cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5727576
title: Pre-Treatment Neutrophil-to-Lymphocyte and Platelet-to-Lymphocyte Ratios as Predictors of Occult Cervical Metastasis in Clinically Negative Neck Supraglottic and Glottic Cancer

description: I uploaded the dataset of the patient enrolled in the manuscript: Salzano, Giovanni, Francesco Perri, Fabio Maglitto, Giulia Togo, Gianluca R. De Fazio, Michela Apolito, Federica Calabria, Claudia Laface, Luigi A. Vaira, Umberto Committeri, Mario Balia, Ettore Pavone, Corrado Aversa, Francesco A. Salzano, Vincenzo Abbate, Alessandro Ottaiano, Marco Cascella, Mariachiara Santorsola, Roberta Fusco, Luigi Califano, and Franco Ionna. 2021. "Pre-Treatment Neutrophil-to-Lymphocyte and Platelet-to-Lymphocyte Ratios as Predictors of Occult Cervical Metastasis in Clinically Negative Neck Supraglottic and Glottic Cancer" <em>Journal of Personalized Medicine</em> 11, no. 12: 1252. https://doi.org/10.3390/jpm11121252
DOI: 10.5281/zenodo.5727575
title: Pre-Treatment Neutrophil-to-Lymphocyte and Platelet-to-Lymphocyte Ratios as Predictors of Occult Cervical Metastasis in Clinically Negative Neck Supraglottic and Glottic Cancer

description: I uploaded the dataset of the patient enrolled in the manuscript: Salzano, Giovanni, Francesco Perri, Fabio Maglitto, Giulia Togo, Gianluca R. De Fazio, Michela Apolito, Federica Calabria, Claudia Laface, Luigi A. Vaira, Umberto Committeri, Mario Balia, Ettore Pavone, Corrado Aversa, Francesco A. Salzano, Vincenzo Abbate, Alessandro Ottaiano, Marco Cascella, Mariachiara Santorsola, Roberta Fusco, Luigi Califano, and Franco Ionna. 2021. "Pre-Treatment Neutrophil-to-Lymphocyte and Platelet-to-Lymphocyte Ratios as Predictors of Occult Cervical Metastasis in Clinically Negative Neck Supraglottic and Glottic Cancer" <em>Journal of Personalized Medicine</em> 11, no. 12: 1252. https://doi.org/10.3390/jpm11121252
DOI: 10.6084/m9.figshare.14924214
title: Data from 'Cost distances and least cost paths respond differently to cost scenario variations'

description: A README file is included into the dataset.<br>Abstract of the corresponding article:Biodiversity conservation measures designed to ensure ecological connectivity depend on the reliable modeling of species movements. Least cost path modeling makes it possible to identify the most likely dispersal paths within a landscape and provide two items of ecological relevance: (i) the spatial location of these least cost paths (LCPs) and (ii) the accumulated cost along them ('cost distance', CD). This spatial analysis requires that cost values be assigned to every type of land cover. The sensitivity of both LCPs and CDs to the cost scenarios has not been comprehensively assessed across realistic landscapes and diverging cost scenarios. We therefore assessed it in diverse landscapes sampled over metropolitan France and with widely diverging cost scenarios. The spatial overlap of the LCPs was more sensitive to the cost scenario than the CD values were. Besides, highly correlated CD matrices could derive from very diff?erent cost scenarios. Although the range of the cost values and the properties of each cost scenario signi?ficantly in influenced the outputs of LCP modeling, landscape composition and con?guration variables also explained their variations. Accordingly we provide guidelines for the use of LCP modeling in ecological studies and conservation planning.<br>
DOI: 10.6084/m9.figshare.16822978.v4
title: deepMTJ test-set data

description: This dataset comprises 1344 images of muscle-tendon junctions recorded with 3 ultrasound imaging systems (Aixplorer V6, Esaote MyLab60, Telemed ArtUs), on 2 muscles (Lateral Gastrocnemius, Medial Gastrocnemius), and 2 movements (isometric maximum voluntary contractions, passive torque movements).<br>
DOI: 10.5255/ukda-sn-855042
title: Matches and Mismatches in Nominal Morphology and Agreement: Learning from the Acquisition of Eegimaa, 2017-2020

