations
DOI: 10.17632/38wx9vs7bt
title: Investigating the Relationship Between Core Strength and Flight Time During Vertical Jumps in Recreational Players

description: Core strength is widely believed as a crucial factor in athletic performance, particularly in activities requiring explosive movements like vertical jump, but its direct correlation with flight time during vertical jumps has not been extensively studied in recreational players (e.g. basketball, volleyball and badminton). Understanding this relationship could provide valuable insights into training strategies that enhances jump performance, reduce injury risk and enhance overall athletic ability. This current study is aimed to find out the correlation between core strength and flight time during vertical jump in recreational players.
80 male and female recreational volleyball, basketball and badminton players aged between 17-26 years, playing from at least last 6 months with no history of any injury were participated in this study. Subjects were asked to perform sit-ups, repetitive arch-up test, prone planks for core strength and sergeant jump test for vertical jump, Spearman correlation coefficient test was used to measure the correlation between the variables.
DOI: 10.17632/6sh3wthfdk
title: Publications on the Micro credit research

description: All 552 publications on the topic of the Micro credit on Scopus from 1994-2021!
DOI: 10.17632/79bmb9vkwk
title: Commodity Prices and Weather Data in Kota Singkawang

description: This dataset contains historical data on chili prices and weather conditions in Kota Singkawang. It includes monthly records of various chili prices, shallot and garlic prices, rainfall levels, number of rainy days, and inflation rates. This dataset is a cleaned and merged version of several publicly available datasets from Statistics Indonesia (BPS). See the attached README file for detailed sources and descriptions. 

This Data is associated to the paper "PREDICTION OF FOOD COMMODITY PRICES IN KOTA SINGKAWANG USING MACHINE LEARNING: A COMPARATIVE STUDY OF RANDOM FOREST, LINEAR REGRESSION, AND XGBOOST" by Lestari, D. , Bangun, E., Gaol, F. and Matsuo, T.
DOI: 10.6084/m9.figshare.28920459.v2
title: CircMYO9A inhibits influenza A virus replication by dampening haemagglutinin cleavage via increasing SERPINE1/PAI-1 expression

description: Circular RNAs (circRNAs) represent a class of widespread and diverse covalently closed circular endogenous RNAs that play critical roles in regulating gene expression in mammals. However, the roles and regulatory mechanisms of circRNAs during influenza A virus (IAV) infection remain largely unexplored. In this study, we screened the circRNA transcription profiles of WSN-infected cells to identify circRNAs involved in viral replication and identified a novel differentially expressed circular RNA, circMYO9A. Mechanistically, circMYO9A acts as a competing endogenous RNA (ceRNA) for SERPINE1/PAI-1 by sponging miR-6059-3p, thereby increasing SERPINE1/PAI-1 expression, which restricts IAV haemagglutinin cleavage and subsequently reduces the infectivity of progeny viruses. Importantly, our findings demonstrate that circMYO9A significantly inhibits viral replication in the lungs of infected mice, potentially increasing their survival during IAV infection. These results demonstrate that circRNAs play crucial roles in inhibiting IAV replication and provide novel insights into potential therapeutic strategies involving circRNAs.
DOI: 10.6084/m9.figshare.5401633.v2
title: McClung and Reicher 'Representing Other Minds' data

description: Data on mental state reference in pairs' conversations and written descriptions of each other <br>
DOI: 10.6084/m9.figshare.6974321.v13
title: Evacuation Videos Database

description: Emergency evacuations. 126 publicly available videos in which people are or should be evacuating. Sources: YouTube & news sites. <br>See detailed information about the videos and data collection method in the excel file: vanderWal2020-details-onlinerepository.xlsx<br>A few videos could not be uploaded to figshare, please see excel file for the source to download yourself or request complete set in a zip file (also could not upload the zip file to figshare).
DOI: 10.6084/m9.figshare.22795805.v1
title: WMI_AD

description: EEG source space connectivity matrices of AD patientes computed with weighted mutual information (WMI)
DOI: 10.17632/8stfvs9gbz
title: Assessment of diagnosis and treatment practices of diarrhoea in children under five in Maputo-Mozambique

description: These data will be deposited in SPSS version 23 format, they are coded, they were collected in Portuguese and all variables were translated into English to facilitate the perception.
The data show the place of collection, the date of collection, the initial letters of the person who collected it, date of admission to the health units, place of origin of the patient, gender, age in months of the patient, signs and symptoms, laboratory tests performed, diagnosis and treatment prescribed in health units. For data interpretation, tables were built according to the study objectives.
DOI: 10.17632/53j6hyn99g
title: Synthetic dataset for cross-lingual text reuse detection evaluation

description: The evaluation dataset for the cross-lingual text reuse detection task.
The dataset was prepared for the article "Cross-language plagiarism detection: a case study of European languages academic works".

The dataset contains collections for reuse search (articles from Wikipedia) and documents with translated text passages for 3 language pairs.

