cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.7594007.v1
title: Supplementary Material for: The Pioneering and Unknown Stereotactic Approach of Roeder and Orthner from Göttingen. Part II: Long-Term Outcome and Postmortem Analysis of Bilateral Pallidotomy in the Pre-Levodopa Era

description: Before the advent of levodopa, pallidotomy was initially the most effective treatment for Parkinson disease, but it was soon superseded by thalamotomy. It is widely unknown that, similar to Leksell, 2 neurologists from Göttingen, Orthner and Roeder, perpetuated pallidotomy against the mainstream of their time. Postmortem studies demonstrated that true posterior and ventral pallidoansotomy sparing the overwhelming mass of the pallidum was accomplished. This was due to a unique and individually tailored stereotactic technique even allowing <i>bilateral</i> staged pallidotomies. In 1962, the long-term effects (3-year follow-up on average) of the first 18 out of 36 patients with staged <i>bilateral</i> pallidotomies were reported in great detail. Meticulous descriptions of each case indicate long-term improvements in parkinsonian rigidity and associated pain, as well as posture, gait, and akinesia (e.g., improved repetitive movements and arm swinging). Alleviation of tremor was found to require larger lesions than needed for suppression of rigidity. No improvement in speech, drooling, or seborrhea was observed. By 1962, the team had operated 13 patients with postencephalitic oculogyric crises with remarkable results (mean follow-up: 5 years). They also described alleviation of nonparkinsonian hyperkinetic disorders (e.g., hemiballism and chorea) with pallidotomy. The reported rates for surgical mortality and other complications<b><i></i></b> had been remarkably low, even if compared to those reported after the revival of pallidotomy by Laitinen in the post-levodopa era. This applies also to <i>bilateral</i> pallidotomy performed with a positive risk-benefit ratio that has remained unparalleled to date. The intricate history of pallidotomy for movement disorders is incomplete without an appreciation of the achievements of the Göttingen group.
DOI: 10.17632/6n89j7zv83
title: JAAD_Supplement Table I

description: Supplemental Table 1. Frequency of HS Symptoms Ever Experienced and Representative Quotes
DOI: 10.17632/fbv8xyyzv9
title: Academic information and behavioral and motivational aspects of brazilian researchers

description: The dataset presents academic information and behavioral and motivational aspects of researchers affiliated to Brazilian public universities.
DOI: 10.17632/y6dvssx73b
title: Chest Diseases Using Different Medical Imaging and Cough Sounds

description: This dataset contains cough sound images (CSI), chest X-rays (CXR), and CT scan images of several chest diseases such as COVID-19, lung cancer (LC), consolidation lung (COL), atelectasis (ATE), tuberculosis (TB), pneumothorax (PNEUTH), edema (EDE), pneumonia (PNEU) and normal (NOR). The dataset was collected from Al-Shafa Hospital, Multan, Pakistan in collaboration with Apple Pharma medicine dealer company. The statistics of the dataset are presented in Table 1. The meta-information of the patient is not provided. However, the dataset is about 20% of female and 80% of male CSI, CXR, and CT scan images. In addition, CXR, CSI, and CT scans of individuals aged 41 to 62 years were collected. Table 1. Statistics of the chest diseases dataset. Sr# Chest Diseases CSI CXR CT 1 COVID-19 28 5 17 2 Lungs Cancer 30 7 5 3 Consolidation Lung 18 5 3 4 Atelectasis 25 4 4 5 Tuberculosis 27 4 6 6 Pneumothorax 18 5 4 7 Edema 18 5 9 8 Pneumonia 16 10 15 9 Normal 24 6 8
DOI: 10.6084/m9.figshare.23913078.v1
title: Ecology and phylogeny of nitric oxide producing nitrite reductases NirK and NirS