description: This archive contains a unique collection of naturalistic child language data collected between 2017 and 2020 in Southern Senegal. The deposit contains ELAN files of annotated data based on recordings of children's production and child directed speech in naturalistic settings. The language under investigation is Eegimaa, a Jóola language of sourthern Senegal. This is part of the Atlantic branch of the Niger‑Congo Phylum. The data was collected as part of a research project which investigates the acquisition of an Atlantic noun class system. Our research looks at the factors underlying children’s learning of nominal class prefixes and syntactic and semantic agreement at the level of the NP. We focus on questions including the following. • Which elements of noun class morphology do children begin to use productively? • What is the role of input frequency, morphological salience, and transparency in children acquisition of noun class and agreement in Eegimaa? • Are errors in the production of nominal class prefixes also reflected in children’s use of the corresponding agreement markers?
DOI: 10.6084/m9.figshare.16822978.v5
title: deepMTJ test-set data

description: <b>Instroduction</b>This dataset comprises 1344 images of muscle-tendon junctions recorded with 3 ultrasound imaging systems (Aixplorer V6, Esaote MyLab60, Telemed ArtUs), on 2 muscles (Lateral Gastrocnemius, Medial Gastrocnemius), and 2 movements (isometric maximum voluntary contractions, passive torque movements).<br><br><b>Detailed Info: https://osf.io/wgy4d</b><br><br><b>Repository Structure </b><code>2021_Unet_deepmtj_ieeetbme_model.tf</code>: trained model weights of our network published in Leitner <em>et al.</em> 2021a<code>testset_frames.h5</code>: testset frames saved in an hdf5 file structure. The structure of the first frame corresponds to: ['testset_fullres/frame_0001'] and ['testset_256x128px/frame_0001'].<code>testset_frames.zip</code>: jpg-images of testset frames in full resolution and in model input resolution (256x128px)<code>testset_frames_annotated.zip</code>: expert annotated jpg-images of testset frames in full resolution and in model input resolution (256x128px)<code>testset_logic_labels.csv</code>: logic array containing following information for each frame ['Frame Nr.', 'Instrument', 'Muscle', 'Movement', 'Expert X (fullres)', 'Expert Y (fullres)', 'Expert X (256x128px)', 'Expert Y (256x128px)']<br>
DOI: 10.15468/cnmm5f
title: Pelagic amphipods (Crustacea: Amphipoda: Hyperiidea) in western Mexico. 6. Superfamily Vibilioidea. Families Paraphronimidae and Vibiliidae

description: This dataset contains the digitized treatments in Plazi based on the original journal article Gasca, Rebeca, Hendrickx, Michel E. (2021): Pelagic amphipods (Crustacea: Amphipoda: Hyperiidea) in western Mexico. 6. Superfamily Vibilioidea. Families Paraphronimidae and Vibiliidae. Zootaxa 5071 (4): 563-578, DOI: https://doi.org/10.11646/zootaxa.5071.4.5
DOI: 10.5281/zenodo.5727796
title: Generation, Emission, Transportation, and Deposition of Aeolian Dust from Loess Deposits in the Southern China

description: Datasets support the paper "Generation, Emission, Transportation, and Deposition of Aeolian Dust from Loess Deposits in the Southern China".
DOI: 10.5281/zenodo.5727795
title: Generation, Emission, Transportation, and Deposition of Aeolian Dust from Loess Deposits in the Southern China

description: Datasets support the paper "Generation, Emission, Transportation, and Deposition of Aeolian Dust from Loess Deposits in the Southern China".
DOI: 10.5281/zenodo.5727735
title: Neoarius midgleyi RB0543 ARBOR SPAdes preassembly

description: .
DOI: 10.5281/zenodo.5727734
title: Neoarius midgleyi RB0543 ARBOR SPAdes preassembly

description: .
DOI: 10.5255/ukda-sn-854190
title: Qualitative Interview Study of the Role of Patents in the Development and Delivery of Non-invasive Prenatal Diagnosis, 2014-2019

description: These qualitative interviews explore the influence of patents on practice at a ‘micro’ level, that is, how patents and beliefs about patents influence the practice of those who are actually involved in translational research. The focus of this research is on the behaviour and motivations of individuals, but it also investigated the institutional and cultural context which underlies that behaviour. Interviewees were selected on the basis of their role in the four phases of translation in NIPT and included senior researchers; legal counsel and managers of commercial testing providers; laboratory managers; clinical geneticists and obstetricians; technology transfer professionals; and health service managers. Interviews sought to elicit day-to-day practice as well as exploring motivations and reasons for particular behaviour and interviews were conducted according to an interview schedule which covered core areas for all interviews, and areas specific to the profession of the expert interviewee. Interviews were transcribed by a professional transcriber.
DOI: 10.15468/6v9p9a
title: Morphology of camouflage by encrustation in the spider crabs Schizophrys dahlak and Hyastenus hilgendorfi (Decapoda: Brachyura: Majoidea: Epialtidae) from the Suez Canal, Egypt

