cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.20013523.v1
title: Application of a semiautomatic classifier for modic and disk hernia changes in magnetic resonance

description: OBJECTIVE: Early detection of degenerative changes in lumbar intervertebral disc by magnetic resonance imaging in a semiautomatic classifier for prevention of degenerative disease. METHOD: MRIs were selected with a diagnosis of degenerative disc disease or back pain from January to May 2014, with a sample of 23 patients and a total of 170 disks evaluated by sagittal T2 MRI image, first evaluated by a specialist physician in training and them were introduced into the software, being the results compared. RESULTS: One hundred and fifteen discs were evaluated by a programmed semiautomatic classifier to identify MODIC changes and hernia, which produced results "normal or MODIC" and "normal or abnormal", respectively. With a total of 230 readings, of which 141 were correct, 84 were reading errors and 10 readings were undiagnosed, the semiautomatic classifier is a useful tool for early diagnosis or established disease and is easy to apply because of the speed and ease of use; however, at this early stage of development, software is inferior to clinical observations and the results were from around 65% to 60% certainty for MODIC rating and 61% to 58% for disc herniation, compared with clinical evaluations. CONCLUSION: The comparative results between the two doctors were 94 consistent results and only 21 errors, which represents 81% certainty.
DOI: 10.6084/m9.figshare.20502042.v1
title: Data

description: Data
DOI: 10.6084/m9.figshare.25233031.v2
title: NIMBY or YIMBY? Understanding the complex relationship between foreign military bases and host societies - Narrative Framework Policy (Appendix)

description: Appendix presents an analysis of Narrative Framework Policy (NFP) of selected publications within the review article "NIMBY or YIMBY? Understanding the complex relationship between foreign military bases and host societies".
DOI: 10.17632/nt4p9zsv5k
title: CTU Hornet 65 Niner: A Network Dataset of Geographically Distributed Low-Interaction Honeypots

description: CTU Hornet 65 Niner is a dataset of 65 days of network traffic attacks captured in cloud servers used as honeypots to help understand how geography may impact the inflow of network attacks. The honeypots were placed in nine different geographical locations: Amsterdam, London, Frankfurt, San Francisco, New York, Singapore, Toronto, Bangalore, and Sydney. The data was captured from April 28th to July 1st, 2024.

The nine cloud servers were created and configured following identical instructions using Ansible [1] in DigitalOcean [2] cloud provider. The network capture was performed using the Zeek [3] network monitoring tool, which was installed on each cloud server. The cloud servers had only one service running (SSH on a non-standard port) and were fully dedicated to being used as a honeypot. No honeypot software was used in this dataset.

The dataset is composed of nine scenarios:

 - Honeypot-Cloud-DigitalOcean-Geo-1: has 65 folders (YYYY-MM-DD), each containing 24 Zeek conn.log files and other Zeek files
 - Honeypot-Cloud-DigitalOcean-Geo-2: has 65 folders (YYYY-MM-DD), each containing 24 Zeek conn.log files and other Zeek files
 - Honeypot-Cloud-DigitalOcean-Geo-3: has 65 folders (YYYY-MM-DD), each containing 24 Zeek conn.log files and other Zeek files
 - Honeypot-Cloud-DigitalOcean-Geo-4: has 65 folders (YYYY-MM-DD), each containing 24 Zeek conn.log files and other Zeek files
 - Honeypot-Cloud-DigitalOcean-Geo-5: has 65 folders (YYYY-MM-DD), each containing 24 Zeek conn.log files and other Zeek files
 - Honeypot-Cloud-DigitalOcean-Geo-6: has 65 folders (YYYY-MM-DD), each containing 24 Zeek conn.log files and other Zeek files
 - Honeypot-Cloud-DigitalOcean-Geo-7: has 65 folders (YYYY-MM-DD), each containing 24 Zeek conn.log files and other Zeek files
 - Honeypot-Cloud-DigitalOcean-Geo-8: has 65 folders (YYYY-MM-DD), each containing 24 Zeek conn.log files and other Zeek files
 - Honeypot-Cloud-DigitalOcean-Geo-9: has 65 folders (YYYY-MM-DD), each containing 24 Zeek conn.log files and other Zeek files