description: <b>nirK_2021_woutgroup.faa.fasta: </b>Amino acid alignment of Cu-type nitrite reductase proteins and outgroup<b>NirK_export_from_ITOL_bootstraps.nwk:</b> Maximum likelihood tree of amino acid alignment of Cu-type nitrite reductase proteins and outgroup<b>NirS_2021_alignment.fasta: </b>Amino acid alignment of cytochrome cd1-type nitrite reductase proteins and outgroups<b>NirS_export_from_ITOL_bootstraps.nwk:</b> Maximum likelihood tree of amino acid alignment of cytochrome cd1-type nitrite reductase proteins and outgroups<b>GToTree_HugGenes_NirKS.nwk.treefile:</b> "organism" phylogeny of assemblies used in NirK and NirS reference phylogenies, using genes searched by GToTree for the "Hug et al" single copy gene set<b>NirK_2021.gpkg:</b> reference package for GraftM search of NirK in metagenomes<b>nirS_2021_refpack.gpkg:</b> reference package for GraftM search of NirS in metagenomes<b>clade_specific_HMMs:</b> folder containing fasta amino acid sequences and HMMs for each clade in the NirK and NirS reference trees. Models are provided as-is. Users must validate the appropriate e-value cutoffs to optimize sensitivity and specificity for their own purposes.Additional interactive versions of trees can be found in ITOL under: https://itol.embl.de/tree/772352422250261699024512# and https://itol.embl.de/tree/77235243231271051662352824<br>
DOI: 10.15468/dl.etvbcv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagamichthys schnakenbecki (Krefft, 1953)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((42.8012 -16.5547,42.4342 -16.6376,42.2188 -17.038,42.391 -17.4288,42.6657 -17.5533,43.0375 -17.4752,43.2579 -17.0968,43.0959 -16.69,42.8012 -16.5547))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013166-250525065834625/datasets/export for details.
DOI: 10.17632/pmkb8jfz73
title: Liquidity risk & Profitability: cases of commercial banks in Vietnam

description: Balanced panel data within 26 Commercial banks in Vietnam. Data variables are described in the file
DOI: 10.6084/m9.figshare.21293721.v1
title: Supplementary Material for: Sex differences in health conditions associated with sexual assault in a large hospital population

description: Introduction: Sexual assault is an urgent public health concern with both immediate and long-lasting health consequences, affecting 44% of women and 25% of men during their lifetimes. Large studies are needed to understand the unique healthcare needs of this patient population. Methods: We mined clinical notes to identify patients with a history of sexual assault in the electronic health record (EHR) at Vanderbilt University Medical Center (VUMC), a large university hospital in the Southeastern United States, from 1989 to 2021 (N=3,376,424). Using a phenome-wide case-control study, we identified diagnoses co-occurring with disclosures of sexual assault. We performed interaction tests to examine whether sex modified any of these associations. Association analyses were restricted to a subset of patients receiving regular care at VUMC (N=833,185). Results: The phenotyping approach identified 14,496 individuals (0.43%) across the VUMC-EHR with documentation of sexual assault and achieved a positive predictive value of 93.0% (95% CI=85.6%-97.0%), determined by manual patient chart review. Out of 1,703 clinical diagnoses tested across all subgroup analyses, 465 were associated with sexual assault. Sex-by-trauma interaction analysis revealed 55 sex-differential associations and demonstrated increased odds of psychiatric diagnoses in male survivors. Discussion / Conclusion: This case-control study identified associations between disclosures of sexual assault and hundreds of health conditions, many of which demonstrated sex-differential effects. The findings of this study suggest that patients who have experienced sexual assault are at risk for developing wide-ranging medical and psychiatric comorbidities and that male survivors may be particularly vulnerable to developing mental illness.
DOI: 10.6084/m9.figshare.21308463.v3
title: An Applicable Dataset of Electronic Health Records with a Focus on CTA Results in Pulmonary Embolism Disease

description: A new dataset associated with EHR data, involving patients suspicious of PE, including positive PE, healthy and COVID-19 patients suspected of PE. The dataset included PE diagnosis based on CTA imaging results, biographic data, vital signs, laboratory test results, past medical history and, medications. This dataset can utilize in the evolution of PE studies based on machine learning and artificial intelligence.<br> <br>
DOI: 10.17632/p68xs6j624
title: Carbon reduction and energy transition targets of European companies

description: Database collected by authors and R script for data analysis, concerning the carbon reduction and energy transition targets of the largest European companies.
DOI: 10.6084/m9.figshare.741296.v1
title: Continuos Glucose Monitor Data

description: 7 months of Continuous Gloucose Monitor Data for 14 year old patient.
DOI: 10.17632/mtsz9yc2j9
title: Data for: Philoxenia offered to tourists? A rural tourism perspective