Each synthtic document is represented by text and markup in XML format.
For the evaluation please use the PAN evaluation tool from https://pan.webis.de/clef11/pan11-web/external-plagiarism-detection.html.
DOI: 10.6084/m9.figshare.5122492.v1
title: Supplementary Material for: Aortic Regurgitation and Coronary Microfistulae: Double Jeopardy Causing Myonecrosis

description: We describe a 3-case series of patients with a rare combination of mild-to-moderate aortic regurgitation and coronary microfistulae but nonobstructed epicardial coronary arteries who presented with symptoms of unstable angina and had confirmed myonecrosis. A plausible pathophysiological mechanism for this phenomenon and its clinical implication are discussed.
DOI: 10.17632/7v42wc7rdx
title: Electrode temperature and current dataset for thermal compression bonding processes

description: V1: This data is the temperature and current data of the optimal welding parameters of the thermal compression bonding electrode: the initial electrode temperature of 80 ℃, the temperature rise time of 500 ms, the holding time of 4000 ms, which can be used for the crack simulation of the thermal compression bonding electrode to obtain simulation data,
V2: A batch of thermal compression bonding electrodes of the same specification was customized and initial defects of different lengths oriented towards the upper right 58° direction and in the range of 0.0-3.0 mm at intervals of 0.1 mm were preset at the location of crack initiation using the wire-cutting method with a wire diameter of 0.2 mm, and a total of 31 weld heads were produced. The initial temperature of the test electrodes ranged from 80-130 °C. The initial temperature of the test electrodes was set at 5 °C intervals. At 5 °C intervals, 11 data were measured under each defect length weld head, and a total of 341 data were measured for the 31 customized weld heads. This data can be used to predict the prediction of the electrode current profile for thermal compression bonding.
DOI: 10.17632/bd79zjw4z3
title: Pedagogía control simbólico e identidad

description: Tomando como punto de partida los vertiginosos cambios que se están produciendo en la cultura, el lenguaje y el capital, y que se
han abordado de manera tradicional, el autor emprende, desde la sociología de la educación, un análisis sistemático sobre el control simbólico, las reconceptualizaciones y re-enmarcaciones del discurso y la identidad, en relación con las escuelas y las aulas como sistemas institucionales.
DOI: 10.17632/brgzpd5wj4
title: Data for Machine Learning-aided Computational Fragment-based Design of Small Molecules for Hypertension Treatment

description: The study sought to develop a machine learning-aided computational drug discovery system to generate new lead drug molecules for hypertension treatment by targeting the renin-angiotensin-aldosterone system (RAAS).
The main agents that act on the RAAS are commonly classified as Angiotensin-Converting Enzyme Inhibitors (ACEIs) or Angiotensin II Receptor Blockers (ARBs), therefore, the objective was to generate new lead ACEIs and ARBs to treat hypertension through the RAAS.

As a result, we developed a seven (7) phase computational fragment-based drug design system aided by machine learning, which guides the process of using existing hypertension molecules as the basis for discovering new hypertension lead (candidate) molecules. 

The output of this study was a dataset of newly generated lead Angiotensin-Converting Enzyme Inhibitor (ACEI) and Angiotensin II Receptor Blocker (ARB) molecules. 

The Input Data folder below contains all the files that were used to generate this dataset, which can be found in the Output Data folder below.
DOI: 10.17632/thssskwntd
title: Dataset of 622 Rectangular Concrete-filled steel tube columns

description: This dataset was compiled from various experimental results of rectangular concrete-filled steel tube columns (RCFST). It is applicable in the prediction of compressive strength of such columns using seven input variables, which included depth of column (H), width of column (B), thickness of steel tube (t), length of column (L), yield stress of steel (fy), and compressive strength of concrete (f'c) and loading eccentricity (et). In the database, the length of column is up to 4500 mm, while the maximum value of column height is 360 mm. In terms of material properties, the compressive strength of concrete varies in the range of 10 to 183 MPa and the yield stress of streel ranges from 194 MPa to 835 MPa.
DOI: 10.17632/4w6jk5cf5h
title: Fifty-four reference databases of drinking water pathogens

description: Fifty-four pathogen (listed in World Health Organisation (2017) and NHMRC, NRMMC (2011)) reference databases, each representing a pathogenic species.
DOI: 10.17632/dw32v5yy74
title: dengue-epidemic

description: This dataset describes online news text with topic 'Dengue Epidemic'. This dataset contains the sources of the news and sentences collection for each news. We get this dataset from 14 online news websites (BBC, CNA, CNN, FOX News, Huffing Post, Medical News, National Geographic, NYTimes, Stuff, The Guardian, Times of India, USA today, WHO, and Yahoo News). First we crawling URLs of online news by using Python. Since the text still in HTML format, we decide to clean the HMTL elements on the text. After get the URLs, we use wget to download online news text from the URLs. Then we separate the sentences of each online news text and we save in Excel format. We also provide the dataset in .csv format.
DOI: 10.17632/rsjd5bjs4c
title: Respiratory complications in pediatric epidermal necrolysis: a retrospective study of 22 cases

description: Supplementary material
DOI: 10.17632/4gw5r25wtz
title: Dataset for the high temperature GHP uncertainty paper

description: Dataset for paper "Uncertainty in thermal conductivity measurement on insulation material at high temperatures using guarded hot plate apparatus" (submitted to International Journal of Heat and Mass Transfer)