References:
[1] Ansible IT Automation Engine, https://www.ansible.com/. Accessed on 08/28/2024.
[2] DigitalOcean, https://www.digitalocean.com/. Accessed on 08/28/2024.
[3] Zeek Documentation, https://docs.zeek.org/en/master/index.html. Accessed on 08/28/2024.
DOI: 10.6084/m9.figshare.11678076.v2
title: Data from Climate and Plant Community Diversity in Space and Time

description: Data on spatial patterns of taxonomic, functional and phylogenetic diversity in woody plants from regions, sites and plots across California.
DOI: 10.17632/w4649gjyvv
title: Stable oxygen isotopic datasets for stalagmites JJ3 and JJ4

description: Data for: "Links between Internal Climate Variability and Glacial Termination" submitted to Geophysical Research Letters (Paper # 2025GL115815). These stalagmite isotopic records cover glacial terminations (T) II and III, and display comparable structure of Asian summer monsoon (ASM) variability on millennial timescale. When compared with TI cave records, similar centennial-scale ASM changes can be found between TI and TIII. Thus, it suggests that internal feedbacks could play an important role in driving glacial terminations.
DOI: 10.6084/m9.figshare.13473156.v2
title: Data from: GABAergic role in the disruption of wild cleaner fish behaviour under high CO2

description: Data from: GABAergic role in the disruption of wild cleaner fish behaviour under high CO2
DOI: 10.6084/m9.figshare.21980153.v1
title: Raw survival data post oral delivery of dsSec23 and dsVatpG to pre-aestivation and post-aestivation cabbage stem flea beetle adults

description: The data is in csv format. The first value in each cell represents the number of elapsed days post oral delivery of the respective dsRNA. The zeros mean that the experimental unit was censored at that day. As the bioassays lasted 25 days, 25;0, for instance means that the beetle did not die during the bioassay. The ones mean that the beetle died on the indicated day. This data format could be conveniently formatted to plot Kaplan meier survival curves using statistical software such as Graphpad. The first row indicates the treatment/concentration if applicable.
DOI: 10.6084/m9.figshare.5471911.v1
title: Core–shell structured reduced graphene oxide wrapped magneticallyseparable rGO@CuZnO@Fe3O4microspheres as superior photocatalystfor CO2reduction under visible light

description: A highly efficient, recyclable and magnetically separable core-shell structured CuZnO@Fe3O4microspherewrapped with reduced graphene oxide (rGO@CuZnO@Fe3O4) photocatalyst has been developed and usedfor the photoreduction of carbon dioxide with water to produce methanol under visible light irradiation.Owing to the synergistic effect of the components and to the presence of a thin Fe2O3layer on Fe3O4,rGO@CuZnO@Fe3O44 exhibited higher catalytic activity as compared to the other possible combinationssuch as CuZnO@Fe3O42 and GO@CuZnO@Fe3O43 microspheres. The yield of methanol in case of using2 and 3 as photocatalyst was found to be 858 and 1749 mol g−1cat, respectively. However, the yieldwas increased to 2656 mol g−1cat when rGO@CuZnO@Fe3O44 was used as photocatalyst under sim-ilar experimental conditions. This superior photocatalytic activity of 4 was assumed to be due to therestoration of the sp2hybridized aromatic system in rGO, which facilitated the movement of electronsand resulted in better charge separation. The synthesized heterogeneous photocatalyst could readily berecovered by external magnet and successfully reused for six subsequent cycles without significant lossin the product yield.
DOI: 10.17632/8xvhcsdvst
title: In-field hyperspectral imaging dataset of Manzanilla and Gordal olive varieties throughout the season

description: Because spectral technology has exhibited benefits in food-related applications, an increasing amount of effort is being dedicated to develop new food-related spectral technologies. In recent years, the use of remote sensing or unmanned aerial vehicles for precision agriculture has increased. As spectral technology continues to improve, portable spectral devices become available in the market, offering the possibility of realising in-field monitoring. This study demonstrates hyperspectral imaging and spectral olive signatures of the Manzanilla and Gordal cultivars analysed throughout the table-olive season from May to September. The data were acquired using an in-field technique and sampled via a non-destructive approach. The olives were monitored periodically during the season using a hyperspectral camera. A white reference was used to normalise the illumination variability in the spectra. The acquired data were saved in files named raw, normalised, and processed data. The normalised data were calculated by the sensor by correcting the white and black levels using the acquired reflectance values.  The olive spectral signature of the images is saved in the processed data files. The images were labelled and processed using an algorithm to retrieve the olive spectral signatures. The results were stored as a chart with 204 columns and ‘n’ rows. Each row represents the pixel of an olive in the image, and the columns contain the reflectance information at that specific band. These data provide information about two olive cultivars during the season, which can be used for various research purposes. Statistical and artificial intelligence approaches correlate spectral signatures with olive characteristics such as growth level, organoleptic properties, or even cultivar classification.
DOI: 10.17632/p8dkp6mzcr
title: Hepatic Histopathology Dataset V2