description: Tourists’ perceptions of genuine hospitality may be molded by hosts’ readiness and capacity to offer ‘philoxenia’. This study sought to explore whether the most generous and benevolent form of hospitality, ‘philoxenia’, is currently attainable. Rural tourism is a fitting context because it allows generosity and strong emotional dealings between guests and hosts. Findings derived from informal interviews with stakeholders in rural tourism enterprises in Cyprus show that the notion of philoxenia is essentially founded on ‘philallilia’ (love for the other). However, it is called on to address challenges such as shifting societal values and a ‘fear of the stranger’. Nonetheless, philoxenia can be cultivated, provided that organizational values shift towards anthropocentric rather than ego/commercial-centric activities. This paper discusses managerial implications and establishes a future research agenda for this under-researched notion.
DOI: 10.17632/rm6vv3xwj9
title: Eye tracking data of South East Asian individuals' movements when looking at bowel cancer promotion messages

description: While promotional visual imagery can significantly increase CRC screening, the specific impact of messages and imagery among ethnic minorities and individuals from socioeconomically deprived communities needs further exploration. This study informed the development of optimized bowel cancer screening promotion images tailored at the wider audience, South Asian community in the UK, in which screening uptake is only 33% and in India where both awareness and organized screening programs from colorectal cancer is scarce. The research aims to bridge the gap between existing visual health communication methods and their effectiveness among diverse populations, ultimately working to reduce screening disparities and improve early detection rates.
DOI: 10.6084/m9.figshare.26867272.v1
title: CardozoPinto_etal_SourceData.prism

description: This is the source data for the manuscript "Opponent control of reinforcement by striatal dopamine and serotonin"
DOI: 10.17632/n2gsjb3vk3
title: Good and bad classification of apple

description: Sure! Here's a concise data description within 3000 characters for a project titled "Good and Bad Classification of Apples":


---

Project Title: Good and Bad Classification of Apples

Data Description:

The dataset used in this project is centered around the classification of apples into two categories: good (fit for sale/consumption) and bad (damaged, rotten, or otherwise unfit). The dataset comprises images of apples collected under controlled as well as natural conditions, and optionally, corresponding annotations or metadata.

1. Data Types:

Image Data: The primary data consists of RGB images of individual apples.

Labels: Each image is labeled as either “good” or “bad”.

Optional Metadata (if available):

Time of capture

Lighting condition

Apple variety

Temperature or humidity readings at the time of image capture



2. Image Characteristics:

Resolution: Images range from 224x224 to 512x512 pixels.

Background: Mixture of plain (controlled lab settings) and complex (orchard or market environments).

Lighting: Includes both natural and artificial lighting.

Angle and Orientation: Varies to simulate real-world usage scenarios in sorting systems.


3. Good Apples:

Visually appealing

No visible bruises, rot, or mold

Uniform shape and color

Examples might show apples with minimal surface blemishes or minor imperfections


4. Bad Apples:

Presence of:

Mold

Bruising

Cuts or cracks

Discoloration or rot


Some may be partially decomposed

Often irregular in shape or visibly damaged


5. Sources:

Agricultural research datasets

Custom image captures from farms or marketplaces

Open-source image repositories with suitable licensing (e.g., Creative Commons)


6. Data Split:

Training set: 70%

Validation set: 15%

Test set: 15%

Stratified to ensure balanced class representation across splits


7. Preprocessing:

Image resizing and normalization

Data augmentation (flipping, rotation, brightness/contrast adjustments) to increase model robustness

Optional noise filtering and background removal to improve focus on the apple surface


8. Use Cases:

Automated sorting systems in agriculture

Quality control for fruit suppliers and supermarkets

Educational tools for machine learning in agricultural contexts



---

Let me know if you’d like to include technical details about models or preprocessing pipelines as well.
DOI: 10.26180/5f6be2a84dc4d
title: filtered dataset GBS Cakile

description: filtered datasetGenotype-by-Sequencing (GBS) Cakile edentula, Cakile maritima and hybrids<br><br>
DOI: 10.6084/m9.figshare.16629118.v1
title: Current Moments Weak Field Streamer Collision

description: Current Moment Data from Cases 1-6 (M), for my 2021 paper, along with the respective time of each data point. <br><br><br><br>
DOI: 10.6084/m9.figshare.913739.v2
title: ISSN to Linking ISSN Mapping Table: Official Version (2013.02) and updates & corrections

