cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28246484.v1
title: Supplementary Material for: Reconstruction Techniques for the Medial Canthus and Lateral Nasal Wall: A Case-Based Learning Approach.

description: Introduction: Reconstruction of the medial canthus and lateral nasal wall poses a significant challenge in dermatologic surgery due to the area’s complex, concave, three-dimensional anatomy and proximity to critical structures like the nasolacrimal system. 
Case presentation: This case-based learning approach details three different techniques on the management of extensive defects involving the medial canthus and lateral nasal wall, focusing on three different surgical techniques: the Mustardé flap, a combination of flaps with a graft, and a supraclavicular skin graft. All three approaches achieved satisfactory clinical and cosmetic outcomes. 
Conclusion: Successful reconstruction in this region requires a multidisciplinary approach that carefully integrates facial aesthetic units while preserving the functional integrity.
DOI: 10.6084/m9.figshare.22701130.v1
title: data.xlsx

description: Market Survey Data for article <strong>FACTORS AFFECTING THE SATISFACTION OF CONSUMERS INVESTMENT PATTERN IN GOLD</strong>
DOI: 10.6084/m9.figshare.27767379.v1
title: D_versicolor_Hazelwood.csv

description: Data to accompany Leach et al "<b>Terminal reproductive investment in male Eastern gray treefrogs (</b><b><i>Dryophytes versicolor</i></b><b>, Anura: Hylidae) is a </b><b>marathon not a sprint</b>"
DOI: 10.6084/m9.figshare.7006208.v1
title: Descending Equi-heptatonic Circuits

description: <i>EMAP Resources for Euterpe 2</i><br>An experimental composition for Classical-era auloi with diagrams and commentary by Barnaby Brown<br>A new hypothesis is advanced concerning the conception of tonal space: how the octave was divided by the composers of aulos-based music around 500 BCE. A grid of 12 semitones is not the only tonal system that supports extensive modulation. On instruments that bend pitches easily, cyclic modulation is also possible – in fact easier – on a grid that spaces keys one seventh of an octave apart. This functionally-equidistant 7-tone system is suggested by the the finger-hole boring of archaeological finds, notably the Poseidonia, Pydna and Elgin auloi.<br>Download the PDF "Descending_Equi-heptatonic_Circuits…" first. The other files (beginning "EMAPRE2…") are the open formats that allow users to edit the elements bound in this volume.<br>
DOI: 10.6084/m9.figshare.3814224.v2
title: La Rehabilitación Neuropsicológica en España: Historia y estado actual. Revista Neuropsicología, Neuropsiquiatría y Neurociencias, 16(1), 25-49

description: Este artículo dentro del monográfico titulado Rehabilitación Integral del Paciente con Daño Cerebral de la Revista Neuropsicología, Neuropsiquiatría y Neurociencias, Vol. 16 (1) realiza un recorrido por los pioneros de la neuropsicología de finales del siglo XIX, las contribuciones de profesionales españoles del siglo XX y las influencias de autores internacionales que ayudaron a conformar el panorama actual de la rehabilitación neuropsicológica en España. Para ofrecer una visión de la rehabilitación neuropsicológica actual se analizó la producción de artículos científicos y se mencionaron libros y programas de rehabilitación de autores con filiación en España. Además, con el apoyo de resultados de una encuesta realizada recientemente, se analizó el estado de la formación y los campos de intervención de los neuropsicólogos españoles. El estado de regularización de la práctica clínica se analizó utilizando como referente el documento de acreditación del profesional Experto en Neuropsicología Clínica elaborado por la Federación de Asociaciones de Neuropsicología Españolas (FANPSE) y aprobado en 2015 por el Consejo General de la Psicología de España que agrupa a todos los colegios oficiales de psicología del país. Finalmente se exponen varios retos que afronta la disciplina y se esbozan posibles vías de solución. Los desafíos se refieren a la escasa implantación en el sistema público de salud y la falta de reconocimiento de la neuropsicología clínica como especialidad, a la regulación y mejora de la formación especializada y a la paradójica situación legal actual que permite dos escenarios contrarios, uno donde la rehabilitación neuropsicológica se puede practicar sin obligatoriedad de una formación especializada y otro donde la formación y acreditación como Experto en Neuropsicología Clínica no permite ejercer.
DOI: 10.6084/m9.figshare.11881053.v2
title: Data for: Deep-Learning-Based Image Segmentation Integrated with Optical Microscopy for Automatically Searching for Two-Dimensional Materials