description: This dataset contains the digitized treatments in Plazi based on the original journal article Osman, Marwa M., Sallam, Wafaa S., Madkoura, Fedekar F., Wicksten, Mary K. (2021): Morphology of camouflage by encrustation in the spider crabs Schizophrys dahlak and Hyastenus hilgendorfi (Decapoda: Brachyura: Majoidea: Epialtidae) from the Suez Canal, Egypt. Journal of Natural History 55 (33 - 34): 2047-2064, DOI: 10.1080/00222933.2021.1973132
DOI: 10.15468/h2me42
title: New species of Crossodonthina from Mangshan National Nature Reserve (Nanling National Forest Park), China (Collembola: Neanuridae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Jiang, Ji-Gang, Wang, Qing-Yun (2021): New species of Crossodonthina from Mangshan National Nature Reserve (Nanling National Forest Park), China (Collembola: Neanuridae). Zootaxa 5071 (4): 587-599, DOI: https://doi.org/10.11646/zootaxa.5071.4.7
DOI: 10.6084/m9.figshare.16620274
title: One Year of COVID-19 Int'l Collaboration

description: Data on international collaboration for one year of COVID-19 research. CORD-19 data
DOI: 10.6084/m9.figshare.16620274.v1
title: One Year of COVID-19 Int'l Collaboration

description: Data on international collaboration for one year of COVID-19 research. CORD-19 data
DOI: 10.6084/m9.figshare.16691452
title: Metadata record for: Wide-field mosaics of corneal subbasal nerve plexus in Parkinson’s disease using in vivo confocal microscopy

description: This dataset contains key characteristics about the data described in the Data Descriptor Wide-field mosaics of corneal subbasal nerve plexus in Parkinson’s disease using in vivo confocal microscopy. <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.16691452.v1
title: Metadata record for: Wide-field mosaics of corneal subbasal nerve plexus in Parkinson’s disease using in vivo confocal microscopy

description: This dataset contains key characteristics about the data described in the Data Descriptor Wide-field mosaics of corneal subbasal nerve plexus in Parkinson’s disease using in vivo confocal microscopy. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format
DOI: 10.3886/e155481
title: Is Teacher-Student and Student-Principal Racial/Ethnic Matching Related to Elementary School Grade Retention?

description: This study uses data from the Early Childhood Longitudinal Study, 2010-2011 to better understand the rates of grade retention during elementary school and the factors associated with this grade retention. Using matched student-teacher and student-principal data, I apply within-student comparisons to examine the extent to which students with a teacher or principal of the same race/ethnicity had a lower probability of being retained. No evidence of a relationship is found between student-teacher and student-principal racial/ethnic matching and reduced grade retention for Black, Latinx, or White students.
DOI: 10.6084/m9.figshare.15198123
title: Metadata record for: COVID-19 Flow-Maps an open geographic information system on COVID-19 and human mobility for Spain

description: This dataset contains key characteristics about the data described in the Data Descriptor COVID-19 Flow-Maps an open geographic information system on COVID-19 and human mobility for Spain. <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.15198123.v1
title: Metadata record for: COVID-19 Flow-Maps an open geographic information system on COVID-19 and human mobility for Spain

description: This dataset contains key characteristics about the data described in the Data Descriptor COVID-19 Flow-Maps an open geographic information system on COVID-19 and human mobility for Spain. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format
DOI: 10.25345/c5fc57
title: MassIVE MSV000088451 - Multiple Molecular Pathways are influenced by Progranulin in a neuronal cell model
title: NSC-34 cells produced by fusing mouse embryonic spinal cord motor neuron with neuroblastoma cells expressing reduced level of PGRN (NSC-34/ShPGRN), NSC-34 cells overexpressing hPGRN(NSC-34-/hPGRN) or vector controls were compared in triplicate
DOI: 10.15468/azuu6h
title: The competition of native sponges and the sun coral Tubastraea spp. does not influence the morphological pattern of a new Photis (Photidae: Senticaudata)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Nogueira, Marcos Moura, Alves, Jessika, Neves, Elizabeth, Johnsson, Rodrigo (2021): The competition of native sponges and the sun coral Tubastraea spp. does not influence the morphological pattern of a new Photis (Photidae: Senticaudata). Journal of Natural History 55 (33 - 34): 2065-2081, DOI: 10.1080/00222933.2021.1973133
DOI: 10.5517/ccdc.csd.cc1ytgcl
title: CCDC 1811930: Experimental Crystal Structure Determination

