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Novel approaches for COVID-19 diagnosis and treatment: a nonsystematic review

Şebnem; Hakan; Mehmet Dinçer; Feride


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{
  "@context": "https://schema.org/", 
  "@id": 227981, 
  "@type": "ScholarlyArticle", 
  "creator": [
    {
      "@id": "https://orcid.org/0000-0001-6577-9578", 
      "@type": "Person", 
      "affiliation": "GAR\u0130P USTAO\u011eLU", 
      "name": "\u015eebnem"
    }, 
    {
      "@id": "https://orcid.org/0000-0001-9336-1902", 
      "@type": "Person", 
      "affiliation": "KAYGUSUZ", 
      "name": "Hakan"
    }, 
    {
      "@id": "https://orcid.org/0000-0003-0754-0854", 
      "@type": "Person", 
      "affiliation": "B\u0130LG\u0130N", 
      "name": "Mehmet Din\u00e7er"
    }, 
    {
      "@id": "https://orcid.org/0000-0002-1717-2517", 
      "@type": "Person", 
      "affiliation": "SEVERCAN", 
      "name": "Feride"
    }
  ], 
  "datePublished": "2021-08-30", 
  "description": "<p>Since COVID-19 pandemic has been continuously rising and spreading, several original contributions and review articles&nbsp;on COVID-19 started to appear in the literature. The review articles are mainly focus on the current status of the pandemic along&nbsp;with current status of the corona diagnosis and treatment process. Due to some disadvantages of the currently used methods, the&nbsp;improvement on the novel promising diagnosis and treatment methods of corona virus is very important issue. In this review, after briefly&nbsp;discussing the status of current diagnosis and treatment methods, we present to the scientific community, novel promising methods&nbsp;in the diagnosis and treatment of COVID-19. As with other novel approaches, first, the diagnosis potential of mass spectroscopy and&nbsp;optical spectroscopic methods such as UV/visible, infrared, and Raman spectroscopy coupled with chemometrics will be discussed&nbsp;for the corona virus infected samples based on the relevant literature. In vibrational spectroscopy studies, due to complexity of the&nbsp;data, multivariate analysis methods are also applied to data. The application of multivariate analysis tools that can be used to extract&nbsp;useful information from the data for diagnostic and characterisation purposes is also included in this review. The reviewed methods&nbsp;include hierarchical cluster analysis, principal component analysis, linear and quadratic discriminant analysis, support vector machine&nbsp;algorithm, and one form of neural networks namely deep learning method. Second, novel treatment methods such as photodynamic&nbsp;therapy and the use of nanoparticles in the in-corona virus therapy will be discussed. Finally, the advantages of novel promising diagnosis&nbsp;and treatment methods in COVID-19, over standard methods will be discussed. One of the main aims of this paper is to encourage the&nbsp;scientific community to explore the potential of this novel tools for their use in corona virus characterization, diagnosis, and treatment.</p>", 
  "headline": "Novel approaches for COVID-19 diagnosis and treatment: a nonsystematic review", 
  "identifier": 227981, 
  "image": "https://zenodo.org/static/img/logos/zenodo-gradient-round.svg", 
  "keywords": [
    "COVID-19", 
    "diagnosis", 
    "novel methods", 
    "infrared spectroscopy", 
    "Raman spectroscopy", 
    "nanotechnology"
  ], 
  "license": "http://www.opendefinition.org/licenses/cc-by-sa", 
  "name": "Novel approaches for COVID-19 diagnosis and treatment: a nonsystematic review", 
  "url": "https://aperta.ulakbim.gov.tr//record/227981"
}
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