description: Researchers can use these data for extracting cytological as well as tissue level features, in image segmentation and also for classification purposes, and aid in establishing an automated diagnostic tool using Artificial Intelligence approaches.
DOI: 10.17632/2gc4bmn35p
title: Data for: Measuring and modeling speech intelligibility in real and loudspeaker-based virtual sound environments

description: This dataset contains the speech intelligibility data associated with the publication "Measuring and modeling speech intelligibility in real and loudspeaker-based virtual sound environments". The details regarding the factors can be found in the methods section of the publication.
DOI: 10.6084/m9.figshare.6983006.v3
title: Saudi tweets dataset

description: This dataset was used in the paper entitled "Issues of Dialectal Saudi Twitter Corpus" that will be published by the International Arab Journal of Information Technology.<br>
DOI: 10.6084/m9.figshare.14790510.v1
title: Metadata record for: Global soil moisture data derived through machine learning trained with in-situ measurements

description: This dataset contains key characteristics about the data described in the Data Descriptor Global soil moisture data derived through machine learning trained with in-situ measurements. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format
DOI: 10.6084/m9.figshare.28253834.v1
title: <b>C</b><b>linical prediction model by machine learning</b><b> </b><b>to determine the results of maternal dietary avoidance in Food protein-induced allergic proctocolitis infants</b>

description: <b>Data of </b><b>C</b><b>linical prediction model by machine learning</b><b> </b><b>to determine the results of maternal dietary avoidance in Food protein-induced allergic proctocolitis infants</b>
DOI: 10.6084/m9.figshare.775313.v1
title: Comparative characteristics of the separate morphological and functional state indicators of the organism of modern students (Part 1)

description: The goal of paper was to conduct a complex assessment of morphofunctional state of the studentsэ organism (male and female) of various faculties, who are learning at the 3-4-cources (full-time and distance learning). The examination involved 1,160 students (972 male and 988 female). Identified the differences between the students of the Faculty of Physical Education (FPE) and other faculties (full-time learning). Significant differences are obtained mainly in the female group. In the group of young men were observed only trends of differences, but in a group of girls female students of FPE had greater weight, a greater of chest circumference in pause, on inspiratory and expiratory, chest excursion, thickness of skinfolds (TSF) over the triceps muscle, under the scapula, on abdomen and the total of TSF. The girls from other faculties had the biggest percentage of body fat and lower in body water compared with boys of similar faculties. Results are useful as a regulatory framework for medical and pedagogical control of the students health, they may be of interest to other researches in the comparative aspects.
DOI: 10.17605/osf.io/yge27
title: Verinaiss ‘very nice’: The integration of English in Estonian teenagers’ instant messages. Supplementary data

description: Article supplementary data. When using the data, please cite

- Vihman, Virve A, Mari-Liis Korkus, Maarja-Liisa Pilvik, and Kristiina Praakli. 2024. “Verinaiss ‘very Nice’: The Integration of English in Estonian Teenagers’ Instant Messages. Supplementary Data.” OSF. https://osf.io/yge27/. DOI: 10.17605/OSF.IO/YGE27
- Vihman, Virve-Anneli, Mari-Liis Korkus, Maarja-Liisa Pilvik, Kristiina Praakli (2024, Aug 30). Verinaiss 'very nice': The integration of English in Estonian teenagers' instant messages. Preprint.
DOI: 10.6084/m9.figshare.20526910.v1
title: Dipeptidyl peptidase 4-inhibitor treatment was associated with a reduced incidence of neoplasm in patients with type 2 diabetes: a meta-analysis of 115 randomized controlled trials with 121961 participants