This is microsoft excel spreadsheet comprises five worksheets:

First tab: raw data for thermocouple calibration (Section 2.2)
Second tab: raw data used to find auxiliary temperature setting (Section 2.3)
Third tab: main measurement results for five different thermal configurations, and uncertainty analysis (Sections 2.4, 2.5, 3.1, 3.3)
Fourth tab: Thermal expansion of Haynes 230 (Section 3.2)
Fifth tab: Uncertainty budget (Section 3.4)
DOI: 10.17632/y9x9hvv8k2
title: Electoral Results of the 1992 Albanian Parliamentary Elections

description: This database presents the results of the March 22, 1992 parliamentary elections in Albania, providing a comprehensive overview of the electoral outcomes of this significant political event. The data contained in this database is an invaluable resource for researchers studying the political history of Albania and the development of its democratic process.
DOI: 10.17044/scilifelab.14315483.v1
title: SARS-CoV-2 Wastewater Data from Stockholm, Sweden

description: The dataset is part of a research study lead by associate professor Zeynep Cetecioglu Gurol and colleagues (KTH Royal Institute of Technology), is a collaboration between the SciLifeLab COVID-19 National Research Program and Chemical Engineering and Protein Science departments at KTH, in close collaboration with Stockholm Vatten och Avfall and the Käppala Association.<br>The sampling of wastewater, started in mid-April 2020, from Bromma, Henriksdal, and Käppala wastewater treatment plants (WWTP). These treatment plants receive wastewater from a population of approximately 360,000; 860,000 and 500,000, respectively.After concentration, filtering, and preparation, the samples are analyzed using RT-qPCR technique for SARS CoV-2 RNA. Primers of the nucleocapsid (N) gene were used to detect the SARS-COV-2 gene (previously used and verified by Medema and colleagues (2020). In some cases, the raw wastewater has been frozen at –20 degrees, and concentrated wastewater or purified RNA have been stored at -80 C before the next analysis step was carried out. The concentration method used by prof. Zeynep Cetecioglu Gurol and her colleagues is based on their published study (Jafferali and colleagues, 2021). The gene copy nr / week is presented standardized for Bovine coronavirus (BCoV) and Pepper Mild Mottle Virus (PPMoV)For more information see https://www.covid19dataportal.se/data_types/environment/wastewater/ The dataset started week 16 2020 and updates weekly. The dataset is available as part of the Environmental Virus Profiling data section "The amount of SARS-CoV-2 virus in wastewater across Sweden" https://www.covid19dataportal.se/data_types/environment/wastewater/#stockholmon the Swedish COVID-19 Data Portal (https://covid19dataportal.se ).
DOI: 10.6084/m9.figshare.23675040.v1
title: PLAS-20k: Extended Dataset of Protein-Ligand Affinities from MD Simulations for Machine Learning Applications

description: The creation of the PLAS-20K dataset was primarily motivated by the need for high-quality datasets that can support the development of advanced algorithms and drive significant advancements in drug development. The PLAS-20K dataset comprises a diverse collection of protein-ligand (PL) complexes, comprising 19500 protein-ligand complexes, and their corresponding binding affinities, derived from an extensive collection of 97,500 independent molecular dynamics simulations.
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DOI: 10.6084/m9.figshare.8792606.v1
title: Multiple origins of reverse transcriptases linked to CRISPR-Cas systems

description: Prokaryotic genomes harbour a plethora of uncharacterized reverse transcriptases (RTs). RTs phylogenetically related to those encoded by group-II introns have been found associated with type III CRISPR-Cas systems, adjacent or fused at the C-terminus to Cas1. It is thought that these RTs may have a relevant function in the CRISPR immune response mediating spacer acquisition from RNA molecules. The origin and relationships of these RTs and the ways in which the various protein domains evolved remain matters of debate. We carried out a large survey of annotated RTs in databases (198,760 sequences) and constructed a large dataset of unique representative sequences (9,141). The combined phylogenetic reconstruction and identification of the RTs and their various protein domains in the vicinity of CRISPR adaptation and effector modules revealed three different origins for these RTs, consistent with their emergence on multiple occasions: a larger group that have evolved from group-II intron RTs, and two minor lineages that may have arisen more recently from Retron/retron-like sequences and Abi-P2 RTs, the latter associated with type I-C systems. We also identified a particular group of RTs associated with CRISPR-<i>cas</i> loci in clade 12, fused C-terminally to an archaeo-eukaryotic primase (AEP), a protein domain (AE-Prim_S_like) forming a particular family within the AEP proper clade. Together, these data provide new insight into the evolution of CRISPR-Cas/RT systems.