cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.11926278.v2
title: A Correction for Regression Discontinuity Designs With Group-Specific Mismeasurement of the Running Variable

description: When the running variable in a regression discontinuity (RD) design is measured with error, identification of the local average treatment effect of interest will typically fail. While the form of this measurement error varies across applications, in many cases the measurement error structure is heterogeneous across different groups of observations. We develop a novel measurement error correction procedure capable of addressing heterogeneous mismeasurement structures by leveraging auxiliary information. We also provide adjusted asymptotic variance and standard errors that take into consideration the variability introduced by the estimation of nuisance parameters, and honest confidence intervals that account for potential misspecification. Simulations provide evidence that the proposed procedure corrects the bias introduced by heterogeneous measurement error and achieves empirical coverage closer to nominal test size than “naive” alternatives. Two empirical illustrations demonstrate that correcting for measurement error can either reinforce the results of a study or provide a new empirical perspective on the data.
DOI: 10.6084/m9.figshare.12009600.v1
title: Test dataset for https://arxiv.org/abs/2002.05534v1

description: This is the test dataset for our paper（Please read "ReadMe.pdf" to know the data structure of "Breathing_TEST.csv"）: Wang Y L, Hu M H*, Li Q L, Zhang X P, Zhai G T, Yao N. Abnormal respiratory patterns classifier may contribute to large-scale screening of people infected with COVID-19 in an accurate and unobtrusive manner [J]. arXiv preprint arXiv:2002.05534, 2020.
DOI: 10.6084/m9.figshare.24045369.v1
title: VpeChr.Genome.fa

description: Chromosome-level genome assembly of watering-pot shell Verpa penis (Bivalvia, Mollusca)
DOI: 10.6084/m9.figshare.12094749.v1
title: Optimal plot size for experiments with black oats and the common vetch

description: ABSTRACT: The aim of this study was to determine the optimal plot size for evaluating the fresh weight of black oats (Avena strigosa Schreb) and the common vetch (Vicia sativa L.) in scenarios comprising combinations of the number of treatments, number of replications and levels of precision. Fifteen uniformity trials were conducted with single-crop and intercropped black oats and vetch. Fresh weight was evaluated in 540 basic experimental units (BEU), each of 1 m × 1 m (36 BEU per trial). The Smith index of soil heterogeneity (1938) was estimated. Plot size was determined using the HATHEWAY method (1961), in scenarios comprising combinations of i treatments (i = 5, 10, 15 and 20), r replications (r = 3, 4, 5, 6, 7 and 8) and d levels of precision (d = 2%, 4%, 6%, 8%, 10%, 12%, 14%, 16%, 18% and 20%). To evaluate the fresh weight of monocropped or intercropped black oats and vetch in a completely randomized or randomized complete block design, with from 5 to 20 treatments and five replications, plots of 10 m2 are sufficient to identify, at a probability of 0.05, significant differences between treatments of 10% of the overall mean value of the experiment.
DOI: 10.6084/m9.figshare.15057570.v1
title: Data for: Tissue programmed hydrogels functionalized with GDNF improve human neural grafts in Parkinson’s Disease

description: All data sets corresponding to figure published in Advanced Functional Materials "Tissue programmed hydrogels functionalized with GDNF improve human neural grafts in Parkinson’s Disease".<br>
DOI: 10.6084/m9.figshare.2068677.v5
title: MAMEM EEG SSVEP Dataset I (256 channels, 11 subjects, 5 frequencies presented in isolation)

description: EEG signals with 256 channels captured from 11 subjects executing a SSVEP-based experimental protocol. Five different frequencies (6.66, 7.50, 8.57, 10.00 and 12.00 Hz) have been used for the visual stimulation, and the EGI 300 Geodesic EEG System (GES 300), using a 256-channel HydroCel Geodesic Sensor Net (HCGSN) and a sampling rate of 250 Hz has been used for capturing the signals. Check <b>https://www.youtube.com/watch?v=8lGBVvCX5d8&feature=youtu.be</b> for a video demonstrating one trial.Check <b>https://github.com/MAMEM/ssvep-eeg-processing-toolbox </b>for the processing toolbox.Check <b>http://arxiv.org/abs/1602.00904 </b>for the technical report.
DOI: 10.6084/m9.figshare.21041722.v1
title: Wild-caught Fish Data