description: The datasets for "Deep-Learning-Based Image Segmentation Integrated with Optical Microscopy for Automatically Searching for Two- Dimensional Materials", Satoru Masubuchi <i>et al.</i>, npj 2D Materials and Applications (2020).<br>The microscope images are collected using the setup described in "Autonomous robotic searching and assembly of two-dimensional crystals to build van der Waals superlattices", Satoru Masubuchi <i>et al.</i>, Nature Communications (2018).<br>If this helps your research, please cite the papers in your publications.
DOI: 10.6084/m9.figshare.22262950.v1
title: Supplementary Material for: Identification of a hypoxia-related signature as candidate detector for schizophrenia based on genome-wide gene expression

description: Introduction: Schizophrenia (SCZ), a severe neuropsychiatric disorder with high genetic susceptibility, has high rates of misdiagnosis due to the unavoidably subjective factors and heterogeneous clinical presentations. Hypoxia has been identified as an importantly risk factor that participates in the development of SCZ. Therefore, development of a hypoxia-related biomarker for SCZ diagnosis is promising. Therefore, we dedicated to develop a biomarker that could contribute to distinguishing healthy controls and SCZ patients. Methods: GSE17612, GSE21935 and GSE53987 datasets, consist of 97 control samples and 99 SCZ samples, were involved in our study. The hypoxia score was calculated based on the single-sample gene-set enrichment analysis (ssGSEA) using the hypoxia-related differentially expressed genes to quantify the expression levels of these genes for each SCZ patients. Patients in high-score groups were defined if their hypoxia score was in the upper half of all hypoxia scores, and patients in low-score groups if their hypoxia score were in the lower half. GSEA was applied to detect the functional pathway of these differently expressed genes. CIBERSORT algorithm was utilized to evaluate the tumor-infiltrating immune cells of SCZ patients. Results: In this study, we developed and validated a biomarker consisting of 12 hypoxia-related genes that could distinguish healthy controls and SCZ patients robustly. We found that the metabolism reprogramming might be activated in patient with high hypoxia score. Finally, CIBERSORT analysis illustrated that lower composition of naive B cells and higher composition of memory B cells might be observed in low-score groups of SCZ patients. Conclusion: These findings revealed that the hypoxia-related signature was acceptable as a detector for SCZ, providing further insight into effective diagnosis and treatment strategies for SCZ.
DOI: 10.6084/m9.figshare.28236494.v1
title: data.xlsx

description: 不同时期的土壤 pH 数据来自两个主要数据集。第一个数据集来自已出版的专著《中国土壤物种杂志》（1979-1985），其中包括省市土壤记录的国家收藏（第 1-6 卷）。该数据集包含 1526 个来自农田土壤剖面的样本，这些样本是根据气候、土地利用、地形和母质等关键土壤形成因素选择的。
DOI: 10.6084/m9.figshare.3517943.v1
title: Appendix A. Two tables summarizing details of the study design and plant species.

description: Two tables summarizing details of the study design and plant species.
DOI: 10.15468/dl.mvcaq3
title: Occurrence Download

description: A dataset containing 3159166525 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 3159166525 records from 72824 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009229-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.951967.v7
title: The dataset of six open source Java projects

description: This dataset contains bug reports, commit history, and API descriptions of six open source Java projects including Eclipse Platform UI, SWT, JDT, AspectJ, Birt, and Tomcat. This dataset was used to evaluate a learning to rank approach that recommends relevant files for bug reports.
DOI: 10.6084/m9.figshare.28596560.v1
title: Coral Cover

description: Temporal changes in coral cover
DOI: 10.6084/m9.figshare.24289456.v2
title: A Causal Graph Attention model insensitive to Missing data

description: <b>A missing data-tolerant spatiotemporal prediction approach considering geospatial heterogeneity</b>
DOI: 10.6084/m9.figshare.3562071.v1
title: Appendix B. Results of soil analyses conducted on soil samples from both origins before and after sterilization.