description: Related Article: Bo-Han Zhu, Yan-Xin Zheng, Wei Kang, Chao Deng, Jin-Mei Zhou, Long-Wu Ye |2021|Sci.China.Chem.|64|1985|doi:10.1007/s11426-021-1069-7
DOI: 10.5517/ccdc.csd.cc25r2hj
title: CCDC 2018177: Experimental Crystal Structure Determination

description: Related Article: M.S. Sargsyan, A.A. Sargsyan, K.A. Avagyan, A.E.Badasyan, A. Kh. Khachatryan, A.G. Manukyan, G. A. Panosyan and A.G. Ayvazyan|2020|Arm.Khim.Zh.|73|391|
DOI: 10.5517/ccdc.csd.cc26sf4l
title: CCDC 2049259: Experimental Crystal Structure Determination

description: Related Article: A.A. Sargsyan, A. Kh. Khachatryan, A.E. Badasyan, K.A. Avagyan, A.G. Manukyan, G. A. Panosyan, A.G. Ayvazyan and  M.S. Sargsyan|2021|Arm.Khim.Zh.|74|113|
DOI: 10.5517/ccdc.csd.cc27zfc1
title: CCDC 2084823: Experimental Crystal Structure Determination

description: Related Article: Ju Young Lee, Srinivas Samala, Jiyoung Kim, Eun Jeong Yoo|2021|Org.Lett.|23|9006|doi:10.1021/acs.orglett.1c03549
DOI: 10.5517/ccdc.csd.cc27zlnh
title: CCDC 2084987: Experimental Crystal Structure Determination

description: Related Article: Bo-Han Zhu, Yan-Xin Zheng, Wei Kang, Chao Deng, Jin-Mei Zhou, Long-Wu Ye |2021|Sci.China.Chem.|64|1985|doi:10.1007/s11426-021-1069-7
DOI: 10.5517/ccdc.csd.cc280tjn
title: CCDC 2086161: Experimental Crystal Structure Determination

description: Related Article: Hannah Kurz, Gerald Hörner, Oskar Weser, Giovanni Li Manni, Birgit Weber|2021|Chem.-Eur.J.|27|15159|doi:10.1002/chem.202102086
DOI: 10.21227/8709-s624
title: radar data sardinia

description: Radar data and Pluviometric data for Sardinia (Italy)
DOI: 10.6084/m9.figshare.17082362
title: Raw pictures SampleA

description: This data set belongs to the paper "Complex pathways and memory in compressed corrugated sheets" by H. Bense and M. van Hecke, published in "Proceedings of the National Academy of Sciences of the United States of America". For more information on the methodology and techniques we refer to this article and the supplemental information belonging to the article.
DOI: 10.6084/m9.figshare.17082362.v1
title: Raw pictures SampleA

description: This data set belongs to the paper "Complex pathways and memory in compressed corrugated sheets" by H. Bense and M. van Hecke, published in "Proceedings of the National Academy of Sciences of the United States of America". For more information on the methodology and techniques we refer to this article and the supplemental information belonging to the article.
DOI: 10.6084/m9.figshare.17082449
title: BU_warmingEX_data_J Arid Environ.csv

description: Data from climate change and species loss experiments in a semi-arid grassland in Mongolia.<br>
DOI: 10.6084/m9.figshare.17082449.v1
title: BU_warmingEX_data_J Arid Environ.csv

description: Data from climate change and species loss experiments in a semi-arid grassland in Mongolia.<br>
DOI: 10.5281/zenodo.5727737
title: A compilation of experimental data on the mechanical properties and microstructural features of Ti-alloys

description: A compilation of mechanical properties of 286 distinct multicomponent Ti-based alloys. The majority of the data was published in high-quality journals since 2010 (≈84%) and concerns alloys produced via an ingot metallurgy route, followed by solubilization and water quench (≈58%), which is considered a standard condition for β-Ti alloys. The dataset includes the composition (in at.%), observed phases, Young modulus, hardness, yield strength, ultimate strength, and elongation, among other relevant features. The authors established a blind-review procedure for 1/3 of the dataset to mitigate human error during data extraction. Files: <strong>dax-ti-static.csv</strong>: static version of the dataset; can be easily imported into your preferred data processing software. <strong>table1-static.md</strong>: detailed description of properties and additional fields included in the database; requires *markdown extra* syntax; <strong>utils.py</strong>: a helper script to load and filter desired entries; dependencies are matplotlib(3.4.3+), numpy(1.21.2+), and pymatgen(2022.0.16+). For more information, please visit <strong>https://gitlab.com/comari/dax-ti</strong>.
description: This version of the dataset has been recently submitted to Scientific Data (SDATA-21-01305) for publication
DOI: 10.5281/zenodo.4282448
title: Evaluating registrations of serial sections with distortions of the ground truths. Supplemental data