description: This spreadsheet contains identification, morphometric, and sex data, as well as parasite density, estimated fillet mass, and parasite intensity for the wild fish used in this study. <br> Sex: 1 = Male 2 = Female <br> Infection = parasite density (myxospores/g) <br> Fillet = estimated mass of fillet (g) <br> Spores_Fish_Fillet = parasite intensity (myxospores/fillet)
DOI: 10.6084/m9.figshare.26828059.v2
title: Neonatal presentation to ER

description: Abstract: Introduction: The neonatal period (&lt; 28 days old) is a vulnerable period of pediatric health. Although emergencies can certainly occur during this time period, many emergencies department (ED) visits or urgent care visits may be preventable with adequate preventive hospital care in the newborn period and appropriate follow-up with a primary care provider. Non-urgent use of emergency departments may be a source of increased costs and inefficient resource utilization in healthcare. Purpose: This research aims to determine the presenting features, management and disposition of neonatal attendances to the emergency department. Methods: Retrospective observational cross-sectional study of medical records identified via the emergency department of neonatal visits (≤28 days) to King Fahd Hospital of the University (KFHU), Khobar, Saudi Arabia over 12 months (2021 to 2022) carried out. The Chi-square test was performed to compare various etiologies, with a 5% significant level. Results: A total of 649 neonate visited pediatric emergency department with a mean age of 15.5 ± 7.4 days and almost equal distribution of the gender. The most common presentation was Upper respiratory tract infection (URTI) (26.8%) followed by physiological jaundice (20.2%) and colic (14%). A total of 205 (31.6%) of the neonates who attended ED had significant laboratory findings. Seventy-nine (12.2%) presenting to PED were admitted to hospital. Conclusion: As emergency department visits increase, health care systems require strategies to deal with nonurgent emergency department use in more effective ways while refocusing limited resources on higher-acuity cases. This highlights the need for caretakers’ education by health staff. It is also important that physicians are aware of the main illnesses in the newborn period and know how to correctly identify the conditions associated to serious pathology.
DOI: 10.6084/m9.figshare.27021604.v1
title: An ultrasonography of thyroid nodules dataset with pathological diagnosis annotation for deep learning

description: The dataset consists of two batches: the first batch includes 6,005 thyroid images from 601 patients, and the second batch contains 2,503 thyroid images from 241 patients. The training dataset comprises 601 patients, of which 218 are benign and 383 are malignant, as indicated by histological reports.
DOI: 10.6084/m9.figshare.27937521.v1
title: manta-mechanics-terminal/screw/wrie_cap/square_button_cap/yellow_green_washer

description: manta mechanics terminal/screw/wrie_cap/square_button_cap/yellow_green_washer
DOI: 10.17632/3jkwnhxm36
title: No Thromboembolic Events Observed in RCTs of Oral Tranexamic Acid: A Systematic Review and Descriptive Synthesis

description: This systematic review synthesizes data from 51 randomized controlled trials and 23 observational studies evaluating the safety of oral tranexamic acid (TXA), with a specific focus on thromboembolic events (TEs). While TXA is widely used off-label for chronic dermatologic conditions such as melasma, concerns regarding TE risk have limited its broader adoption. Our findings reveal no thromboembolic events in over 2,500 RCT participants treated with oral TXA for durations of up to 24 months, suggesting a favorable safety profile in controlled settings.
DOI: 10.17632/cvkbvx448x
title: Supplementary Table 4

description: Raw data of degradation level for seventeen aromatic hydrocarbons after exposure of Jet A fuel to P. frederiksbergensis SI8 for 14 days at 4ºC and 28°C. SD, standard deviation of n=3.
DOI: 10.25946/28747046.v1
title: Annotated Fire -Smoke Image Dataset for fire detection Using YOLO.