description: Results of soil analyses conducted on soil samples from both origins before and after sterilization.
DOI: 10.4121/uuid:5d2fe5e1-f91f-4a3b-ad9b-9e4126870165
title: BPI Challenge 2020: Prepaid Travel Costs

description: This file contains the events related to prepaid travel costs Parent item: BPI Challenge 2020 The dataset contains events pertaining to two years of travel expense claims. In 2017, events were collected for two departments, in 2018 for the entire university. The various permits and declaration documents (domestic and international declarations, pre-paid travel costs and requests for payment) all follow a similar process flow. After submission by the employee, the request is sent for approval to the travel administration. If approved, the request is then forwarded to the budget owner and after that to the supervisor. If the budget owner and supervisor are the same person, then only one of these steps is taken. In some cases, the director also needs to approve the request.The process finished with either the trip taking place or a payment being requested and payed. On a high level, we distinguish two types of trips, namely domestic and international. For domestic trips, no prior permission is needed, i.e. an employee can undertake these trips and ask for reimbursement of the costs afterwards. For international trips, permission is needed from the supervisor. This permission is obtained by filing a travel-permit and this travel permit should be approved before making any arrangements. To get the costs for a travel reimbursed, a claim is filed. This can be done as soon as costs are actually payed (for example for flights or conference registration fees), or within two months after the trip (for example hotel and food costs which are usually payed on the spot).
DOI: 10.6084/m9.figshare.20417895.v1
title: Thy-Wise: An interpretable machine learning model for the evaluation of thyroid nodules

description: Data Description:<br> The database contains ultrasound images of thyroid nodules that were finally included in the study. As the aim of this study was to identify nodules as benign or malignant, all nodules were placed in two zip files according to their pathological nature: benign_after.zip and malignant_after.zip.<br> After unzipping the zip package and opening the folder, you can see several folders named by "pathological nature + number", each folder corresponds to a thyroid nodule and contains its ultrasound images collected in a single examination.<br> <br> Ethical Approval:<br> This retrospective study was approved by the institutional Ethics Committees of the First Affiliated Hospital of Jinan University, and the requirement for informed consent was waived.<br> <br> Sensitive Information Protection:<br> All sensitive information contained in the image, including the patient's personal information, the hospital visited, and the time of the visit, has been removed using the CV2 toolkit from python for the purpose of anonymization. <br> <br> Processing pipeline and analysis steps:<br> All the annotations in the images and clips were eliminated before review. US images were evaluated in a blinded fashion, with no US or pathology reports available, by two board-certified radiologists (with more than 10 years of experience in thyroid sonography) independently. <br> Nodule size was measured as the maximal dimension on US images and the five gray-scale US categories were reviewed according to the ACR TI-RADS lexicon (5): composition, echogenicity, shape, margin, and echogenic foci. In the ACR TI-RADS, the TI-RADS risk level for nodules was determined by the total score of the five US categories, ranging from TR1 (benign) to TR5 (highly suspicious).
DOI: 10.6084/m9.figshare.14390489.v3
title: Emission impacts of China’s solid waste import ban and COVID-19 in the copper supply chain - source data

description: Data repository for the publication "Emission impacts of China’s solid waste import ban and COVID-19 in the copper supply chain"
DOI: 10.6084/m9.figshare.8070995.v1
title: Nye et al., DnmA methyltransferase

description: Mutation rate numbers calculations and equations for Table 1.Raw Spo0J-GFP foci count data supporting figure 4F
DOI: 10.6084/m9.figshare.3796092.v3
title: Solid stress and elastic energy as measures of tumour mechanopathology

