cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/xhr6bkz5y6
title: Supplemental materials

description: the supplementary materials of Efficacy of abrocitinib in patients with moderate-to-severe head and neck dermatitis
DOI: 10.3535/8f4-gka-nx3
title: Limidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/211-zm5-p8z
title: Laevidentalium eburneum (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ng8-7ry-6vm
title: Cochlostoma scalarinum (A. Villa & G. B. Villa, 1841)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/xhr6bkz5y6.1
title: Supplemental materials

description: the supplementary materials of Efficacy of abrocitinib in patients with moderate-to-severe head and neck dermatitis
DOI: 10.3535/kpa-6fq-c9t
title: Kaliella scandens (J. C. Cox, 1872)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mbw-qcg-t04
title: Arion intermedius Normand, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xrj-2l4-rdv
title: Arion A. Férussac, 1819

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6l8-cz0-a6e
title: Tandonia budapestensis (Hazay, 1880)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gtp-5yw-nce
title: Columbella adansoni Menke, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6b5-vym-4aq
title: Anodonta cygnea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hn9-61a-7py
title: Diplodonta rotundata (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/480-gvt-z9k
title: Cepaea nemoralis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4fv-ral-dpl
title: Talochlamys multistriata (Poli, 1795)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0v1-n6j-jlh
title: Pharus legumen (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f6r-z4r-dzh
title: Poiretia cornea (Brumati, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4rr-2ab-vze
title: Nassarius horridus (Dunker, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mwp-1ms-x9n
title: Cryptella canariensis P. B. Webb & S. Berthelot, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ql-vgf-el2
title: Domiporta circula (Kiener, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jj7-xgd-vxv
title: Striarca lactea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zx0-v8k-g3g
title: Emarginula curvata Schepman, 1908

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9be-k4r-v6z
title: Pusia microzonias (Lamarck, 1811)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xqy-q4m-0wd
title: Pteria heteroptera (Lamarck, 1819)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yg1-m2k-h39
title: Venustaconcha ellipsiformis (Conrad, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z30-mwf-kz9
title: Limaria pellucida (C. B. Adams, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6fc-cfb-ldz
title: Ylistrum japonicum (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ex-qxr-2k7
title: Tutufa rubeta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x2v-4fc-hf2
title: Scaphopoda Bronn, 1862

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3b9-bhp-yyp
title: Nucella lapillus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sbd-pgl-s9k
title: Pupina junghuhni E. von Martens, 1867

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/76hzzg54t7
title: Взаимосвязь между нарушениями состава микробиоты, моторикой кишечника и развитием недостаточности питания у пациентов в хроническом критическом состоянии после тяжелого повреждения головного мозга.

description: Дополнительные материалы к статье "Взаимосвязь между нарушениями состава микробиоты, моторикой кишечника и развитием недостаточности питания у пациентов в хроническом критическом состоянии после тяжелого повреждения головного мозга."
Материалы включают: 
Дополнительная таблица 1. Чеклист STROBE 
Дополнительная таблица 2. Российская шкала мальнутриции.
Дополнительная таблица 3. Динамика изменений микробиоты и параметров электрогастрографии у реанимацонных пациентов.
Дополнительная таблица 4. Клинические показатели, биомаркеры желудочно-кишечного тракта, параметры микробиоты и электрогастрографии в исходной точке (день 0) и при повторном обследовании (день 20) с распределением по статусу нутритивной недостаточности, установленному согласно критериям GLIM.
Дополнительный рисунок 1. Тепловая карта. Корреляции между прогностическим нутритивным индексом, составом кишечной микробиоты и параметрами электрогастрографии в исходной точке (день 0).
Дополнительный рисунок 2. Тепловая карта. Корреляции между прогностическим нутритивным индексом, составом кишечной микробиоты и параметрами электрогастрографии в периоде наблюдения (день 20).
DOI: 10.3535/70q-h18-7fv
title: Teredo navalis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q5q-2jv-3bc
title: Terestrombus terebellatus (G. B. Sowerby II, 1842)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wfq-xda-3kd
title: Cerastoderma glaucum (Bruguière, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/76hzzg54t7.2
title: Взаимосвязь между нарушениями состава микробиоты, моторикой кишечника и развитием недостаточности питания у пациентов в хроническом критическом состоянии после тяжелого повреждения головного мозга.