description: This dataset contains 11027 labeled images for the detection of fire and smoke instances in diverse real-world scenarios. The annotations are provided in YOLO format with bounding boxes and class labels for two classes: fire and smoke. The dataset is divided into an 80% training set with 10,090 fire instances and 9724 smoke instances, a 10% Validation set with 1,255 fire and 1,241 smoke instances, and a 10% Test set with 1,255 fire and 1,241 smoke instances. This dataset is suitable for training and evaluating fire and smoke detection models, such as YOLOv8, YOLOv9, and similar deep learning-based frameworks in the context of emergency response, wildfire monitoring, and smart surveillance.
DOI: 10.6084/m9.figshare.17696882.v3
title: avocado.csv

description: avocado<br>
DOI: 10.6084/m9.figshare.19630119.v1
title: Relative density estimates for United States

description: Estiimates of relative density (RD) for available FIA inventory plots over timve.
DOI: 10.6084/m9.figshare.24499135.v1
title: <b>Rare </b><b>antinuclear antibody patterns</b>

description: The rare ANA patterns including: (AC-26) Nuclear mitotic apparatus protein (NUMA), (AC-25) Spindle fibers, (AC-14) Centromere Protein F (CENP-F), (AC-27) Midbody, (AC-13) Proliferating cell nuclear antigen (PCNA), (AC-6) Multiple nuclear dots,(AC-11/12)nuclear envelpoe,(AC-24) Centriole, cytoplasmatic [(AC-22) Golgi
DOI: 10.6084/m9.figshare.29094938.v1
title: Data set and trial protocol

description: Data set and trial protocol.Goniometry of lumbar spine (anterior flexion, posterior flexion, right-side flexion, left-side flexion, right rotation, left rotation), Algometr (pressure pain treshold), VAS (VAS1, VAS2, VAS3).
DOI: 10.17632/grycd2yrm4
title: LINF_170020500

description: Ubiquitin-like domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/ptbc856x9w
title: Data: Short Circuit 666 Wh Lithium-Ion Battery

description: This dataset is in support of my research.

I had earlier got remark by someone- If this is my work or stolen or copied paste or other ... remark, from some graduate/pg/plagiarised phd degree holder.

As I wont later entertain any question/remark and I will stop replying lateron (which may start to happen next week or next year). I have uploaded this for free download on this open-access myself.
DOI: 10.17632/wy4cw82jpz
title: Dataset Purchase Intention and Purchase Behavior Online: A cross-cultural approach

description: The aim of this research is to assess the main theories about consumer behavior/making decision from the social psychology perspective, to understand the intention to adopt electronic channel and, in this way, to determine the precursors of online purchase intention in an emerging economy, and to compare these precursors with the precursors in a developed economy through a cross-cultural study: H1. Consumer online purchase intention has a positive effect on online purchase behavior H1a. The effect of online purchase intention on online purchase behavior is moderated by culture H2. Attitude toward e-commerce has a positive effect on online purchase intention H2a. The effect of attitude toward e-commerce on online purchase intention is moderated by culture H3. Subjective norms have a positive effect on online purchase intention H3a. The effect of subjective norms on online purchase intention is moderated by culture H4. PBC has a positive effect on online purchase intention H4a. The effect of PBC on online purchase intention is moderated by culture H5. Self-efficacy in online stores has a positive effect on online purchase intention H5a. The effect of self-efficacy in online stores on online purchase intention is moderated by culture H6. EOU of e-stores has a positive effect on attitudes toward e-commerce H6a. The effect of EOU of e-stores on attitudes toward e-commerce is moderated by culture H7. The perceived usefulness of online stores has a positive effect on consumers’ attitudes towards online shopping H7a. National culture moderates the effect of perceived usefulness on attitudes toward online shopping H8. Buying impulse has a positive effect on online purchase intention H9. The perceived EOU of e-stores has a positive effect on buying impulse. H8a. The effect of buying impulse on online purchase intention is moderated by culture H9a. The effect of EOU on buying impulse is moderated by culture H10. Compatibility with e-commerce has a positive effect on online purchase intention H10a. The effect of compatibility on online purchase intention is moderated by culture H11. PIIT has a positive effect on online purchase intention H11a. The effect of PIIT on online purchase intention is moderated by culture
DOI: 10.6084/m9.figshare.13336726.v1
title: Data archive from Hyperkalemia, not apoptosis, accurately predicts insect chilling injury