description: Dataset of the figures in paper published by Nature Biomedical Engineering, entitled "Solid stress and elastic energy as measures of tumour mechanopathology."<br><br><br>
DOI: 10.6084/m9.figshare.14398049.v1
title: Is research with qualitative data more prevalent and impactful now? Interviews, case studies, focus groups and ethnographies [Spreadheets of data]

description: Spreadsheets about Qualitative Research prevalence over time.These spreadsheets contain the data used in the figures of the following paper, plus over 100 additional figures.<br>Is research with qualitative data more prevalent and impactful now? Interviews, case studies, focus groups and ethnographies.<br>Library & Information Science Research.
DOI: 10.15468/dl.quu3mp
title: Occurrence Download

description: A dataset containing 588 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Yponomeuta plumbella (Denis & Schiffermüller), 1776"
 ]
}

 The dataset includes 588 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009638-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28750520.v1
title: Gut Microbiome and Metabolomics Data in Human Samples

description: This dataset includes gut microbiota 16S rRNA sequencing abundance tables and blood metabolomics LC-MS results from human samples
DOI: 10.6084/m9.figshare.21729299.v1
title: Pull-off tests data and procedures

description: Pull-off tests were conducted on the field to evaluate the pull-off strength of CFRP composite systems adhesively bonded to a steel/concrete substrate.
DOI: 10.6084/m9.figshare.27979883.v1
title: Supplementary Material for: Urinary lactate-to-creatinine ratio during the first days of life correlates with the degree of brain damage in premature infants

description: Introduction
This study aimed to assess the association between the urinary lactate-to-creatinine ratio (ULCR) and brain spectroscopy (1H-MRS) findings in very-low-gestational-age (VLGA) infants with and without preterm brain injury.
Methods
Urine samples were collected from 54 VLGA infants during the first week of life, after one month of life, and at term-equivalent age (TEA). Urinary lactate was measured via highly selective liquid chromatography-tandem mass spectrometry (LC-MS/MS) with a quantitative Organic Acid Analysis Kit and expressed as the ULCR. MRI and 1H-MRS were performed at TEA. The Kidokoro grading system was used to assess the Global Brain Abnormality Score (GBAS).
Results
VLGA infants with a GBAS moderate+severe had higher ULCRs on the 2nd and 3rd days of life (DOLs) than those with a GBAS normal or mild. Only the GBAS moderate+severe subgroup presented with a secondary increase in the ULCR on the 3rd DOL, whereas in the GBAS normal or mild, the ULCR oscillated around similar values or gradually decreased. Significant positive correlations were detected between the ULCR on the 3rd DOL and the lactate/creatinine and lactate/N-acetyl aspartate ratios measured via 1H-MRS at TEA (r=0.308; p=0.022 and r=0.334; p=0.013, respectively).
Conclusions
An increased ULCR during the first three DOLs in patients with a GBAS moderate+severe suggest an energy catastrophe that may play a role in the development of premature brain injury. Serial measurement of the ULCR during the first days of life may help in the early identification of premature infants at risk for moderate+severe brain damage.
DOI: 10.6084/m9.figshare.14669958.v1
title: Annex 2 Questionnaire for Risk assessment of waste management factors.pdf

description: Questionnaire of FMEA to assess risk failure
DOI: 10.6084/m9.figshare.10010489.v1
title: Supplementary Data 3

description: This file contains performance results for the simulated disease exomes described in the main publication.<br>
DOI: 10.6084/m9.figshare.16457679.v1
title: Supplementary Material for: Assessing Light and Energy-Based Therapy by Optical Coherence Tomography and Reflectance Confocal Microscopy: A Randomized Trial of Photoaged Skin