description: Дополнительные материалы к статье "Взаимосвязь между нарушениями состава микробиоты, моторикой кишечника и развитием недостаточности питания у пациентов в хроническом критическом состоянии после тяжелого повреждения головного мозга."
Материалы включают: 
Дополнительная таблица 1. Чеклист STROBE 
Дополнительная таблица 2. Российская шкала мальнутриции.
Дополнительная таблица 3. Динамика изменений микробиоты и параметров электрогастрографии у реанимацонных пациентов.
Дополнительная таблица 4. Клинические показатели, биомаркеры желудочно-кишечного тракта, параметры микробиоты и электрогастрографии в исходной точке (день 0) и при повторном обследовании (день 20) с распределением по статусу нутритивной недостаточности, установленному согласно критериям GLIM.
Дополнительный рисунок 1. Тепловая карта. Корреляции между прогностическим нутритивным индексом, составом кишечной микробиоты и параметрами электрогастрографии в исходной точке (день 0).
Дополнительный рисунок 2. Тепловая карта. Корреляции между прогностическим нутритивным индексом, составом кишечной микробиоты и параметрами электрогастрографии в периоде наблюдения (день 20).
DOI: 10.3535/f37-tqt-6w3
title: Lithophaga lithophaga (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z98-9fs-69z
title: Limopsidae Dall, 1895

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3zb-nja-qdl
title: Decatopecten plica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8yl-tbn-28f
title: Succinella oblonga (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7dy-f87-93p
title: Gibberula subbulbosa (Tate, 1878)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ndq-598-7k8
title: Epioblasma torulosa (Rafinesque, 1820)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ex3-6ms-ecx
title: Plectomerus dombeyanus (Valenciennes, 1827)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wka-xfz-qeq
title: Cepaea nemoralis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/xk2k4trh3b.2
title: The Role of Happiness in Promoting Successful Aging: A Cross-Sectional Study

description: This dataset contains anonymized data collected from 404 elderly participants aged 60 years and above, as part of a cross-sectional study conducted in Sarab, Iran. The data were gathered through structured interviews using two validated questionnaires: the Oxford Happiness Questionnaire and the Multidimensional Successful Aging Scale. Demographic variables (such as age, gender, marital status, education, income, and presence of chronic illness) are also included. The dataset was used to explore the relationship between happiness and successful aging in older adults. All personal identifiers were removed to ensure confidentiality and ethical compliance.
DOI: 10.3535/q2g-ln9-2xj
title: Fusconaia flava (Rafinesque, 1820)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n6k-4hh-p6k
title: Pinna muricata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sd5-dq3-z6b
title: Atrina vexillum (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aff-lq8-8v8
title: Arianta schmidtii (Rossmässler, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kpb-0gz-t4s
title: Conus pulcher [Lightfoot], 1786

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/dbvvkn8mt5
title: Deep Learning of EEG Signals for Brain Function and Injury: A Systematic Review

description: This dataset is the result of a systematic review focused on Deep Learning (DL) applications for Electroencephalography (EEG) in the context of Brain Function and Injury (BFI), including consciousness assessment, brain injury, and comatose states. The data were collected following the PRISMA 2020 protocol and PROSPERO registration (CRD42023489566), covering studies published between 2018 and 2023 in major scientific databases such as ACM Digital Library, Elsevier, Google Scholar, IEEE, PubMed, and Scopus.

Each record in the dataset represents a study that met strict eligibility criteria, including the use of human EEG data, DL techniques, and the provision of details on datasets, preprocessing methods, feature extraction, classifier architectures, and performance metrics. Studies combining EEG with other modalities (e.g., fMRI, ECG) or lacking methodological transparency were excluded.

The dataset contains rich metadata organized into more than 80 fields, separated by the "#" delimiter. These fields cover:

Context and task (e.g., classification, prediction, clinical context)

Dataset characteristics (public availability, sample size, duration, arrangement, channels, frequency bands)

Preprocessing techniques (noise removal, dimensionality reduction, normalization, data augmentation)

Feature extraction methods and technical details

Deep Learning architectures (CNN, LSTM, GAT, GAN, Transformers) and hyperparameters (e.g., layers, activation functions, optimizers, learning rates, batch sizes, epochs)

Evaluation strategies (validation type, dataset division, cross-validation folds, parameter optimization)

Performance metrics (accuracy, AUC, sensitivity, specificity, precision, F1-score, MAE, Wasserstein distance, reconstruction error, spectral entropy difference)

Explainable AI (XAI) considerations and comparisons with other techniques or datasets.

This dataset is intended to support reproducibility, transparency, and meta-analysis in EEG-based DL research. It enables the identification of trends, methodological gaps, and opportunities for improvement, such as advanced preprocessing strategies, diverse DL architectures, robust validation procedures, and the integration of XAI for interpretability in clinical contexts.

Researchers can use this resource for benchmarking, comparative analysis of hyperparameters, exploration of performance variability across contexts, and the development of new DL models tailored to the specific challenges of EEG in BFI applications.
DOI: 10.3535/6gz-vrl-q8a
title: Horologica pinea (Hedley, 1909)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pgg-0en-vdt
title: Pteriidae J. E. Gray, 1847 (1820)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/dbvvkn8mt5.1
title: Deep Learning of EEG Signals for Brain Function and Injury: A Systematic Review

description: This dataset is the result of a systematic review focused on Deep Learning (DL) applications for Electroencephalography (EEG) in the context of Brain Function and Injury (BFI), including consciousness assessment, brain injury, and comatose states. The data were collected following the PRISMA 2020 protocol and PROSPERO registration (CRD42023489566), covering studies published between 2018 and 2023 in major scientific databases such as ACM Digital Library, Elsevier, Google Scholar, IEEE, PubMed, and Scopus.