description: Supplementary figures referred to in the main text.;complete archive of datasets described in the manuscript.
DOI: 10.6084/m9.figshare.16917643.v1
title: Data_ERPT.xlsx

description: The monthly data were collected from SBV, The IMF International Financial Statistics (IFS), and Mundi between January 2009 and May 2020, and all are taken ln.
DOI: 10.6084/m9.figshare.20141483.v1
title: Global database with the effect size of many non-native tree species on regulating ecosystem services

description: This data set is a global compendium of the impacts of non-native trees (NNT; <strong>column G</strong>) on regulating ecosystem services (RES; <strong>column A</strong>), expressed through the effect size (<strong>column BN</strong>). The data were extracted from the global database compiled by Castro-Díez et al. (2019). The data set also includes several functional traits for NNT (<strong>columns J-U</strong>) and native species (<strong>columns Y - AJ</strong>); the human population density with a resolution of 30 km for the localities where each case study was located (<strong>column AQ</strong>); bioclimatic variables (<strong>columns AR - BJ</strong>; follow this link for code meaning: https://www.worldclim.org/data/bioclim.html); the type of biome (<strong>column BK</strong>; 1 = tropical forest; 2 = subtropical forest; 4 = Mediterranean forest; 5 = temperate forest; 6 = temperate grassland/desert; 7 = boreal forest); and the phylogenetic and functional distances for each case study (<strong>columns BL - BM</strong> respectively). Castro-Díez, P., Vaz, S.A., Silva, J.S., van Loo, M., Alonso, A., Aponte, C., et <em>al</em>. (2019). Global effects of non-native tree species on multiple ecosystem services. <em>Biol. Rev.</em> 94, 1477–1501. https://doi.org/10.1111/brv.12511
DOI: 10.6084/m9.figshare.24233269.v3
title: paingen_perspective_taking.nii.gz_encrypted

description: Participants painful thermal stimuli while imaging themselves as strong or weak individuals, or in a neutral condition. Most participants have a twin in the dataset. ~250 independent families are included. Stimuli were delivered to glabrous skin of the fingers.
DOI: 10.6084/m9.figshare.24249904.v1
title: Supplementary Material for: RUPTURED GASTRODUODENAL ARTERY PSEUDOANEURYSMS AS A COMPLICATION OF PANCREATITIS

description: Visceral Artery Pseudoaneurysms is a rare vascular complication of pancreatitis that can lead to life-threatening hemorrhages with a high mortality rate if left untreated. We present a case of ruptured gastroduodenal artery pseudoaneurysm in a 68-year-old male with acute pancreatitis presenting with fatal gastrointestinal and retroperitoneal bleeding that was successfully managed with endovascular coil embolization of the involved vasculature. Patients with hemorrhagic pancreatitis or those presenting with unexplained retroperitoneal or gastrointestinal bleeding in the setting of pancreatitis with an unexplained drop in hematocrit or sudden expansion of pancreatic fluid collection should be screened in a timely manner for pseudoaneurysm using CT angiogram of the abdomen, which is the gold standard imaging modality to identify pseudoaneurysms. Once pseudoaneurysm is diagnosed, it should be treated immediately. Endovascular treatment options are now favored over surgical options in most cases.
DOI: 10.6084/m9.figshare.25416262.v1
title: Water Vole All Code.R

description: Research into the habitat preferences of reintroduced water voles in order to identify habitat factors which may maximise success of future reintroduction programs
DOI: 10.6084/m9.figshare.25897726.v1
title: Platforms for Politics

description: These are replication files attached to a survey conducted in four countries in 2019 and 2021 (n=12,302). The sample is based on an online panel with quotas used to ensure representation of the population in each country (sex, age, education). Each year in each country, there were roughly 1,500 respondents; each year included a new set of respondents. The data include platform adoption, self-assessed exposure to political information, and posting political content to seven social media platforms: Facebook, Instagram, Twitter, YouTube, Reddit, Snapchat, and WhatsApp.
DOI: 10.6084/m9.figshare.28452545.v5
title: iToBoS 2024 - Skin Lesion Detection with 3D-TBP