description: <b><i>Background and Objectives:</i></b> Image-guided quantitative and semi-quantitative assessment of skin can potentially evaluate treatment efficacy. Optical coherence tomography (OCT) and reflectance confocal microscopy (RCM) are ideal for this purpose. This study assessed clinically relevant statistical changes in RCM and OCT features in photoaged skin after light and energy-based therapy. <b><i>Methods:</i></b> Novel statistical analyses were performed using OCT and RCM data collected during a previously published trial: a 12-week study of female décolleté skin randomized to four areas treated with thulium laser (L), photodynamic therapy (PDT), combined L-PDT, and control. Eight semi-quantitative RCM scores of photodamage and OCT measurements of skin roughness, blood flow, and epidermal thickness (ET) were evaluated and compared to dermoscopy and clinical skin scores. In statistical analysis, estimated treatment difference (ETD) was calculated. <b><i>Results:</i></b> Twelve women with moderate to severe photodamage were included. RCM and OCT data demonstrated a trend towards rejuvenation of epidermis with increased ET, changes in skin surface, and improved honeycomb pattern in RCM. In angiographic OCT, non-significant changes towards more regular capillary meshes were shown, which matched a decline in appearance of gross telangiectasias in dermoscopy. Improved skin tone after laser and L-PDT was identified in RCM, showing less edged papillae in 36% and 45%, and lentigo number declined in 55% of patients after treatments in dermoscopy. Based on clinical scores, L-PDT provided the greatest clinical improvement, which corresponded to superior ETD outcomes in ET and edged papillae shown in OCT and RCM, respectively. <b><i>Conclusion:</i></b> Objective OCT and RCM assessment of skin rejuvenation was demonstrated in this study. Importantly, image-based improvements corresponded to favorable clinical skin scores and fewer photoaging characteristics in dermoscopy. Importantly, most changes did not reach statistical significance, prompting further studies and emphasizing the modest value of non-randomized, non-blinded anti-aging trials.
DOI: 10.6084/m9.figshare.26096638.v1
title: Chloroplast_path_sequence.fasta

description: Circular chloroplast assembly for plant species Phragmites australis assembled with Pacbio HiFi reads, using software PMAT, and manually curated with Bandage
DOI: 10.6084/m9.figshare.6621923.v1
title: Restroom Use Data

description: Data on restroom use in three buildings on UCLA Campus
DOI: 10.6084/m9.figshare.26069293.v1
title: ICE CREAMS V1 Outputs for Phenology paper and Trends Paper

description: These are the training data for the ICE CREAMS V1 (github repo for training model attached).
DOI: 10.34740/kaggle/dsv/11636778
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.6084/m9.figshare.5129074.v1
title: Supplementary Material for: Identification of an Immune-Neuroendocrine Biomarker Panel for Detection of Depression: A Joint Effects Statistical Approach

description: <b><i>Background/Aims:</i></b> Less than half of depression patients are correctly diagnosed within the primary care setting. Previous proteomic studies have identified numerous immune and neuroendocrine changes in patients. However, few studies have considered the joint effects of biological molecules and their diagnostic potential. Our aim was to develop and validate a diagnostic serum biomarker panel identified through joint effects analysis of multiplex immunoassay profiling data from 1,007 clinical samples. <b><i>Methods:</i></b> In stage 1, we conducted a meta-analysis of two independent cohorts of 78 first-/recent-onset drug-naive/drug-free depression patients and 156 controls and applied the 10-fold cross-validation with least absolute shrinkage and selection operator regression to identify an optimal diagnostic prediction model (biomarker panel). In stage 2, we tested the discriminatory performance of this biomarker panel using the naturalistic Netherlands Study of Depression and Anxiety (NESDA) cohort of 468 depression patients and 305 controls. <b><i>Results:</i></b> An optimal panel of 33 immune-neuroendocrine biomarkers and gender was selected in the meta-analysis. Testing this biomarker-gender panel using the NESDA cohort resulted in a moderate to good performance to differentiate patients from controls (0.69 &lt; AUC &lt; 0.86), particularly the first-episode patients free of chronic non-psychiatric diseases or medications and following incorporation of sociodemographic covariates (0.76 &lt; AUC &lt; 0.92). <b><i>Conclusion:</i></b> Despite the need for additional validation studies, we demonstrated that a blood-based biomarker-sociodemographic panel can detect depression in naturalistic healthcare settings with good discriminatory power. Further refinements of blood biomarker panels aiding in the diagnosis of depression may provide a cost-effective means to increase accuracy of clinical diagnosis within the primary care setting.