description: To evaluate the association between dipeptidyl peptidase 4 inhibitor (DPP-4i) and the incidence of neoplasm in patients with type 2 diabetes (T2D). Pubmed, Medline, Embase, the Cochrane Central Register of Controlled Trials and <i>Clinicaltrial.gov</i> website were searched from May 2002 to December 2021. Randomized controlled trials with reports of neoplasm events which compared DPP-4i versus non-DPP-4i users. Generally, DPP-4i was associated with a decreased incidence of overall neoplasm events in patients with T2D when compared with non-DPP-4i agents (OR = 0.91, 95%CI, 0.8 to 0.97). Moreover, the incidence of rectal neoplasm, especially rectal malignant neoplasm, and the incidence of skin neoplasm were significantly decreased in DPP-4i users. The overall neoplasm events were less frequent in DPP-4i users who were elderly, or male, or obese, or Caucasian, or with over 10 years of diabetes, or with follow-up duration over 52 weeks. DPP-4i was associated with decreased risks of overall neoplasm, rectal neoplasm, rectal malignant neoplasm and skin neoplasm in patients with T2D. The overall neoplasm events were less frequent in patient with DPP-4i treatment who were elderly, male, obese, Caucasian, with long diabetes durations and with long follow-up durations. Further investigations are still required. CRD42021273627.
DOI: 10.6084/m9.figshare.28450541.v1
title: Bryophyte distribution in Wallonia shaped by air pollution, background environment, pesticides and heavy metals

description: appendix 1 includes local species frequencies of all epiphytic bryophytes at 20 stations where atmospheric pollutants are measured in Wallonia + mean and annual maximum pollutant concentrations (including heavy metals) + phorophytes species + climatic and topographyic data + forest cover data, for the period 2016-2020 at the station. appendix 2 includes a complete inventoires of all epiphytic bryophyte species recorded after 2016 in 43 16km2 pixels + mean and annual maximum pollutant concentrations (including pesticides, NH3 and BC) + climatic and topographyic data + forest cover data, for the period 2016-2020 per pixels.
DOI: 10.17632/rw5b9k847w
title: Study of the evolution of the crystallographic texture and the grain boundary network of the microstructure during grain growth: Supplemental data

description: This dataset contain the results of 426 anisotropic grain growth simulations in 2D. Every microstructure was stored as an 800x800 label matrix, where the label in a given pixel indicates the grain orientation at that point from the accompanying list of initial orientations (represented as quaternions) assigned to each grain.
DOI: 10.6084/m9.figshare.19287734.v1
title: TMT proteomics data from serum sampled from mother and pup Atlantic grey seals from birth to weaning.

description: Raw data from Tandem Mass Tag (TMT) proteomics analysis of sera from mother and pup Atlantic grey seals. Two files - one from searching general Phocidae databases, the other a wider screen from Caniformia databases. These data were used for the publication on serum apolipoproteins and other lipid-binding proteins present in the sera and how relative levels change in mother and poup seals with time from shortly after birth to near weaning time.<br>
DOI: 10.6084/m9.figshare.26229086.v1
title: Data File

description: <b>“</b>One step forward”与“向前（forward）一（one）步(step)”为一组词序不对称的英汉互译对。学生译者对此类NP+AdjP/AdvP构式的翻译错误率比较高。解决这一问题的路径之一是采取块策略。本研究以140名大学生译者为被试，通过实证研究和描述性以及推断性统计发现：1）40%的学生译者采取块策略处理这一构式的英汉互译；2）块策略对该构式的英译汉有正相关效应；3）块策略对该构式的汉译英有负相关效应。本研究对如何应用块策略提高中国学生译者的英汉互译水平有一定启示作用。
DOI: 10.6084/m9.figshare.26424307.v1
title: Misperception of the desirability of sexual dimorphism

description: Thin and muscular have been characterised as body shape ideals for women and men, respectively, yet each sex misperceives what the other sex desires; women exaggerate the thinness that men like and men exaggerate the muscularity that women like. Body shape ideals align with stereotypic perceptions of femininity in women and masculinity in men. The present study investigates whether misperception of opposite-sex desires extends to femininity/masculinity in facial morphology. We used interactive 3D head models to represent faces varying in sexual dimorphism. White European heterosexual men and women were asked to choose their own and ideal face shape, the ideal shape of a short- and a long-term partner, and the face shape they thought the opposite sex would most like for a short- and a long-term partner. Women overestimated the facial femininity that men prefer in a partner and men overestimated the facial masculinity that women prefer in a partner. The discrepancy between own and ideal sexual dimorphism (an index of appearance dissatisfaction) was predicted by the misperception of what the opposite sex desires. These results indicate misperception of opposite-sex facial preferences and that mistaken perceptions may contribute to dissatisfaction with own appearance
DOI: 10.6084/m9.figshare.28730105.v1
title: Supplementary Material for: Late onset Sub-Retinal Silicone Oil Migration through Optic Disc Coloboma