description: <strong>Evaluating Registrations of Serial Sections With Distortions of the Ground Truths</strong> This is the supplemental data for our paper on how to benchmark registrations of serial sections with ground truths. The files are named as follows: *_challenge.7z: local distortions and global rigid transformations applied, the input for the benchmark we used. Use this to test your rigid and non-rigid methods. *_local-only.7z: only local distortions applied. *_local-DIST.7z: the distortion maps for local distortions. *_SURF-rigid.7z: local distortions and global rigid transformations applied, rigid transformations undone with SURF-based rigid-only method. Local distortions remain. Use this if your method does not cope well with large rigid transformations. _*vis.7z: visualizations of distortions. _rigid_ground.7z: the real rigid transformations used in the global phase. *_ground.7z: the ground truth. All data fit each other, no distortions. Use this to compare your registration result to it. There are three main modalities and one further, as a reference: CT_*: µCT data, a rabbit lung, 600 images. (In ground truth, and local distortions, and global transformations we supply more images that went into the benchmark, 50 more from both beginning and end.) EM_*: an EM serial block-face (SBF-SEM) data set of adult mouse lung, 1000 images. (EM ground truth is individually normalized, see paper.) LS_*: a lung from the light sheet microscopy from a male 24 week-old rat, 300 images. (LS ground truth is individually normalized, too.) REAL_*: a region from real serial sections from a rabbit lung, 2 images. We also supply elastix parameter files. A preprint has been uploaded to arXiv. The definite version is available from IEEE. The source code of the distorter is available from GitHub.
description: This work was supported by DFG grant MU 3118/8-1. This work was partially supported by JST, PRESTO grant number JPMJPR2025, Japan. This research was supported by a C2 grant from KU Leuven (C24/18/101) and a research grant from the Research Foundation – Flanders (FWO G0C4419N). None of the funding bodies was involved in the design or execution of the study.
DOI: 10.5281/zenodo.4282447
title: Evaluating registrations of serial sections with distortions of the ground truths. Supplemental data

description: <strong>Evaluating Registrations of Serial Sections With Distortions of the Ground Truths</strong> This is the supplemental data for our paper on how to benchmark registrations of serial sections with ground truths. The files are named as follows: *_challenge.7z: local distortions and global rigid transformations applied, the input for the benchmark we used. Use this to test your rigid and non-rigid methods. *_local-only.7z: only local distortions applied. *_local-DIST.7z: the distortion maps for local distortions. *_SURF-rigid.7z: local distortions and global rigid transformations applied, rigid transformations undone with SURF-based rigid-only method. Local distortions remain. Use this if your method does not cope well with large rigid transformations. _*vis.7z: visualizations of distortions. _rigid_ground.7z: the real rigid transformations used in the global phase. *_ground.7z: the ground truth. All data fit each other, no distortions. Use this to compare your registration result to it. There are three main modalities and one further, as a reference: CT_*: µCT data, a rabbit lung, 600 images. (In ground truth, and local distortions, and global transformations we supply more images that went into the benchmark, 50 more from both beginning and end.) EM_*: an EM serial block-face (SBF-SEM) data set of adult mouse lung, 1000 images. (EM ground truth is individually normalized, see paper.) LS_*: a lung from the light sheet microscopy from a male 24 week-old rat, 300 images. (LS ground truth is individually normalized, too.) REAL_*: a region from real serial sections from a rabbit lung, 2 images. We also supply elastix parameter files. A preprint has been uploaded to arXiv. The definite version is available from IEEE. The source code of the distorter is available from GitHub.
description: This work was supported by DFG grant MU 3118/8-1. This work was partially supported by JST, PRESTO grant number JPMJPR2025, Japan. This research was supported by a C2 grant from KU Leuven (C24/18/101) and a research grant from the Research Foundation – Flanders (FWO G0C4419N). None of the funding bodies was involved in the design or execution of the study.
DOI: 10.5255/ukda-sn-855041
title: Social Impacts of Natural Gas Exploration in England, 2018-2020

description: The aim of this data collection was to identify, record and describe the social impacts of natural gas exploration. Interviews were conducted across 5 different locations in England and involved individuals who lived, worked and protested in the vicinity of gas sites, including: local residents, farmers, business owners, police officers, protesters and local officials. They were asked to describe their experiences with natural gas exploration and extraction that was being planned or carried out in their locality. The research concerned both conventional and unconventional (involving hydraulic fracturing or other stimulation methods) gas developments.