description: Contains three files: <strong>1. ISSN_to_ISSN-L_20130201_original.txt</strong> Mapping table which maps any ISSN to the official Linking ISSN. Latest version can be obtained here: http://www.issn.org/services/online-services/access-to-the-issn-issn-l-table/ Although the majority of the ISSN-Register members are publicly funded national libraries, the data is not open. <strong>2. ISSN_to_ISSN-L_Corrections_only</strong> Updates from various sources (see 4th column) <strong>3. ISSN_to_ISSN-L_20130201_modified.txt</strong> Merged list
DOI: 10.17632/tgxw2g4stx
title: [Dataset] Eco-friendly nanocomposite scaffolds: physicochemical analysis of starch matrices integrated with Turbinaria ornata-mediated CuO nanoparticles

description: This dataset comprehensively characterizes starch-based nanocomposite scaffolds reinforced with copper oxide nanoparticles (CuO NPs) synthesized using Turbinaria ornata, a brown algae, as a green reducing and stabilizing agent. The study employs UV-visible spectroscopy (UV-Vis) to verify CuO NP formation via absorbance peaks and monitor reaction kinetics. Fourier-transform infrared spectroscopy (FT-IR) identifies functional groups in the algal extract and elucidates interactions between starch polymers and nanoparticles, such as hydrogen bonding or electrostatic forces. X-ray diffraction (XRD) confirms the crystalline phase and purity of biosynthesized CuO NPs, while scanning electron microscopy (SEM) reveals the scaffold’s porous architecture, surface topography, and homogeneous nanoparticle dispersion. Thermal gravimetric analysis (TGA) evaluates the nanocomposite’s thermal stability and decomposition behavior, highlighting the reinforcing effect of CuO NPs on starch matrices. Dynamic light scattering (DLS) measures nanoparticle hydrodynamic size, polydispersity, and colloidal stability in suspension, critical for assessing biocompatibility. The dataset underscores the synergy between eco-friendly synthesis (using Turbinaria ornata extract) and enhanced scaffold functionality, such as improved mechanical strength, thermal resistance, and controlled degradation. These insights advance sustainable biomaterial design, particularly for tissue engineering, wound healing, or drug delivery, where biodegradable starch-algae nanocomposites offer alternatives to synthetic counterparts. Researchers can utilize this integrated analytical approach to optimize algal-mediated nanoparticle synthesis, tailor scaffold properties, and validate eco-conscious strategies for developing high-performance nanohybrid systems. The work bridges green chemistry principles with material science, emphasizing scalability and environmental safety in nanotechnology applications.
DOI: 10.17632/xgs82d9m9c
title: Worldwide Governance Indicators and Corruption Perception Index Dataset 2012-2021

description: Worldwide Governance Indicators and Corruption Perception Index Dataset 2012-2021
DOI: 10.25441/arts.12580448.v1
title: John Miers - John Hicklenton's Zoom Meeting

description: This strip is part of an ongoing project using autobiographical drawing to express, conceptualise and cope with my experience of living with multiple sclerosis. The first instalment was produced during a postdoctoral residency in UAL’s Archives and Special Collections Centre at LCC. Guided by the residency’s requirement to respond to work held in the archives, and my existing interest in stylistic ventriloquism, I produced two anecdotal stories that adopted graphic languages inspired by Mark Beyer and Ivan Brunetti. Perhaps paradoxically, drawing “in drag” as another cartoonist provided freedom to speak without restraint about some of the most challenging aspects of my illness. In more recent work I’ve begun to address more directly my understanding of my still relatively new status as a “disabled” individual, and have incorporated aspects of my archival research that were not reflected in the earlier comic: the experiences and reflections of musician Lindsay Cooper and cartoonist John Hicklenton, both of whom suffered from MS. If there is an argument here, it is that trauma is always experienced in relation to our social world. My coming-to-terms with illness – a process that, in the case of progressive disease, can never be completed – is reframed by my response to our current state of global ill-heath and to the experiences of two individuals who passed away long before I began this work. To ask whether Hicklenton’s horrific imagery here serves as a metaphor for personal pain or pervasive pandemic is to miss the point: we all experience both simultaneously.
DOI: 10.6084/m9.figshare.5349082.v3
title: Data for Smith et al. Nature Communications