description: This report describes a case of late onset subretinal silicone oil migration in an eye with congenital optic disc coloboma and its treatment.
A 15-year-old male with a history of left eye congenital optic disc coloboma and amblyopia presented with a third recurrence of retinal detachment (RD) with proliferative vitreoretinopathy (PVR). The patient underwent PPV, subretinal fluid drainage through a peripheral retinotomy, silicone oil tamponade, and endolaser around the coloboma and retinotomy. The retina re-attached successfully. However, 14 months post-operatively examination revealed high intra-ocular pressure (IOP) of 33 mmHg and a submacular bubble of silicone oil was evident. The patient underwent sub macular silicone oil removal.
Here we describe the unique late onset subretinal migration of intravitreal silicone oil following retinal detachment repair in an eye with optic disc coloboma in association with raised IOP. Silicone oil in the presence of optic disc pit may have serious complications requiring clinician awareness, including, retrolaminar and intraventricular migration with potential vision loss and central nervous system toxicity. This case demonstrates potential mechanisms of sub retinal silicone oil migration through the coloboma that serves as a passage and an increased IOP which drives the oil from the vitreous in to the sub retinal space.
DOI: 10.6084/m9.figshare.8360405.v2
title: AttributesDictionary.xlsx

description: The newly inaugurated research database for Electrocardiogram (ECG) signals, which was created under the auspices of Chapman University and Shaoxing People's Hospital (Shaoxing Hospital Zhejiang University School of Medicine), aims to conduct the study of cardiovascular biomedical signals via extensive computer simulations. Certain types of cardiovascular conditions, such as atrial fibrillation, have wide and severe impact on public health, quality of life, and medical expenditures. The non-invasive test, the long term ECG monitor is a major and vital diagnosis tool for detecting such conditions. However, such practice generates considerable amount of data, and presents itself as very challenging since analyzing by experts in the field can be dramatic consumption of time and cost. As such, obtaining the correct and most efficient diagnosis algorithm is of great important to public health. Thanks to the development of modern machine learning and statistical analysis, the more data with creditable labels are available, the better algorithm will be achieved. Thus, we propose this dataset contains 10,646 patients 12-lead ECGs with 500 Hz sampling rate and including 11 common rhythms and 67 conditions, which are labeled by professional experts. The dataset can be widely applied for artificial intelligence or machine learning algorithm research, arrhythmia and other cardiovascular conditions analysis, biomedical signal study, and cluster or classification statistical study.
DOI: 10.17632/pdr5h2p2rx
title: ISCEV standard pattern reversal VEP development: paediatric reference limits from 649 healthy subjects (dataset)

description: These data describe the biological variability of the pattern VEP P100 amplitude and peak time. Data were recorded from volunteer reference subjects aged 0-16 years at three European centres, adhering broadly to the ISCEV Standard. Analysis and key findings are presented in DOI: 10.1007/s10633-023-09952-9.
DOI: 10.6084/m9.figshare.12834350.v1
title: Data and R scripts of "Plant traits alone are poor predictors of ecosystem properties and long-term ecosystem functioning"

description: Datafiles and R scripts associated to the "Plant traits alone are poor predictors of ecosystem properties and long-term ecosystem functioning" study
DOI: 10.6084/m9.figshare.19200005.v1
title: Wurfbainia villosa genome annotaion

description: Genome annotations of Wurfbainia villosa, including annotations of protein-coding genes in GTF and GFF3 format, and the corresponding CDS and translated protein sequences.
DOI: 10.6084/m9.figshare.25093244.v1
title: Beranek et al. (2024) - American Journal of Science supplementary materials

description: The magma-poor, eastern Laurentian margin resulted from polyphase rifting, which culminated with the deposition of Ediacaran to Cambrian breakup sequences that formed in response to crust and mantle rupture events. The enclosed files are supplements to Soukup et al. (2024) in <i>American Journal of Science</i> and comprise detrital zircon U-Pb-Hf isotope and SEM-MLA (sandstone mineralogy) data tables and field photos of sample sites.