description: <b>The iToBoS dataset: skin region images extracted from 3D total body photographs for lesion detection</b><br>The early detection of skin cancer is critical for improving patient outcomes. Traditionally, dermatologists rely on dermoscopy to examine pigmented skin lesions. While this non-invasive technique enhances diagnostic accuracy, its effectiveness is highly dependent on the clinician’s expertise. Additionally, capturing dermoscopic images for every suspicious lesion is a labor-intensive process. Given these challenges, there is an increasing need for computer-aided diagnosis (CAD) systems that utilize conventional cameras. Such systems can support general physicians and other non-specialist practitioners in identifying potential malignant lesion, improving early detection and intervention. Moreover, they facilitate longitudinal tracking of lesions, aiding researchers in studying disease progression and treatment efficacy.This dataset provides high-resolution skin patch images extracted from 3D total body photographs to support the development of advanced machine learning models for lesion detection. It serves as a valuable resource for researchers working on automated skin lesion analysis, particularly in the context of total body photography (TBP).<b>Dataset Description:</b><br>The iToBoS dataset consists of 16,954 high-resolution images of skin regions obtained from anonymized 3D avatars of patients. These avatars were generated using the Canfield VECTRA WB360 system, a cutting-edge imaging technology that captures comprehensive, full-body skin images using 92 fixed cameras arranged in 46 stereo pairs with xenon flash lighting. The images were collected from patients at two clinical sites: the Clinical Hospital of Barcelona (Spain) and the University of Queensland (Australia).The dataset provides diverse anatomical locations, including the torso, arms, and legs, with each image having an average resolution of 1012x827 pixels and a 45-pixel overlap between adjacent images. The images are extracted from 3D avatars while ensuring compliance with GDPR regulations by automatically removing patient facial features. Each image is accompanied by metadata, including patient age range, body location, and sun damage score, allowing for in-depth analysis and stratification.<b>Significance of the Dataset:</b><b>Facilitates Automated Skin Lesion Detection:</b> The dataset supports the development of AI-based lesion detection models that can improve early diagnosis of skin cancer, particularly in regions with limited access to dermatological expertise.<b>Supports Total Body Photography Research:</b> Leveraging 3D TBP for lesion detection is an emerging field, and this dataset provides a benchmark for further exploration.<b>Enhances Machine Learning Applications:</b> The dataset serves as a benchmark for developing state-of-the-art computer vision and deep learning models for detection of skin lesions.<br>
DOI: 10.17632/24ycmj22jw
title: The Role of Indigenous Elders in Maintaining Cultural Heritage: Transmitting Traditions, Oral Histories, and Spiritual Practices in Kidapawan City

description: Indigenous communities around the world have long maintained rich cultural traditions, oral histories, and spiritual practices that are passed down from generation to generation. Central to the preservation and transmission of this knowledge are Indigenous elders, who serve as the custodians of cultural heritage within their communities. Elders are respected not only for their age and experience but also for their deep understanding of language, ceremonies, community values, and ecological knowledge. They play a crucial role in maintaining the social fabric of Indigenous societies by ensuring that cultural practices are preserved and adapted as needed for future generations.

For many Indigenous groups, cultural knowledge is not stored in books or written records, but rather in the lived experiences, stories, and teachings of elders. These elders are often seen as the bridge between the past and the present, connecting younger generations with the traditions, values, and wisdom of their ancestors.

However, in contemporary times, the role of elders is increasingly challenged by external factors such as globalization, urbanization, and the erosion of traditional knowledge systems. The rapid pace of technological change, along with the loss of language and land, has made it difficult for younger generations to fully connect with their cultural heritage. As a result, there is growing concern about the potential loss of Indigenous knowledge and the role of elders in safeguarding it.

This concept paper explores the important role of Indigenous elders in the transmission of cultural heritage, focusing on their role in preserving traditions, oral histories, and spiritual practices. It also examines the challenges they face in an increasingly modernized world and offers recommendations for strengthening their position as cultural leaders.
DOI: 10.17632/fzmzgkt7yw
title: DroSeq - Functional atlas of primary miRNA maturation by the Microprocessor