Each record in the dataset represents a study that met strict eligibility criteria, including the use of human EEG data, DL techniques, and the provision of details on datasets, preprocessing methods, feature extraction, classifier architectures, and performance metrics. Studies combining EEG with other modalities (e.g., fMRI, ECG) or lacking methodological transparency were excluded.

The dataset contains rich metadata organized into more than 80 fields, separated by the "#" delimiter. These fields cover:

Context and task (e.g., classification, prediction, clinical context)

Dataset characteristics (public availability, sample size, duration, arrangement, channels, frequency bands)

Preprocessing techniques (noise removal, dimensionality reduction, normalization, data augmentation)

Feature extraction methods and technical details

Deep Learning architectures (CNN, LSTM, GAT, GAN, Transformers) and hyperparameters (e.g., layers, activation functions, optimizers, learning rates, batch sizes, epochs)

Evaluation strategies (validation type, dataset division, cross-validation folds, parameter optimization)

Performance metrics (accuracy, AUC, sensitivity, specificity, precision, F1-score, MAE, Wasserstein distance, reconstruction error, spectral entropy difference)

Explainable AI (XAI) considerations and comparisons with other techniques or datasets.

This dataset is intended to support reproducibility, transparency, and meta-analysis in EEG-based DL research. It enables the identification of trends, methodological gaps, and opportunities for improvement, such as advanced preprocessing strategies, diverse DL architectures, robust validation procedures, and the integration of XAI for interpretability in clinical contexts.

Researchers can use this resource for benchmarking, comparative analysis of hyperparameters, exploration of performance variability across contexts, and the development of new DL models tailored to the specific challenges of EEG in BFI applications.
DOI: 10.3535/mlv-40r-l6t
title: Punctum pygmaeum (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p8v-k2v-wcm
title: Mastus pupa (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0me-kd2-xmv
title: Planktomya nilae van Aartsen & Engl, 2001

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/16t-kwj-d5j
title: Heteranomia squamula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9qd-rrx-m78
title: Nuculana Link, 1807

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/17l-81f-cl3
title: Longchaeus inopinatus (Schander, 1994)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9gz-y0c-ssj
title: Acila mirabilis (A. Adams & Reeve, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2bq-rl4-q1v
title: Pseudomacalia antillarum (A. d'Orbigny, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5g3-7da-fpe
title: Cadulus tumidosus Jeffreys, 1877

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m1n-akj-78p
title: Clio cuspidata (Bosc, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tg2-1xc-7bk
title: Trochus erithreus Brocchi, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yjb-zer-s5l
title: Argopecten gibbus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/nsy7p6hh8x
title: Student Perceptions of Screen Recording and Screencast Assignments in First-Year Writing

description: The study has IRB approval and participant consent was collected through writing. This data set contains an Excel spreadsheet with multiple tabs for each survey question. The data set includes responses from participants who had consented to participate in the study. Where applicable, the researcher codes are included. 
Our study addressed the following research questions: 
What prior experience with screen recordings did students in seven different sections of First-Year Writing courses report? 
How did students in seven different sections of First-Year Writing courses taught by two different instructors perceive the effects of screen recording assignments on understanding their writing process? 
How did those students feel about the screen recording assignments? 
We gave students a survey using Microsoft Forms in class during Week 14. We asked them to complete it as part of normal coursework, and if they did not complete the survey in class, then they were to finish it for homework. The survey included questions that helped us determine the levels of experience students reported with both creating and viewing screen recordings (the umbrella term we used during instruction to refer to both screen recordings and screencasts), as well as demographic questions that asked students to state which class they were in. Other close-ended questions asked students to rate their confidence using technology prior to and after completing the course and the number of essays they had revised prior to the class. 

Likert-scale questions also ask students to rate the degree to which they agreed with statements related to whether the screen recording assignments helped them “better understand” their writing and research process, their perceptions of the difficulty of the assignments, and whether the assignment helped them “think about my revision practices.” Open-ended questions were included asking students to describe how they felt about the screen recording assignments, the factors that affected their feelings, and how the assignment affected their technology skills. 

We argue that the screencast assignment was the most positively received by students because it required students to use transmediation in the writing process, cohesively blending speech, writing, and video components in the writing process. Overall, our research showed that student-led screencasts and screen recordings can offer students unique affordances to incorporate transmodality and multimodality in the writing process.
DOI: 10.3535/3y5-7va-4bc
title: Euvola ziczac (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rlg-spj-3dj
title: Pascahinnites coruscans (Hinds, 1845)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wxg-te7-te7
title: Palmadusta diluculum (Reeve, 1845)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.