description: Data that corresponds to recently accepted manuscript, Shifts in pore connectivity from precipitation versus groundwater rewetting increases soil carbon loss after drought. Nature Communications (2017-2018).A. Peyton Smith<sup>1</sup><sup>*</sup>, Ben Bond-Lamberty<sup>2</sup>, Brian W. Benscoter<sup>3</sup>, Malak M. Tfaily<sup>4</sup>, C. Ross Hinkle<sup>5</sup>, Chongxuan Liu<sup>1,6</sup>, and Vanessa L. Bailey<sup>1*</sup> <sup>1</sup>Biological Sciences Division, Pacific Northwest National Laboratory, 902 Battelle Boulevard, Richland, WA 99352 USA<sup>2</sup>Joint Global Change Research Institute, Pacific Northwest National Laboratory, 5825 University Research Court, Suite 3500, College Park, MD 20740 USA<sup>3</sup>Florida Atlantic University, Department of Biological Sciences, 3200 College Avenue, Davie, FL 33314 USA<sup>4</sup>Environmental Molecular Sciences Laboratory,<sup> </sup>Pacific Northwest National Laboratory, 902 Battelle Boulevard, Richland, WA 99352 USA<sup>5</sup>University of Central Florida, Ecosystem Processes and Services Laboratory, 4110 Libra Drive, Orlando, FL 3216-2368 USA<sup>6</sup>Southern University of Science and Technology, Shenzhen, 518055 China*Correspondence and requests for materials should be addressed to A. Peyton Smith (apeyton.smith@gmail.com) and Vanessa Bailey (vanessa.bailey@pnnl.gov). <b> </b>
DOI: 10.6084/m9.figshare.27304953.v1
title: “I remember, I saw, I knew”_ Journalists’ use of first-person storytelling in award-winning podcasts.xlsx

description: This study focuses on first-person storytelling in six award-winning podcast series. Using grounded theory, first-person language is explored to define its utility as a journalistic practice and its subversion of journalistic objectivity norms. This study’s analysis found that podcast hosts used their own lived experiences to convey an array of journalistic and literary devices, such as eye-witnessing and retrospective reporting. By investigating podcasting’s narrative techniques and its positioning within the process of collective memory, this research sheds light on podcasting’s role in amplifying marginalized voices, examining complex social justice issues, and shaping journalism culture.
DOI: 10.6084/m9.figshare.28540295.v1
title: Research Data1.docx

description: Dietary and Prey Community Composition Dataset for Rhinolophus episcopus and R. osgoodi: COI-Metabarcoding Analysis and Foraging Habitat Moth Abundance<b>Table </b><b>1</b><b>.</b><b> </b>Relative read abundance of prey families in the diet of R. episcopusand R. osgoodi based on COI gene sequences.<b>Table </b><b>2</b><b>.</b><b> </b>Relative abundance of 25 silent eared moth speciesand six earless species collected in the bats foraging habitats. A total of 918 individuals were collected.
DOI: 10.6084/m9.figshare.6653192.v3
title: Drosophila genes used to build phylogeny

description: List of Genbank accession numbers for genes used for building phylogenic trees for Drosophila study
DOI: 10.17632/767nyxr284
title: The lungs’ communication with their related acupuncture points

description: This data compliments a paper entitled: The lungs’ communication with their related acupuncture points. The paper fully describes and analyses the data. At the time of writing, the paper is still in production. Please see the links at the end of this dataset, which will be updated once the paper is published. A previous experiment (see links at end) determined that the tissue at stomach-related acupoints contains real-time physical patterns that reflect fine detail of the stomach’s function. The current experiment was intended to test if this phenomenon also existed at lung-related acupoints. The associated paper demonstrates that the impedance waves recorded at the lung-related acupoints contained a real-time reflection of the subject’s breathing pattern. This is consistent with Kovich’s intelligent tissue hypothesis. The analysis of the results also demonstrated that they were not due to artefact of any description, including the muscular activity of respiration, or bioelectrical signals, including those from the respiration pacesetter. Instead, the resultant waves did seem to represent pacesetter activity, though this appeared to originate from the lungs themselves, which is inconsistent with the current thinking concerning the respiration pacesetter. The results therefore also suggest that the current knowledge in this area is incomplete.