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  1. 11781
    “…Here, we tested formaldehyde contamination in vegetables using a low-cost and hand-held detector combined with a screen-printed electrode (SPE) amperometric sensor and an open-sourced potentiostat. The analyzer can detect a concentration of 100 μmol/L formaldehyde and achieve a good linear range between 100 and 1000 μmol/L. …”
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    Practical and Efficient: A Pocket-Sized Device Enabling Detection of Formaldehyde Adulteration in Vegetables
  2. 11782
    “…To demonstrate our framework, we acquire, analyze, and apply a data-driven approach to our open sourced GX dataset, which includes concurrent physiological (ECG, EOG) and neuronal (EEG) measures, paired with continuous vigilance/attention-fatigue tracking, and High-Definition transcranial electrical stimulation (HD-tES). …”
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    A Scalable Framework for Closed-Loop Neuromodulation with Deep Learning
  3. 11783
    “…The study utilized data from various other open sources. The study models cross-country inequities in COVID-19 vaccine coverage and we have employed multi-variate log-linear regressions to understand the relationship between COVID-19 vaccine coverage and cross-country macro-level determinants. …”
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    A Comparative Analysis on the Social Determinants of COVID-19 Vaccination Coverage in Fragile and Conflict Affected Settings and Non-fragile and Conflict Affected Settings
  4. 11784
    “…We analyzed NREM-marked electroencephalography (EEG) data in hospitalized stroke-patients (n=5) and healthy subjects (n=3) from an open-sourced dataset. We used a laterality index to evaluate symmetry of NREM oscillations across hemispheres. …”
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    Disturbed laterality of non-rapid eye movement sleep oscillations in post-stroke human sleep: a pilot study
  5. 11785
    “…Data required to calculate these indicators were collected from open sources such as the National Database of Health Insurance Claims and Specific Health Checkups of Japan Open Data Japan. …”
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    Regional disparity in the provision of rehabilitation services using the open data from the Japanese national claims database: an ecological study
  6. 11786
    “…Because our GUI is open sourced to all, it can be easily modified to measure parameters such as percent coverage of non-endothelial cells, number of loops in a vascular bed, amount of perfusion and two-dimensional branch angle. …”
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    Rapid Analysis of Vessel Elements (RAVE): A Tool for Studying Physiologic, Pathologic and Tumor Angiogenesis
  7. 11787
    “…Integrating gene regulation data with a human metabolic network prompted the establishment of an open-sourced web portal, IDARE (Integrated Data Nodes of Regulation), for visualizing various gene-related data in context of metabolic pathways. …”
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    Integrated analysis of transcript-level regulation of metabolism reveals disease-relevant nodes of the human metabolic network
  8. 11788
    “…METHODS: In this ecological study, data from national official open sources were used to conduct a population-based study. …”
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    Can the primary health care model affect the determinants of neonatal, post-neonatal and maternal mortality? A study from Brazil
  9. 11789
    “…Costs of assistive technologies were collected from open sources. The model has been tested in the Fitzroy and Central West, a regional area of Queensland in Australia. …”
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    Developing a population wide cost estimating framework and methods for technological intervention enabling ageing in place: An Australian case
  10. 11790
    “…Results: Several types of actions were recommended; key ones among them included building in risk mitigation measures from the development stage, establishing inclusive consultation processes, using open sources platform whenever possible, training all clinical users, and bearing in mind that the gold standard of care is face-to-face consultation with the patient. …”
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    Targeting ethical considerations tied to image-based mobile health diagnostic support specific to clinicians in low-resource settings: the Brocher proposition
  11. 11791
    “…Our simple algorithms, based on only three and four main variables, discriminated between survivors and non-survivors with accuracies up to 81% and 84%. These open-sourced simple algorithms can likely be further developed, also in low and middle-income countries.…”
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    Machine learning-based dynamic mortality prediction after traumatic brain injury
  12. 11792
    “…Thus, a more integrated taxonomic approach through the inclusion of additional markers, application of more rigorous morphological assessment, more structured barcoding techniques, alongside thorough capturing of species descriptions including genetypes, genophore vouchers and reference collections in open sources are encouraged. The pitfalls highlighted are not singular to the Diplozoidae, and the study of other groups may benefit from the points raised here as well. …”
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    Review on the molecular study of the Diplozoidae: analyses of currently available genetic data, what it tells us, and where to go from here
  13. 11793
    “…SUMMARY: Genome-wide association study (GWAS) analyses, at sufficient sample sizes and power, have successfully revealed biological insights for several complex traits. RICOPILI, an open-sourced Perl-based pipeline was developed to address the challenges of rapidly processing large-scale multi-cohort GWAS studies including quality control (QC), imputation and downstream analyses. …”
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    RICOPILI: Rapid Imputation for COnsortias PIpeLIne
  14. 11794
    “…METHODS: A nationwide ecologic study based on open-sourced, anonymized, aggregated data provided by the Israel Ministry of Health. …”
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    Socioeconomic disparities and COVID-19 vaccination acceptance: a nationwide ecologic study
  15. 11795
    por Wandy, Joe, Daly, Rónán
    Publicado 2021
    “…CONCLUSIONS: GraphOmics is fully open-sourced and freely accessible from https://graphomics.glasgowcompbio.org/. …”
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    GraphOmics: an interactive platform to explore and integrate multi-omics data
  16. 11796
    “…METHODS: We obtained data from open sources of government routine publications and hospitals disclosed by law to the National Health Insurance Administration, Ministry of Health and Welfare, Taiwan. …”
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    Evaluating the comparative efficiency of medical centers in Taiwan: a dynamic data envelopment analysis application
  17. 11797
    por Hicks, Parker, Oluwadare, Oluwatosin
    Publicado 2022
    “…AVAILABILITY AND IMPLEMENTATION: HiCARN can be accessed and utilized as an open-sourced software at: https://github.com/OluwadareLab/HiCARN and is also available as a containerized application that can be run on any platform. …”
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    HiCARN: resolution enhancement of Hi-C data using cascading residual networks
  18. 11798
    por Saha, Priyanka, Neogy, Sarmistha
    Publicado 2022
    “…We have used chest X-rays collected from different open sources. To maintain class balancing, we took 500 images of COVID, 500 normal images, and 500 pneumonia images. …”
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    Concat_CNN: A Model to Detect COVID-19 from Chest X-ray Images with Deep Learning
  19. 11799
    “…Fluorescent image analyses were performed using open sources for automated tissue segmentation and cell phenotyping. …”
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    Simultaneous and Spatially-Resolved Analysis of T-Lymphocytes, Macrophages and PD-L1 Immune Checkpoint in Rare Cancers
  20. 11800
    “…The socket design has been open-sourced and is available for other researchers.…”
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    A Multi-User Transradial Functional-Test Socket for Validation of New Myoelectric Prosthetic Control Strategies
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